{"id":185485,"date":"2026-04-15T09:33:59","date_gmt":"2026-04-15T09:33:59","guid":{"rendered":"https:\/\/10pearls.com\/uk\/?page_id=185485"},"modified":"2026-11-13T07:57:09","modified_gmt":"2026-11-13T07:57:09","slug":"ai-development-services","status":"publish","type":"page","link":"https:\/\/10pearls.com\/uk\/artificial-intelligence\/ai-development-services\/","title":{"rendered":"AI Development Services for Enterprises"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"185485\" class=\"elementor elementor-185485\" data-elementor-post-type=\"page\">\n\t\t\t\t<div class=\"elementor-element elementor-element-fe43822 section-padding e-flex e-con-boxed e-con e-parent\" data-id=\"fe43822\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-353f4e5 e-con-full e-flex e-con e-child\" data-id=\"353f4e5\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c6816c9 indigo-h1 elementor-widget elementor-widget-heading\" data-id=\"c6816c9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">AI Development Services<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e64cf0c elementor-widget elementor-widget-text-editor\" data-id=\"e64cf0c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Our AI development services span the design, build, and scaling of GenAI applications, agentic systems, and ML models, with MLOps for production reliability, backed by 20+ years of enterprise delivery across regulated industries.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-152f940 e-con-full e-flex e-con e-child\" data-id=\"152f940\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a30c5cc indigo-btn indigo-btn--ghost elementor-widget elementor-widget-button\" data-id=\"a30c5cc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"\/get-in-touch\/\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-arrow-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M190.5 66.9l22.2-22.2c9.4-9.4 24.6-9.4 33.9 0L441 239c9.4 9.4 9.4 24.6 0 33.9L246.6 467.3c-9.4 9.4-24.6 9.4-33.9 0l-22.2-22.2c-9.5-9.5-9.3-25 .4-34.3L311.4 296H24c-13.3 0-24-10.7-24-24v-32c0-13.3 10.7-24 24-24h287.4L190.9 101.2c-9.8-9.3-10-24.8-.4-34.3z\"><\/path><\/svg>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Let\u2019s connect<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d442008 e-con-full e-flex e-con e-parent\" data-id=\"d442008\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4a1d80a elementor-widget elementor-widget-sticky_section_nav\" data-id=\"4a1d80a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"sticky_section_nav.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<style>\n\t\t\/* \u2500\u2500 Bar \u2500\u2500 *\/\n\t\t#ssn-4a1d80a {\n\t\t\tbackground-color: #6366F1;\n\t\t\theight: 52px;\n\t\t\twidth: 100%;\n\t\t\tbox-sizing: border-box;\n\t\t}\n\t\t#ssn-4a1d80a.ssn-sticky {\n\t\t\tposition: fixed;\n\t\t\ttop: 76px;\n\t\t\tleft: 0;\n\t\t\tright: 0;\n\t\t\tz-index: 1000; \/* FIX: raised from 100 *\/\n\t\t\twidth: 100% !important;\n\t\t}\n\t\t.ssn-spacer-ssn-4a1d80a {\n\t\t\theight: 52px;\n\t\t\tdisplay: none;\n\t\t}\n\t\t.ssn-spacer-active-ssn-4a1d80a {\n\t\t\tdisplay: block !important;\n\t\t}\n\t\t\/* \u2500\u2500 Wrap \u2500\u2500 *\/\n\t\t#ssn-4a1d80a .ssn-wrap {\n\t\t\tmax-width: 1280px;\n\t\t\tmargin: 0 auto;\n\t\t\tpadding: 0 20px;\n\t\t\theight: 100%;\n\t\t\tdisplay: flex;\n\t\t\talign-items: center;\n\t\t\tbox-sizing: border-box;\n\t\t}\n\t\t\/* \u2500\u2500 Desktop list \u2500\u2500 *\/\n\t\t#ssn-4a1d80a .ssn-menu {\n\t\t\tlist-style: none;\n\t\t\tmargin: 0;\n\t\t\tpadding: 0;\n\t\t\tdisplay: flex;\n\t\t\talign-items: center;\n\t\t\tjustify-content: flex-start;\n\t\t\tgap: 32px;\n\t\t\tflex-wrap: nowrap;\n\t\t\twidth: 100%;\n\t\t}\n\t\t#ssn-4a1d80a .ssn-menu li { white-space: nowrap; }\n\t\t\/* \u2500\u2500 Links \u2500\u2500 *\/\n\t\t#ssn-4a1d80a .ssn-menu a,\n\t\t#ssn-4a1d80a .ssn-menu a:hover,\n\t\t#ssn-4a1d80a .ssn-menu a:focus,\n\t\t#ssn-4a1d80a .ssn-menu a:visited,\n\t\t#ssn-4a1d80a .ssn-menu a:active {\n\t\t\tcolor: #ffffff !important;\n\t\t\tdisplay: inline-flex;\n\t\t\talign-items: center;\n\t\t\tgap: 5px;\n\t\t\tfont-size: 16px;\n\t\t\tfont-weight: 700;\n\t\t\ttext-transform: uppercase;\n\t\t\ttext-decoration: none;\n\t\t\tletter-spacing: 0.04em;\n\t\t\tcursor: pointer;\n\t\t\tline-height: 1;\n\t\t\twhite-space: nowrap;\n\t\t}\n\t\t\/* \u2500\u2500 Icons \u2500\u2500 *\/\n\t\t#ssn-4a1d80a .ssn-icon {\n\t\t\tdisplay: inline-flex;\n\t\t\talign-items: center;\n\t\t\tjustify-content: center;\n\t\t\tflex-shrink: 0;\n\t\t\tline-height: 1;\n\t\t}\n\t\t#ssn-4a1d80a .ssn-icon-lib {\n\t\t\tfont-size: 12px;\n\t\t\tcolor: inherit;\n\t\t}\n\t\t\/* \u2500\u2500 Mobile toggle \u2500\u2500 *\/\n\t\t#ssn-4a1d80a .ssn-dropdown-wrap {\n\t\t\tdisplay: none;\n\t\t\twidth: 100%;\n\t\t}\n\t\t#ssn-4a1d80a .ssn-toggle {\n\t\t\tbackground: none;\n\t\t\tborder: none;\n\t\t\tcursor: pointer;\n\t\t\tcolor: #ffffff !important;\n\t\t\tfont-size: 16px;\n\t\t\tfont-weight: 700;\n\t\t\ttext-transform: uppercase;\n\t\t\tletter-spacing: 0.04em;\n\t\t\tdisplay: flex;\n\t\t\talign-items: center;\n\t\t\tgap: 8px;\n\t\t\tpadding: 0 20px;\n\t\t\theight: 42px;\n\t\t\twidth: 100%;\n\t\t\tbox-sizing: border-box;\n\t\t}\n\t\t#ssn-4a1d80a .ssn-caret {\n\t\t\tdisplay: inline-block;\n\t\t\twidth: 7px;\n\t\t\theight: 7px;\n\t\t\tborder-right: 2px solid currentColor;\n\t\t\tborder-bottom: 2px solid currentColor;\n\t\t\ttransform: rotate(45deg);\n\t\t\ttransition: transform 0.2s ease;\n\t\t\tposition: relative;\n\t\t\ttop: -2px;\n\t\t\tflex-shrink: 0;\n\t\t}\n\t\t#ssn-4a1d80a .ssn-toggle.open .ssn-caret {\n\t\t\ttransform: rotate(225deg);\n\t\t\ttop: 2px;\n\t\t}\n\t\t\/* \u2500\u2500 Mobile dropdown panel \u2500\u2500\n\t\t   FIX: changed to position:fixed; JS sets top via getBoundingClientRect()\n\t\t        so the panel always spans the full viewport width, not just the\n\t\t        Elementor wrapper width. z-index 999 keeps it below the bar (1000). *\/\n\t\t#ssn-4a1d80a-dropdown {\n\t\t\tdisplay: none;\n\t\t\tposition: fixed;\n\t\t\tleft: 0;\n\t\t\tright: 0;\n\t\t\twidth: 100%;\n\t\t\tbackground-color: #6366F1 !important;\n\t\t\tz-index: 999; \/* FIX: raised from 94 *\/\n\t\t\tbox-sizing: border-box;\n\t\t}\n\t\t#ssn-4a1d80a-dropdown a,\n\t\t#ssn-4a1d80a-dropdown a:hover,\n\t\t#ssn-4a1d80a-dropdown a:visited,\n\t\t#ssn-4a1d80a-dropdown a:focus {\n\t\t\tdisplay: flex;\n\t\t\talign-items: center;\n\t\t\tgap: 5px;\n\t\t\tcolor: #ffffff !important;\n\t\t\tfont-size: 16px;\n\t\t\tfont-weight: 700;\n\t\t\ttext-transform: uppercase;\n\t\t\tletter-spacing: 0.04em;\n\t\t\tpadding: 14px 20px;\n\t\t\ttext-decoration: none;\n\t\t\tborder-bottom: 1px solid rgba(255,255,255,0.08);\n\t\t\tcursor: pointer;\n\t\t\tbox-sizing: border-box;\n\t\t}\n\t\t#ssn-4a1d80a-dropdown a:last-child { border-bottom: none; }\n\t\t#ssn-4a1d80a-dropdown a:hover { background: rgba(255,255,255,0.08); }\n\t\t#ssn-4a1d80a-dropdown .ssn-icon-lib {\n\t\t\tfont-size: 12px;\n\t\t\tcolor: inherit;\n\t\t}\n\t\t\/* \u2500\u2500 Responsive switchover \u2500\u2500 *\/\n\t\t@media (max-width: 991px) {\n\t\t\t#ssn-4a1d80a {\n\t\t\t\theight: 42px;\n\t\t\t\tposition: relative;\n\t\t\t}\n\t\t\t#ssn-4a1d80a.ssn-sticky {\n\t\t\t\ttop: 65px;\n\t\t\t}\n\t\t\t.ssn-spacer-ssn-4a1d80a {\n\t\t\t\theight: 42px;\n\t\t\t}\n\t\t\t#ssn-4a1d80a .ssn-menu           { display: none; }\n\t\t\t#ssn-4a1d80a .ssn-dropdown-wrap  { display: block; }\n\t\t\t#ssn-4a1d80a .ssn-wrap           { padding: 0; }\n\t\t}\n\t\t<\/style>\n\n\t\t\t\t<div id=\"ssn-4a1d80a-spacer\" class=\"ssn-spacer-ssn-4a1d80a\"><\/div>\n\n\t\t<section\n\t\t\tid=\"ssn-4a1d80a\"\n\t\t\tclass=\"ssn-bar\"\n\t\t\trole=\"navigation\"\n\t\t\taria-label=\"Page sections\"\n\t\t>\n\t\t\t<div class=\"ssn-wrap\">\n\n\t\t\t\t<ul class=\"ssn-menu\">\n\t\t\t\t\t\t\t\t\t\t<li>\n\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"#01\" data-target=\"01\" tabindex=\"0\">\n\t\t\t\t\t\t\tservices<svg style=\"width:12px;height:12px;flex-shrink:0\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 11 13\" fill=\"none\"><path fill=\"currentColor\" d=\"M5.75 0.875C5.95833 0.875 6.13542 0.947917 6.28125 1.09375C6.42708 1.23958 6.5 1.41667 6.5 1.625V9.5625L9.71875 6.34375C9.86458 6.19792 10.0417 6.125 10.25 6.125C10.4583 6.125 10.6354 6.19792 10.7812 6.34375C10.9271 6.48958 11 6.66667 11 6.875C11 7.08333 10.9271 7.26042 10.7812 7.40625L6.28125 11.9062C6.13542 12.0521 5.95833 12.125 5.75 12.125C5.54167 12.125 5.36458 12.0521 5.21875 11.9062L0.71875 7.40625C0.572917 7.26042 0.5 7.08333 0.5 6.875C0.5 6.66667 0.572917 6.48958 0.71875 6.34375C0.864583 6.19792 1.04167 6.125 1.25 6.125C1.45833 6.125 1.63542 6.19792 1.78125 6.34375L5 9.5625V1.625C5 1.41667 5.07292 1.23958 5.21875 1.09375C5.36458 0.947917 5.54167 0.875 5.75 0.875Z\"><\/path><\/svg>\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t\t<li>\n\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"#02\" data-target=\"02\" tabindex=\"0\">\n\t\t\t\t\t\t\tOutcomes<svg style=\"width:12px;height:12px;flex-shrink:0\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 11 13\" fill=\"none\"><path fill=\"currentColor\" d=\"M5.75 0.875C5.95833 0.875 6.13542 0.947917 6.28125 1.09375C6.42708 1.23958 6.5 1.41667 6.5 1.625V9.5625L9.71875 6.34375C9.86458 6.19792 10.0417 6.125 10.25 6.125C10.4583 6.125 10.6354 6.19792 10.7812 6.34375C10.9271 6.48958 11 6.66667 11 6.875C11 7.08333 10.9271 7.26042 10.7812 7.40625L6.28125 11.9062C6.13542 12.0521 5.95833 12.125 5.75 12.125C5.54167 12.125 5.36458 12.0521 5.21875 11.9062L0.71875 7.40625C0.572917 7.26042 0.5 7.08333 0.5 6.875C0.5 6.66667 0.572917 6.48958 0.71875 6.34375C0.864583 6.19792 1.04167 6.125 1.25 6.125C1.45833 6.125 1.63542 6.19792 1.78125 6.34375L5 9.5625V1.625C5 1.41667 5.07292 1.23958 5.21875 1.09375C5.36458 0.947917 5.54167 0.875 5.75 0.875Z\"><\/path><\/svg>\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t\t<li>\n\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"#03\" data-target=\"03\" tabindex=\"0\">\n\t\t\t\t\t\t\tProcess<svg style=\"width:12px;height:12px;flex-shrink:0\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 11 13\" fill=\"none\"><path fill=\"currentColor\" d=\"M5.75 0.875C5.95833 0.875 6.13542 0.947917 6.28125 1.09375C6.42708 1.23958 6.5 1.41667 6.5 1.625V9.5625L9.71875 6.34375C9.86458 6.19792 10.0417 6.125 10.25 6.125C10.4583 6.125 10.6354 6.19792 10.7812 6.34375C10.9271 6.48958 11 6.66667 11 6.875C11 7.08333 10.9271 7.26042 10.7812 7.40625L6.28125 11.9062C6.13542 12.0521 5.95833 12.125 5.75 12.125C5.54167 12.125 5.36458 12.0521 5.21875 11.9062L0.71875 7.40625C0.572917 7.26042 0.5 7.08333 0.5 6.875C0.5 6.66667 0.572917 6.48958 0.71875 6.34375C0.864583 6.19792 1.04167 6.125 1.25 6.125C1.45833 6.125 1.63542 6.19792 1.78125 6.34375L5 9.5625V1.625C5 1.41667 5.07292 1.23958 5.21875 1.09375C5.36458 0.947917 5.54167 0.875 5.75 0.875Z\"><\/path><\/svg>\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t\t<li>\n\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"#04\" data-target=\"04\" tabindex=\"0\">\n\t\t\t\t\t\t\tWhy us<svg style=\"width:12px;height:12px;flex-shrink:0\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 11 13\" fill=\"none\"><path fill=\"currentColor\" d=\"M5.75 0.875C5.95833 0.875 6.13542 0.947917 6.28125 1.09375C6.42708 1.23958 6.5 1.41667 6.5 1.625V9.5625L9.71875 6.34375C9.86458 6.19792 10.0417 6.125 10.25 6.125C10.4583 6.125 10.6354 6.19792 10.7812 6.34375C10.9271 6.48958 11 6.66667 11 6.875C11 7.08333 10.9271 7.26042 10.7812 7.40625L6.28125 11.9062C6.13542 12.0521 5.95833 12.125 5.75 12.125C5.54167 12.125 5.36458 12.0521 5.21875 11.9062L0.71875 7.40625C0.572917 7.26042 0.5 7.08333 0.5 6.875C0.5 6.66667 0.572917 6.48958 0.71875 6.34375C0.864583 6.19792 1.04167 6.125 1.25 6.125C1.45833 6.125 1.63542 6.19792 1.78125 6.34375L5 9.5625V1.625C5 1.41667 5.07292 1.23958 5.21875 1.09375C5.36458 0.947917 5.54167 0.875 5.75 0.875Z\"><\/path><\/svg>\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t\t<li>\n\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"#05\" data-target=\"05\" tabindex=\"0\">\n\t\t\t\t\t\t\tCost<svg style=\"width:12px;height:12px;flex-shrink:0\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 11 13\" fill=\"none\"><path fill=\"currentColor\" d=\"M5.75 0.875C5.95833 0.875 6.13542 0.947917 6.28125 1.09375C6.42708 1.23958 6.5 1.41667 6.5 1.625V9.5625L9.71875 6.34375C9.86458 6.19792 10.0417 6.125 10.25 6.125C10.4583 6.125 10.6354 6.19792 10.7812 6.34375C10.9271 6.48958 11 6.66667 11 6.875C11 7.08333 10.9271 7.26042 10.7812 7.40625L6.28125 11.9062C6.13542 12.0521 5.95833 12.125 5.75 12.125C5.54167 12.125 5.36458 12.0521 5.21875 11.9062L0.71875 7.40625C0.572917 7.26042 0.5 7.08333 0.5 6.875C0.5 6.66667 0.572917 6.48958 0.71875 6.34375C0.864583 6.19792 1.04167 6.125 1.25 6.125C1.45833 6.125 1.63542 6.19792 1.78125 6.34375L5 9.5625V1.625C5 1.41667 5.07292 1.23958 5.21875 1.09375C5.36458 0.947917 5.54167 0.875 5.75 0.875Z\"><\/path><\/svg>\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t\t<li>\n\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"#06\" data-target=\"06\" tabindex=\"0\">\n\t\t\t\t\t\t\tTech stack<svg style=\"width:12px;height:12px;flex-shrink:0\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 11 13\" fill=\"none\"><path fill=\"currentColor\" d=\"M5.75 0.875C5.95833 0.875 6.13542 0.947917 6.28125 1.09375C6.42708 1.23958 6.5 1.41667 6.5 1.625V9.5625L9.71875 6.34375C9.86458 6.19792 10.0417 6.125 10.25 6.125C10.4583 6.125 10.6354 6.19792 10.7812 6.34375C10.9271 6.48958 11 6.66667 11 6.875C11 7.08333 10.9271 7.26042 10.7812 7.40625L6.28125 11.9062C6.13542 12.0521 5.95833 12.125 5.75 12.125C5.54167 12.125 5.36458 12.0521 5.21875 11.9062L0.71875 7.40625C0.572917 7.26042 0.5 7.08333 0.5 6.875C0.5 6.66667 0.572917 6.48958 0.71875 6.34375C0.864583 6.19792 1.04167 6.125 1.25 6.125C1.45833 6.125 1.63542 6.19792 1.78125 6.34375L5 9.5625V1.625C5 1.41667 5.07292 1.23958 5.21875 1.09375C5.36458 0.947917 5.54167 0.875 5.75 0.875Z\"><\/path><\/svg>\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t\t<li>\n\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"#07\" data-target=\"07\" tabindex=\"0\">\n\t\t\t\t\t\t\tCase studies<svg style=\"width:12px;height:12px;flex-shrink:0\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 11 13\" fill=\"none\"><path fill=\"currentColor\" d=\"M5.75 0.875C5.95833 0.875 6.13542 0.947917 6.28125 1.09375C6.42708 1.23958 6.5 1.41667 6.5 1.625V9.5625L9.71875 6.34375C9.86458 6.19792 10.0417 6.125 10.25 6.125C10.4583 6.125 10.6354 6.19792 10.7812 6.34375C10.9271 6.48958 11 6.66667 11 6.875C11 7.08333 10.9271 7.26042 10.7812 7.40625L6.28125 11.9062C6.13542 12.0521 5.95833 12.125 5.75 12.125C5.54167 12.125 5.36458 12.0521 5.21875 11.9062L0.71875 7.40625C0.572917 7.26042 0.5 7.08333 0.5 6.875C0.5 6.66667 0.572917 6.48958 0.71875 6.34375C0.864583 6.19792 1.04167 6.125 1.25 6.125C1.45833 6.125 1.63542 6.19792 1.78125 6.34375L5 9.5625V1.625C5 1.41667 5.07292 1.23958 5.21875 1.09375C5.36458 0.947917 5.54167 0.875 5.75 0.875Z\"><\/path><\/svg>\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t\t<li>\n\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"#08\" data-target=\"08\" tabindex=\"0\">\n\t\t\t\t\t\t\tFAQs<svg style=\"width:12px;height:12px;flex-shrink:0\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 11 13\" fill=\"none\"><path fill=\"currentColor\" d=\"M5.75 0.875C5.95833 0.875 6.13542 0.947917 6.28125 1.09375C6.42708 1.23958 6.5 1.41667 6.5 1.625V9.5625L9.71875 6.34375C9.86458 6.19792 10.0417 6.125 10.25 6.125C10.4583 6.125 10.6354 6.19792 10.7812 6.34375C10.9271 6.48958 11 6.66667 11 6.875C11 7.08333 10.9271 7.26042 10.7812 7.40625L6.28125 11.9062C6.13542 12.0521 5.95833 12.125 5.75 12.125C5.54167 12.125 5.36458 12.0521 5.21875 11.9062L0.71875 7.40625C0.572917 7.26042 0.5 7.08333 0.5 6.875C0.5 6.66667 0.572917 6.48958 0.71875 6.34375C0.864583 6.19792 1.04167 6.125 1.25 6.125C1.45833 6.125 1.63542 6.19792 1.78125 6.34375L5 9.5625V1.625C5 1.41667 5.07292 1.23958 5.21875 1.09375C5.36458 0.947917 5.54167 0.875 5.75 0.875Z\"><\/path><\/svg>\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t<\/ul>\n\n\t\t\t\t<div class=\"ssn-dropdown-wrap\">\n\t\t\t\t\t<button\n\t\t\t\t\t\tclass=\"ssn-toggle\"\n\t\t\t\t\t\tid=\"ssn-4a1d80a-toggle\"\n\t\t\t\t\t\ttype=\"button\"\n\t\t\t\t\t\taria-expanded=\"false\"\n\t\t\t\t\t\taria-controls=\"ssn-4a1d80a-dropdown\"\n\t\t\t\t\t>\n\t\t\t\t\t\tGo to Section\t\t\t\t\t\t<span class=\"ssn-caret\" aria-hidden=\"true\"><\/span>\n\t\t\t\t\t<\/button>\n\t\t\t\t<\/div>\n\n\t\t\t<\/div>\n\t\t<\/section>\n\n\t\t\t\t<div id=\"ssn-4a1d80a-dropdown\" class=\"ssn-mobile-dropdown\" role=\"menu\" aria-hidden=\"true\">\n\t\t\t\t\t\t<a href=\"#01\" data-target=\"01\" role=\"menuitem\" tabindex=\"0\">\n\t\t\t\tservices<svg style=\"width:12px;height:12px;flex-shrink:0\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 11 13\" fill=\"none\"><path fill=\"currentColor\" d=\"M5.75 0.875C5.95833 0.875 6.13542 0.947917 6.28125 1.09375C6.42708 1.23958 6.5 1.41667 6.5 1.625V9.5625L9.71875 6.34375C9.86458 6.19792 10.0417 6.125 10.25 6.125C10.4583 6.125 10.6354 6.19792 10.7812 6.34375C10.9271 6.48958 11 6.66667 11 6.875C11 7.08333 10.9271 7.26042 10.7812 7.40625L6.28125 11.9062C6.13542 12.0521 5.95833 12.125 5.75 12.125C5.54167 12.125 5.36458 12.0521 5.21875 11.9062L0.71875 7.40625C0.572917 7.26042 0.5 7.08333 0.5 6.875C0.5 6.66667 0.572917 6.48958 0.71875 6.34375C0.864583 6.19792 1.04167 6.125 1.25 6.125C1.45833 6.125 1.63542 6.19792 1.78125 6.34375L5 9.5625V1.625C5 1.41667 5.07292 1.23958 5.21875 1.09375C5.36458 0.947917 5.54167 0.875 5.75 0.875Z\"><\/path><\/svg>\t\t\t<\/a>\n\t\t\t\t\t\t<a href=\"#02\" data-target=\"02\" role=\"menuitem\" tabindex=\"0\">\n\t\t\t\tOutcomes<svg style=\"width:12px;height:12px;flex-shrink:0\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 11 13\" fill=\"none\"><path fill=\"currentColor\" d=\"M5.75 0.875C5.95833 0.875 6.13542 0.947917 6.28125 1.09375C6.42708 1.23958 6.5 1.41667 6.5 1.625V9.5625L9.71875 6.34375C9.86458 6.19792 10.0417 6.125 10.25 6.125C10.4583 6.125 10.6354 6.19792 10.7812 6.34375C10.9271 6.48958 11 6.66667 11 6.875C11 7.08333 10.9271 7.26042 10.7812 7.40625L6.28125 11.9062C6.13542 12.0521 5.95833 12.125 5.75 12.125C5.54167 12.125 5.36458 12.0521 5.21875 11.9062L0.71875 7.40625C0.572917 7.26042 0.5 7.08333 0.5 6.875C0.5 6.66667 0.572917 6.48958 0.71875 6.34375C0.864583 6.19792 1.04167 6.125 1.25 6.125C1.45833 6.125 1.63542 6.19792 1.78125 6.34375L5 9.5625V1.625C5 1.41667 5.07292 1.23958 5.21875 1.09375C5.36458 0.947917 5.54167 0.875 5.75 0.875Z\"><\/path><\/svg>\t\t\t<\/a>\n\t\t\t\t\t\t<a href=\"#03\" data-target=\"03\" role=\"menuitem\" tabindex=\"0\">\n\t\t\t\tProcess<svg style=\"width:12px;height:12px;flex-shrink:0\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 11 13\" fill=\"none\"><path fill=\"currentColor\" d=\"M5.75 0.875C5.95833 0.875 6.13542 0.947917 6.28125 1.09375C6.42708 1.23958 6.5 1.41667 6.5 1.625V9.5625L9.71875 6.34375C9.86458 6.19792 10.0417 6.125 10.25 6.125C10.4583 6.125 10.6354 6.19792 10.7812 6.34375C10.9271 6.48958 11 6.66667 11 6.875C11 7.08333 10.9271 7.26042 10.7812 7.40625L6.28125 11.9062C6.13542 12.0521 5.95833 12.125 5.75 12.125C5.54167 12.125 5.36458 12.0521 5.21875 11.9062L0.71875 7.40625C0.572917 7.26042 0.5 7.08333 0.5 6.875C0.5 6.66667 0.572917 6.48958 0.71875 6.34375C0.864583 6.19792 1.04167 6.125 1.25 6.125C1.45833 6.125 1.63542 6.19792 1.78125 6.34375L5 9.5625V1.625C5 1.41667 5.07292 1.23958 5.21875 1.09375C5.36458 0.947917 5.54167 0.875 5.75 0.875Z\"><\/path><\/svg>\t\t\t<\/a>\n\t\t\t\t\t\t<a href=\"#04\" data-target=\"04\" role=\"menuitem\" tabindex=\"0\">\n\t\t\t\tWhy us<svg style=\"width:12px;height:12px;flex-shrink:0\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 11 13\" fill=\"none\"><path fill=\"currentColor\" d=\"M5.75 0.875C5.95833 0.875 6.13542 0.947917 6.28125 1.09375C6.42708 1.23958 6.5 1.41667 6.5 1.625V9.5625L9.71875 6.34375C9.86458 6.19792 10.0417 6.125 10.25 6.125C10.4583 6.125 10.6354 6.19792 10.7812 6.34375C10.9271 6.48958 11 6.66667 11 6.875C11 7.08333 10.9271 7.26042 10.7812 7.40625L6.28125 11.9062C6.13542 12.0521 5.95833 12.125 5.75 12.125C5.54167 12.125 5.36458 12.0521 5.21875 11.9062L0.71875 7.40625C0.572917 7.26042 0.5 7.08333 0.5 6.875C0.5 6.66667 0.572917 6.48958 0.71875 6.34375C0.864583 6.19792 1.04167 6.125 1.25 6.125C1.45833 6.125 1.63542 6.19792 1.78125 6.34375L5 9.5625V1.625C5 1.41667 5.07292 1.23958 5.21875 1.09375C5.36458 0.947917 5.54167 0.875 5.75 0.875Z\"><\/path><\/svg>\t\t\t<\/a>\n\t\t\t\t\t\t<a href=\"#05\" data-target=\"05\" role=\"menuitem\" tabindex=\"0\">\n\t\t\t\tCost<svg style=\"width:12px;height:12px;flex-shrink:0\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 11 13\" fill=\"none\"><path fill=\"currentColor\" d=\"M5.75 0.875C5.95833 0.875 6.13542 0.947917 6.28125 1.09375C6.42708 1.23958 6.5 1.41667 6.5 1.625V9.5625L9.71875 6.34375C9.86458 6.19792 10.0417 6.125 10.25 6.125C10.4583 6.125 10.6354 6.19792 10.7812 6.34375C10.9271 6.48958 11 6.66667 11 6.875C11 7.08333 10.9271 7.26042 10.7812 7.40625L6.28125 11.9062C6.13542 12.0521 5.95833 12.125 5.75 12.125C5.54167 12.125 5.36458 12.0521 5.21875 11.9062L0.71875 7.40625C0.572917 7.26042 0.5 7.08333 0.5 6.875C0.5 6.66667 0.572917 6.48958 0.71875 6.34375C0.864583 6.19792 1.04167 6.125 1.25 6.125C1.45833 6.125 1.63542 6.19792 1.78125 6.34375L5 9.5625V1.625C5 1.41667 5.07292 1.23958 5.21875 1.09375C5.36458 0.947917 5.54167 0.875 5.75 0.875Z\"><\/path><\/svg>\t\t\t<\/a>\n\t\t\t\t\t\t<a href=\"#06\" data-target=\"06\" role=\"menuitem\" tabindex=\"0\">\n\t\t\t\tTech stack<svg style=\"width:12px;height:12px;flex-shrink:0\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 11 13\" fill=\"none\"><path fill=\"currentColor\" d=\"M5.75 0.875C5.95833 0.875 6.13542 0.947917 6.28125 1.09375C6.42708 1.23958 6.5 1.41667 6.5 1.625V9.5625L9.71875 6.34375C9.86458 6.19792 10.0417 6.125 10.25 6.125C10.4583 6.125 10.6354 6.19792 10.7812 6.34375C10.9271 6.48958 11 6.66667 11 6.875C11 7.08333 10.9271 7.26042 10.7812 7.40625L6.28125 11.9062C6.13542 12.0521 5.95833 12.125 5.75 12.125C5.54167 12.125 5.36458 12.0521 5.21875 11.9062L0.71875 7.40625C0.572917 7.26042 0.5 7.08333 0.5 6.875C0.5 6.66667 0.572917 6.48958 0.71875 6.34375C0.864583 6.19792 1.04167 6.125 1.25 6.125C1.45833 6.125 1.63542 6.19792 1.78125 6.34375L5 9.5625V1.625C5 1.41667 5.07292 1.23958 5.21875 1.09375C5.36458 0.947917 5.54167 0.875 5.75 0.875Z\"><\/path><\/svg>\t\t\t<\/a>\n\t\t\t\t\t\t<a href=\"#07\" data-target=\"07\" role=\"menuitem\" tabindex=\"0\">\n\t\t\t\tCase studies<svg style=\"width:12px;height:12px;flex-shrink:0\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 11 13\" fill=\"none\"><path fill=\"currentColor\" d=\"M5.75 0.875C5.95833 0.875 6.13542 0.947917 6.28125 1.09375C6.42708 1.23958 6.5 1.41667 6.5 1.625V9.5625L9.71875 6.34375C9.86458 6.19792 10.0417 6.125 10.25 6.125C10.4583 6.125 10.6354 6.19792 10.7812 6.34375C10.9271 6.48958 11 6.66667 11 6.875C11 7.08333 10.9271 7.26042 10.7812 7.40625L6.28125 11.9062C6.13542 12.0521 5.95833 12.125 5.75 12.125C5.54167 12.125 5.36458 12.0521 5.21875 11.9062L0.71875 7.40625C0.572917 7.26042 0.5 7.08333 0.5 6.875C0.5 6.66667 0.572917 6.48958 0.71875 6.34375C0.864583 6.19792 1.04167 6.125 1.25 6.125C1.45833 6.125 1.63542 6.19792 1.78125 6.34375L5 9.5625V1.625C5 1.41667 5.07292 1.23958 5.21875 1.09375C5.36458 0.947917 5.54167 0.875 5.75 0.875Z\"><\/path><\/svg>\t\t\t<\/a>\n\t\t\t\t\t\t<a href=\"#08\" data-target=\"08\" role=\"menuitem\" tabindex=\"0\">\n\t\t\t\tFAQs<svg style=\"width:12px;height:12px;flex-shrink:0\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 11 13\" fill=\"none\"><path fill=\"currentColor\" d=\"M5.75 0.875C5.95833 0.875 6.13542 0.947917 6.28125 1.09375C6.42708 1.23958 6.5 1.41667 6.5 1.625V9.5625L9.71875 6.34375C9.86458 6.19792 10.0417 6.125 10.25 6.125C10.4583 6.125 10.6354 6.19792 10.7812 6.34375C10.9271 6.48958 11 6.66667 11 6.875C11 7.08333 10.9271 7.26042 10.7812 7.40625L6.28125 11.9062C6.13542 12.0521 5.95833 12.125 5.75 12.125C5.54167 12.125 5.36458 12.0521 5.21875 11.9062L0.71875 7.40625C0.572917 7.26042 0.5 7.08333 0.5 6.875C0.5 6.66667 0.572917 6.48958 0.71875 6.34375C0.864583 6.19792 1.04167 6.125 1.25 6.125C1.45833 6.125 1.63542 6.19792 1.78125 6.34375L5 9.5625V1.625C5 1.41667 5.07292 1.23958 5.21875 1.09375C5.36458 0.947917 5.54167 0.875 5.75 0.875Z\"><\/path><\/svg>\t\t\t<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t<script>\n\t\t(function () {\n\t\t\tvar UID             = \"ssn-4a1d80a\";\n\t\t\tvar STICKY_ENABLED  = true;\n\t\t\tvar OFFSET_DESKTOP  = 76;\n\t\t\tvar OFFSET_MOBILE   = 65;\n\t\t\tvar SCROLL_OFFSET   = 80;\n\t\t\tvar SCROLL_DURATION = 800;\n\t\t\tvar BREAKPOINT      = 992;\n\t\t\tvar BAR_H_DESK      = 52;\n\t\t\tvar BAR_H_MOB       = 42;\n\n\t\t\tvar bar      = document.getElementById(UID);\n\t\t\tvar spacer   = document.getElementById(UID + '-spacer');\n\t\t\tvar dropdown = document.getElementById(UID + '-dropdown');\n\t\t\tvar toggle   = document.getElementById(UID + '-toggle');\n\t\t\tif (!bar) return;\n\n\t\t\tvar initialBarTop = null;\n\t\t\tvar isSticky      = false;\n\n\t\t\t\/* \u2500\u2500 Utils \u2500\u2500 *\/\n\t\t\tfunction isMobile()     { return window.innerWidth < BREAKPOINT; }\n\t\t\tfunction headerOffset() { return isMobile() ? OFFSET_MOBILE : OFFSET_DESKTOP; }\n\t\t\tfunction barHeight()    { return isMobile() ? BAR_H_MOB : BAR_H_DESK; }\n\n\t\t\tfunction docTop(el) {\n\t\t\t\tvar t = 0;\n\t\t\t\twhile (el) { t += el.offsetTop; el = el.offsetParent; }\n\t\t\t\treturn t;\n\t\t\t}\n\n\t\t\t\/* \u2500\u2500 Sticky on\/off \u2500\u2500 *\/\n\t\t\tfunction enableSticky() {\n\t\t\t\tif (isSticky) return;\n\t\t\t\tisSticky = true;\n\t\t\t\tbar.classList.add('ssn-sticky');\n\t\t\t\tbar.style.top = headerOffset() + 'px';\n\t\t\t\tif (spacer) spacer.classList.add('ssn-spacer-active-' + UID);\n\t\t\t}\n\n\t\t\tfunction disableSticky() {\n\t\t\t\tif (!isSticky) return;\n\t\t\t\tisSticky = false;\n\t\t\t\tbar.classList.remove('ssn-sticky');\n\t\t\t\tbar.style.top = '';\n\t\t\t\tif (spacer) spacer.classList.remove('ssn-spacer-active-' + UID);\n\t\t\t}\n\n\t\t\t\/* \u2500\u2500 Dropdown positioning \u2500\u2500\n\t\t\t   FIX: always uses position:fixed + getBoundingClientRect() so the\n\t\t\t        panel correctly anchors to the bar bottom in ALL contexts\n\t\t\t        (sticky or not, inside any Elementor layout wrapper). *\/\n\t\t\tfunction positionDropdown() {\n\t\t\t\tif (!dropdown) return;\n\t\t\t\tvar rect = bar.getBoundingClientRect();\n\t\t\t\tdropdown.style.position = 'fixed';\n\t\t\t\tdropdown.style.top      = rect.bottom + 'px';\n\t\t\t\tdropdown.style.left     = '0';\n\t\t\t\tdropdown.style.right    = '0';\n\t\t\t\tdropdown.style.width    = '100%';\n\t\t\t}\n\n\t\t\t\/* \u2500\u2500 Scroll \u2500\u2500 *\/\n\t\t\tfunction onScroll() {\n\t\t\t\t\/* FIX: auto-close dropdown when user scrolls (mobile UX) *\/\n\t\t\t\tcloseDropdown();\n\n\t\t\t\t\/* FIX: sticky logic is now separate from highlightActive() \u2014\n\t\t\t\t        the early return that blocked highlight when sticky was\n\t\t\t\t        disabled has been removed. *\/\n\t\t\t\tif (STICKY_ENABLED && initialBarTop !== null) {\n\t\t\t\t\tvar scrollY = window.pageYOffset || 0;\n\t\t\t\t\tif (scrollY > initialBarTop - headerOffset()) {\n\t\t\t\t\t\tenableSticky();\n\t\t\t\t\t} else {\n\t\t\t\t\t\tdisableSticky();\n\t\t\t\t\t}\n\t\t\t\t\tif (isSticky) bar.style.top = headerOffset() + 'px';\n\t\t\t\t}\n\n\t\t\t\t\/* FIX: highlightActive() now always runs, even when sticky is off *\/\n\t\t\t\thighlightActive();\n\t\t\t}\n\n\t\t\tfunction onResize() {\n\t\t\t\tif (isSticky) bar.style.top = headerOffset() + 'px';\n\t\t\t\tcloseDropdown();\n\t\t\t}\n\n\t\t\t\/* \u2500\u2500 Smooth scroll \u2014 pure JS easeInOutQuad, no jQuery \u2500\u2500 *\/\n\t\t\tfunction scrollToSection(targetId) {\n\t\t\t\tvar target = document.getElementById(targetId);\n\t\t\t\tif (!target) return;\n\t\t\t\tvar dest   = Math.max(0, docTop(target) - SCROLL_OFFSET - (isSticky ? barHeight() : 0));\n\t\t\t\tvar start  = window.pageYOffset;\n\t\t\t\tvar change = dest - start;\n\t\t\t\tvar t0     = null;\n\t\t\t\trequestAnimationFrame(function step(ts) {\n\t\t\t\t\tif (!t0) t0 = ts;\n\t\t\t\t\tvar p = Math.min((ts - t0) \/ SCROLL_DURATION, 1);\n\t\t\t\t\tvar e = p < 0.5 ? 2*p*p : -1 + (4 - 2*p)*p;\n\t\t\t\t\twindow.scrollTo(0, start + change * e);\n\t\t\t\t\tif (p < 1) requestAnimationFrame(step);\n\t\t\t\t});\n\t\t\t}\n\n\t\t\t\/* \u2500\u2500 Active highlight \u2500\u2500 *\/\n\t\t\tfunction highlightActive() {\n\t\t\t\tvar threshold = (window.pageYOffset || 0) + headerOffset() + barHeight() + 10;\n\t\t\t\tvar active    = null;\n\t\t\t\tbar.querySelectorAll('.ssn-menu a[data-target]').forEach(function(a) {\n\t\t\t\t\tvar sec = document.getElementById(a.dataset.target);\n\t\t\t\t\tif (sec && threshold >= docTop(sec)) active = a.dataset.target;\n\t\t\t\t});\n\t\t\t\tbar.querySelectorAll('.ssn-menu a[data-target]').forEach(function(a) {\n\t\t\t\t\ta.classList.toggle('ssn-active', a.dataset.target === active);\n\t\t\t\t});\n\t\t\t}\n\n\t\t\t\/* \u2500\u2500 Mobile dropdown \u2500\u2500 *\/\n\t\t\tfunction openDropdown() {\n\t\t\t\tif (!dropdown || !toggle) return;\n\t\t\t\tpositionDropdown();\n\t\t\t\tdropdown.style.display = 'block';\n\t\t\t\ttoggle.setAttribute('aria-expanded', 'true');\n\t\t\t\ttoggle.classList.add('open');\n\t\t\t\tdropdown.setAttribute('aria-hidden', 'false');\n\t\t\t}\n\n\t\t\tfunction closeDropdown() {\n\t\t\t\tif (!dropdown || !toggle) return;\n\t\t\t\t\/* Guard: skip all DOM writes if already closed \u2014 keeps onScroll() cheap *\/\n\t\t\t\tif (dropdown.style.display === '' || dropdown.style.display === 'none') return;\n\t\t\t\tdropdown.style.display = 'none';\n\t\t\t\ttoggle.setAttribute('aria-expanded', 'false');\n\t\t\t\ttoggle.classList.remove('open');\n\t\t\t\tdropdown.setAttribute('aria-hidden', 'true');\n\t\t\t}\n\n\t\t\tif (toggle) {\n\t\t\t\ttoggle.addEventListener('click', function(e) {\n\t\t\t\t\te.stopPropagation();\n\t\t\t\t\tdropdown && dropdown.style.display === 'block' ? closeDropdown() : openDropdown();\n\t\t\t\t});\n\t\t\t}\n\t\t\tdocument.addEventListener('click', function(e) {\n\t\t\t\tif (!bar.contains(e.target) && (!dropdown || !dropdown.contains(e.target))) closeDropdown();\n\t\t\t});\n\t\t\tdocument.addEventListener('keydown', function(e) { if (e.key === 'Escape') closeDropdown(); });\n\n\t\t\t\/* \u2500\u2500 Bind nav link clicks \u2500\u2500 *\/\n\t\t\tfunction bindClicks(root) {\n\t\t\t\tif (!root) return;\n\t\t\t\troot.querySelectorAll('a[data-target]').forEach(function(a) {\n\t\t\t\t\ta.addEventListener('click', function(e) {\n\t\t\t\t\t\t\/* FIX: preventDefault stops the native anchor jump; JS smooth-scroll handles it *\/\n\t\t\t\t\t\te.preventDefault();\n\t\t\t\t\t\tvar t = this.dataset.target;\n\t\t\t\t\t\tcloseDropdown();\n\t\t\t\t\t\tscrollToSection(t);\n\t\t\t\t\t});\n\t\t\t\t\ta.addEventListener('keydown', function(e) {\n\t\t\t\t\t\tif (e.key === 'Enter' || e.key === ' ') {\n\t\t\t\t\t\t\te.preventDefault();\n\t\t\t\t\t\t\tcloseDropdown();\n\t\t\t\t\t\t\tscrollToSection(this.dataset.target);\n\t\t\t\t\t\t}\n\t\t\t\t\t});\n\t\t\t\t});\n\t\t\t}\n\t\t\tbindClicks(bar);\n\t\t\tbindClicks(dropdown);\n\n\t\t\t\/* \u2500\u2500 Init \u2500\u2500 *\/\n\t\t\tfunction init() {\n\t\t\t\tif (STICKY_ENABLED) initialBarTop = docTop(bar);\n\t\t\t\twindow.addEventListener('scroll', onScroll, { passive: true });\n\t\t\t\twindow.addEventListener('resize', onResize);\n\t\t\t\tonScroll();\n\t\t\t}\n\n\t\t\tdocument.readyState === 'loading'\n\t\t\t\t? document.addEventListener('DOMContentLoaded', init)\n\t\t\t\t: setTimeout(init, 150);\n\t\t}());\n\t\t<\/script>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-a2ff5de e-flex e-con-boxed e-con e-parent\" data-id=\"a2ff5de\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-860f27c elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"860f27c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"29\" height=\"17\" viewBox=\"0 0 29 17\" fill=\"none\"><path d=\"M14.2558 -5.62668e-05L9.79183 16.9919H-0.000171848L7.05583 -5.62668e-05H14.2558ZM28.3678 -5.62668e-05L23.9038 16.9919H14.1118L21.0958 -5.62668e-05H28.3678Z\" fill=\"#6366F1\"><\/path><\/svg>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-de8461f elementor-widget elementor-widget-text-editor\" data-id=\"de8461f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Artificial intelligence development services are engineering services that help organisations build, evaluate, integrate, deploy, and govern AI systems within their operations, covering data pipelines, model selection, training, and MLOps that keep AI systems reliable after launch.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-31a9c5c elementor-widget-mobile__width-inherit elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"31a9c5c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"29\" height=\"17\" viewBox=\"0 0 29 17\" fill=\"none\"><path d=\"M14.1123 16.992L18.5763 -4.76837e-07H28.3683L21.3123 16.992H14.1123ZM0.000335217 16.992L4.46434 -4.76837e-07H14.2563L7.27233 16.992H0.000335217Z\" fill=\"#6366F1\"><\/path><\/svg>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-775cc44 section-padding e-flex e-con-boxed e-con e-parent\" data-id=\"775cc44\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-cf40420 indigo-h2 elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"cf40420\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><span>Production AI that <\/span> fits how you operate<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-30b0f2e indigo-subtitle elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"30b0f2e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<div><div>Turn AI priorities into secure, scalable systems built for the realities of your enterprise. Our end-to-end AI development services align every solution to measurable business goals, enterprise architecture, user workflows, and regulatory requirements.<\/div><div>\u00a0<\/div><div>Whether you are launching your first AI use case or scaling an established portfolio, we help you select the right models, build the right controls, integrate AI into existing systems, and prepare teams for adoption. The result is production-ready AI that performs reliably, fits how your organisation operates, and can evolve as your business, data, and compliance needs change.<\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-c2ea593 section-padding e-flex e-con-boxed e-con e-parent\" data-id=\"c2ea593\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-59358e2 indigo-h2 section-title-margin-bottom elementor-widget elementor-widget-heading\" data-id=\"59358e2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Our AI development services<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f5ba8c1 section-head-margin-bottom elementor-widget elementor-widget-text-editor\" data-id=\"f5ba8c1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>From generative and agentic AI systems to data engineering and MLOps, our AI\/ML development services cover every stage from build to production operations.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-b5d20e6 e-grid e-con-full e-con e-child\" data-id=\"b5d20e6\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d281ec4 indigo-h4 card-shadow elementor-view-default elementor-position-block-start elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"d281ec4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"32\" height=\"32\" viewBox=\"0 0 32 32\"><path d=\"M16.64 22.88c-0.48 0-0.8 0.32-0.8 0.8v1.92c0 0.64-0.24 1.28-0.72 1.68-0.88 0.88-2.48 0.88-3.36 0-0.48-0.4-0.72-1.040-0.72-1.68 0-0.48-0.32-0.8-0.8-0.8-0.56 0-1.040-0.16-1.52-0.4s-0.88-0.64-1.12-1.12c-0.24-0.48-0.4-1.040-0.4-1.52 0-0.56 0.16-1.040 0.4-1.52 0 0 0 0 0 0 0.4-0.56 0.96-1.040 1.6-1.28 0.4-0.16 0.64-0.64 0.48-1.040s-0.64-0.64-1.040-0.48c-0.8 0.32-1.52 0.8-2.080 1.44-0.48-0.16-0.96-0.48-1.28-0.88-0.4-0.64-0.64-1.28-0.64-2s0.24-1.36 0.72-1.92c0.48-0.56 1.040-0.88 1.76-1.040 0.24-0.080 0.48-0.24 0.56-0.48s0.080-0.48-0.080-0.72c-0.24-0.48-0.4-0.96-0.4-1.52s0.16-1.040 0.4-1.52 0.64-0.88 1.12-1.12c0.24-0.16 0.56-0.24 0.8-0.32 0.24 0.88 0.72 1.76 1.52 2.32 0.32 0.24 0.88 0.16 1.12-0.16s0.16-0.88-0.16-1.12c-0.64-0.56-0.96-1.2-0.96-2 0-0.64 0.24-1.28 0.72-1.68 0.88-0.88 2.48-0.88 3.36 0 0.48 0.4 0.72 1.040 0.72 1.68v1.92c0 0.48 0.32 0.8 0.8 0.8s0.8-0.32 0.8-0.8v-1.92c0-1.040-0.4-2.080-1.2-2.8-0.72-0.8-1.76-1.2-2.8-1.2s-2.080 0.4-2.8 1.2c-0.56 0.56-0.96 1.28-1.12 2.080-0.56 0.080-1.12 0.32-1.6 0.56-0.72 0.4-1.36 1.040-1.76 1.76s-0.64 1.52-0.56 2.32c0 0.48 0.080 0.96 0.24 1.44-0.64 0.32-1.28 0.72-1.76 1.28-0.64 0.8-1.040 1.92-1.040 2.96s0.4 2.16 1.040 2.96c0.48 0.56 1.040 1.040 1.76 1.28-0.16 0.48-0.24 0.96-0.24 1.44 0 0.8 0.16 1.6 0.56 2.32s0.96 1.28 1.68 1.76c0.48 0.32 1.040 0.48 1.6 0.56 0.16 0.8 0.56 1.52 1.12 2.080 0.72 0.72 1.76 1.2 2.8 1.2s2.080-0.4 2.8-1.2 1.28-1.76 1.28-2.8v-1.92c0-0.48-0.32-0.8-0.8-0.8z\"><\/path><path d=\"M28.16 17.12h-1.76v-2.24h1.76c0.48 0 0.8-0.32 0.8-0.8s-0.32-0.8-0.8-0.8h-1.84c-0.080-0.56-0.24-0.96-0.56-1.28s-0.8-0.48-1.28-0.56v-1.84c0-0.48-0.32-0.8-0.8-0.8s-0.8 0.32-0.8 0.8v1.76h-2.24v-1.76c0-0.48-0.32-0.8-0.8-0.8s-0.8 0.32-0.8 0.8v1.84c-0.56 0.080-0.96 0.24-1.28 0.56s-0.48 0.8-0.56 1.28h-1.84c-0.48 0-0.8 0.32-0.8 0.8s0.32 0.8 0.8 0.8h1.76v2.24h-1.76c-0.48 0-0.8 0.32-0.8 0.8s0.32 0.8 0.8 0.8h1.84c0.080 0.56 0.24 0.96 0.56 1.28s0.8 0.48 1.28 0.56v1.84c0 0.48 0.32 0.8 0.8 0.8s0.8-0.32 0.8-0.8v-1.76h2.24v1.76c0 0.48 0.32 0.8 0.8 0.8s0.8-0.32 0.8-0.8v-1.84c0.56-0.080 0.96-0.24 1.28-0.56s0.48-0.8 0.56-1.28h1.84c0.48 0 0.8-0.32 0.8-0.8s-0.32-0.8-0.8-0.8zM24.8 17.28c0 0.8 0 1.44-0.16 1.6s-0.8 0.16-1.6 0.16h-2.56c-0.8 0-1.44 0-1.6-0.16s-0.16-0.8-0.16-1.6v-2.56c0-0.8 0-1.44 0.16-1.6s0.8-0.16 1.6-0.16h2.56c0.8 0 1.44 0 1.6 0.16s0.16 0.8 0.16 1.6v2.56z\"><\/path><\/svg>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tCustom AI development\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\tBuild AI around your business needs with models selected for your data, cost, and performance requirements, and architecture designed for production.\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-61bbb51 indigo-h4 card-shadow elementor-view-default elementor-position-block-start elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"61bbb51\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"32\" height=\"32\" viewBox=\"0 0 32 32\"><path d=\"M24.6 18.32c-0.48 0-0.8 0.32-0.8 0.8v7.92c0 0.64-0.56 1.2-1.2 1.2h-17.68c-0.32 0-0.64-0.16-0.8-0.32-0.24-0.24-0.4-0.56-0.4-0.88v-12.16h12c0.48 0 0.8-0.32 0.8-0.8s-0.32-0.8-0.8-0.8h-12v-2c0-0.32 0.16-0.64 0.32-0.8 0.24-0.24 0.56-0.32 0.8-0.32h6.88c0.48 0 0.8-0.32 0.8-0.8s-0.32-0.8-0.8-0.8h-6.8c-0.72 0-1.44 0.32-2 0.8-0.48 0.48-0.8 1.2-0.8 2v15.76c0 0.72 0.32 1.44 0.8 2 0.48 0.48 1.2 0.8 2 0.8h17.76c1.52 0 2.8-1.28 2.8-2.8v-7.92c-0.080-0.48-0.4-0.88-0.88-0.88z\"><\/path><path d=\"M7.16 25.36c0.16 0.16 0.4 0.24 0.56 0.24s0.4-0.080 0.56-0.24l2.96-2.96c0.16-0.16 0.24-0.32 0.24-0.56s-0.080-0.4-0.24-0.56l-2.96-2.96c-0.32-0.32-0.8-0.32-1.12 0s-0.32 0.8 0 1.12l2.4 2.4-2.4 2.4c-0.32 0.32-0.32 0.8 0 1.12z\"><\/path><path d=\"M13.32 23.68c0 0.48 0.32 0.8 0.8 0.8h2.96c0.48 0 0.8-0.32 0.8-0.8s-0.32-0.8-0.8-0.8h-2.96c-0.48 0-0.8 0.32-0.8 0.8z\"><\/path><path d=\"M28.68 7.6c-2.16-0.4-3.92-2-4.4-4.16l-0.080-0.24c-0.16-0.64-0.72-1.12-1.44-1.12 0 0 0 0 0 0-0.72 0-1.28 0.48-1.44 1.12v0.24c-0.48 2.16-2.24 3.84-4.4 4.24-0.72 0.16-1.2 0.72-1.2 1.44s0.48 1.28 1.2 1.44c2.16 0.4 3.92 2 4.4 4.24v0.080c0.16 0.64 0.72 1.12 1.44 1.12 0 0 0 0 0 0 0.72 0 1.28-0.48 1.44-1.12l0.080-0.24c0.48-2.16 2.24-3.84 4.4-4.16 0.72-0.16 1.2-0.72 1.2-1.44s-0.48-1.28-1.2-1.44zM22.76 13.92c-0.64-2.4-2.48-4.24-4.88-4.88 2.32-0.64 4.16-2.48 4.88-4.88 0.64 2.4 2.56 4.24 4.88 4.88-2.32 0.64-4.16 2.48-4.88 4.88z\"><\/path><\/svg>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tGenerative AI &amp; LLM applications\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\tReduce time spent searching, drafting, and summarising with generative AI applications grounded in your enterprise knowledge, with citations and output controls.\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e48b73e indigo-h4 card-shadow elementor-view-default elementor-position-block-start elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"e48b73e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"32\" height=\"32\" viewBox=\"0 0 32 32\"><path d=\"M7.36 17.12c0.48-0.48 1.52-0.48 3.76-0.48h1.76c0.16 1.92 1.040 2.56 3.28 2.56h5.040c2.24 0 3.12-0.64 3.28-2.56 2.080 0 3.28-0.080 4.080-0.96 0.96-0.96 0.96-2.4 0.96-4.88s0-3.92-0.96-4.88c-0.88-0.88-2.080-0.96-4.080-0.96-0.16-1.92-1.040-2.56-3.28-2.56h-5.040c-2.48 0-3.36 0.8-3.36 3.36s0.8 3.36 3.36 3.36h1.76v3.44h-1.76c-2.24 0-3.12 0.64-3.28 2.56h-1.76c-2.48 0-3.92 0-4.88 0.96s-0.96 2.4-0.96 4.88v2.080c-0.64 0.080-1.28 0.4-1.76 0.88-0.72 0.64-1.040 1.44-1.040 2.32s0.32 1.76 0.96 2.32c0.64 0.72 1.44 1.040 2.4 1.040s1.76-0.32 2.32-0.96c0.48-0.48 0.8-1.2 0.96-1.84h3.76c0.16 1.92 1.040 2.56 3.28 2.56h5.040c2.48 0 3.36-0.8 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class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tAI agents &amp; multi-agent systems\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\tScale complex operations with AI agents that coordinate tasks across systems, using defined permissions and human approvals to control higher-risk actions.\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-382e7a7 indigo-h4 card-shadow elementor-view-default elementor-position-block-start elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"382e7a7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"32\" height=\"32\" viewBox=\"0 0 32 32\"><path d=\"M17.845 17.36c-0.72 0.8-1.52 1.44-2.48 1.92-0.32 0.16-0.48 0.4-0.48 0.72v2.96c0 0.080 0 0.080-0.080 0.16 0 0-0.080 0.080-0.16 0.080h-5.92c-0.080 0-0.080 0-0.16-0.080 0 0-0.080-0.080-0.080-0.16v-2.96c0-0.32-0.16-0.56-0.48-0.72-1.28-0.64-2.4-1.6-3.2-2.8s-1.2-2.64-1.28-4c-0.080-1.44 0.24-2.88 0.96-4.16 0.8-1.28 1.84-2.4 3.040-3.12s2.64-1.2 4.080-1.2c1.2 0 2.4 0.24 3.44 0.72 0.4 0.16 0.88 0 1.040-0.4s0-0.88-0.4-1.040c-1.28-0.64-2.72-0.88-4.16-0.88-1.76 0-3.44 0.56-4.88 1.44s-2.64 2.16-3.44 3.68c-0.8 1.52-1.2 3.2-1.12 4.96s0.64 3.36 1.52 4.8c0.88 1.28 2 2.4 3.36 3.12v2.48c0 0.48 0.16 0.96 0.56 1.28 0.32 0.32 0.8 0.56 1.28 0.56h5.92c0.48 0 0.96-0.16 1.28-0.56 0.32-0.32 0.56-0.8 0.56-1.28v-2.48c0.96-0.56 1.84-1.2 2.56-2.080 0.32-0.32 0.24-0.8-0.080-1.12-0.4-0.16-0.96-0.16-1.2 0.16z\"><\/path><path d=\"M15.525 28h-7.84c-0.48 0-0.8 0.32-0.8 0.8s0.32 0.8 0.8 0.8h7.84c0.48 0 0.8-0.32 0.8-0.8s-0.32-0.8-0.8-0.8z\"><\/path><path d=\"M28.565 7.92c-2.16-0.4-3.92-2-4.4-4.16l-0.080-0.24c-0.080-0.64-0.64-1.12-1.36-1.12 0 0 0 0 0 0-0.72 0-1.28 0.48-1.44 1.12v0.24c-0.48 2.16-2.24 3.84-4.4 4.24-0.72 0.16-1.2 0.72-1.2 1.44s0.48 1.28 1.2 1.44c2.16 0.4 3.92 2 4.4 4.24l0.080 0.16c0.16 0.64 0.72 1.12 1.44 1.12 0 0 0 0 0 0 0.72 0 1.28-0.48 1.44-1.12l0.080-0.24c0.48-2.16 2.24-3.84 4.4-4.16 0.72-0.16 1.2-0.72 1.2-1.44-0.16-0.8-0.64-1.36-1.36-1.52zM22.725 14.24c-0.64-2.4-2.48-4.24-4.8-4.88 2.32-0.64 4.16-2.48 4.8-4.88 0.64 2.4 2.48 4.24 4.88 4.88-2.4 0.64-4.24 2.48-4.88 4.88z\"><\/path><\/svg>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tConversational &amp; voice AI\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\tMinimise service queues 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0.4-0.080 0.56-0.24l8.64-8.64c0.72-0.72 1.040-1.6 1.040-2.56s-0.4-1.92-1.12-2.56zM27.24 19.6l-8.4 8.4h-2.88v-2.88l8.4-8.4c0 0 0 0 0 0 0.8-0.8 2.080-0.8 2.88 0 0.4 0.4 0.56 0.88 0.56 1.44 0 0.48-0.16 1.040-0.56 1.44z\"><\/path><path d=\"M16.52 13.2h-5.36c-0.48 0-0.8 0.32-0.8 0.8s0.32 0.8 0.8 0.8h5.36c0.48 0 0.8-0.32 0.8-0.8s-0.4-0.8-0.8-0.8z\"><\/path><\/svg>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tDocument intelligence\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\tReduce manual document processing and data-entry errors with AI that extracts, classifies, and validates information, routing exceptions for human review.\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4d51c9d indigo-h4 card-shadow elementor-view-default elementor-position-block-start elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"4d51c9d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"32\" height=\"32\" viewBox=\"0 0 32 32\"><path d=\"M28.24 5.52h-24.4c0 0-0.080 0-0.080 0-0.72 0-1.36 0.56-1.36 1.36v18.24c0 0.72 0.64 1.36 1.36 1.36h24.48c0.72 0 1.36-0.64 1.36-1.36v-18.24c0-0.72-0.64-1.36-1.36-1.36zM28 24.8h-24v-17.68h24v17.68z\"><\/path><path d=\"M8.72 20.32c0.16 0 0.4-0.080 0.56-0.16l5.6-4.56 2.48 2.32c0.32 0.32 0.8 0.32 1.12 0l5.12-5.28c0.32-0.32 0.32-0.8 0-1.12s-0.8-0.32-1.12 0l-4.64 4.72-2.080-1.92c0 0-0.080-0.080-0.080-0.080-0.48-0.4-1.2-0.32-1.68 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class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tAI workflow automation\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\tReduce manual work and processing errors with AI automation that handles routine tasks, flags exceptions, and routes approvals within your existing workflows.\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f28d23b indigo-h4 card-shadow elementor-view-default elementor-position-block-start elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"f28d23b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<svg 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class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tMLOps, LLMOps &amp; observability\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\tLower AI risk with observability and governance controls built into the architecture. Streamline continuous improvement with MLOps designed for evolving AI needs.\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-87bf904 indigo-h4 card-shadow elementor-view-default elementor-position-block-start elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"87bf904\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"60\" height=\"60\" viewBox=\"0 0 60 60\"><path d=\"M52.5 30C52.5 29.648 52.3766 29.2441 52.0635 28.7373C51.7442 28.2206 51.2832 27.6838 50.71 27.0732C50.175 26.5034 49.4905 25.8174 48.9209 25.1562C48.4114 24.565 47.8979 23.8891 47.5293 23.1299L47.3799 22.7988C47.0161 21.9188 46.8887 20.9561 46.832 20.082C46.777 19.2332 46.7816 18.2549 46.7598 17.4863C46.7097 15.7224 46.4991 14.6788 45.9102 14.0898C45.3212 13.5009 44.2776 13.2903 42.5137 13.2402C41.7451 13.2184 40.7668 13.223 39.918 13.168C39.0439 13.1113 38.0812 12.9839 37.2012 12.6201L37.1992 12.6191C36.3075 12.2484 35.5222 11.6608 34.8477 11.0791C34.1881 10.5104 33.5015 9.82541 32.9316 9.29102C32.3205 8.71791 31.7825 8.25598 31.2646 7.93652C30.7567 7.62321 30.3522 7.5 30 7.5C29.648 7.5 29.2441 7.62344 28.7373 7.93652C28.2206 8.25581 27.6838 8.71681 27.0732 9.29004C26.5034 9.82504 25.8174 10.5095 25.1562 11.0791C24.4804 11.6614 23.6939 12.2496 22.7988 12.6201C21.9192 12.9841 20.9568 13.1113 20.083 13.168C19.2343 13.223 18.256 13.2184 17.4873 13.2402C15.7229 13.2903 14.6787 13.501 14.0898 14.0898C13.501 14.6787 13.2903 15.7229 13.2402 17.4873C13.2184 18.256 13.223 19.2343 13.168 20.083C13.1113 20.9568 12.9841 21.9192 12.6201 22.7988L12.6191 22.8008C12.2484 23.6925 11.6608 24.4778 11.0791 25.1523C10.5104 25.8119 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50.3405 37.3918 50.6887 36.8066 51.1934C36.2066 51.7109 35.6591 52.2638 34.9834 52.8975C34.3487 53.4926 33.6286 54.1296 32.8398 54.6162C32.0412 55.1089 31.0901 55.5 30 55.5C28.9099 55.5 27.9588 55.1089 27.1602 54.6162C26.3714 54.1296 25.6513 53.4926 25.0166 52.8975C24.3409 52.2638 23.7934 51.7109 23.1934 51.1934C22.608 50.6886 22.1065 50.3414 21.6494 50.1514V50.1504C21.2244 49.9751 20.6504 49.8746 19.8887 49.8252C19.1003 49.7741 18.3409 49.7854 17.4023 49.7588C15.752 49.7119 13.5029 49.5654 11.9688 48.0312C10.4346 46.4971 10.2881 44.2489 10.2412 42.5986C10.2146 41.6602 10.2259 40.9008 10.1748 40.1123C10.1254 39.3506 10.0241 38.7764 9.84863 38.3506L9.77051 38.1768C9.56988 37.7666 9.24833 37.3188 8.80664 36.8066C8.28913 36.2066 7.73617 35.6591 7.10254 34.9834C6.50739 34.3487 5.87043 33.6286 5.38379 32.8398C4.89108 32.0412 4.5 31.0901 4.5 30C4.5 28.9099 4.89108 27.9588 5.38379 27.1602C5.87043 26.3714 6.50739 25.6513 7.10254 25.0166C7.73617 24.3409 8.28913 23.7934 8.80664 23.1934C9.31142 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22.2381 50.7523 22.6863 51.1934 23.1982C51.7101 23.798 52.2642 24.346 52.8975 25.0205C53.4923 25.6541 54.1295 26.3732 54.6162 27.1611C55.1092 27.9592 55.5 28.9098 55.5 30Z\"><\/path><path d=\"M38.1706 23.4012C38.7564 22.8156 39.706 22.8154 40.2917 23.4012C40.8773 23.9869 40.8773 24.9365 40.2917 25.5223L27.3689 38.4451C26.7831 39.0309 25.8326 39.0309 25.2468 38.4451L19.7087 32.907C19.123 32.3213 19.123 31.3717 19.7087 30.7859C20.2945 30.2001 21.244 30.2001 21.8298 30.7859L26.3073 35.2625L38.1706 23.4012Z\"><\/path><\/svg>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tAI evaluation, testing &amp; assurance\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\tValidate and assure AI systems against business, quality, security, and compliance requirements with continuous testing to improve performance and reduce risk.\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e2011de indigo-h4 card-shadow elementor-view-default elementor-position-block-start elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"e2011de\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"32\" height=\"32\" viewBox=\"0 0 32 32\"><path d=\"M28.875 13.85h-9.44v-3.6c0-0.24-0.080-0.48-0.24-0.64l-7.76-6.8c-0.32-0.24-0.72-0.24-1.040 0l-7.76 6.8c-0.16 0.16-0.24 0.4-0.24 0.64v18.32c0 0.48 0.32 0.8 0.8 0.8h15.44c0.32 0 0.56-0.16 0.64-0.4h9.52c0.48 0 0.8-0.32 0.8-0.8v-13.52c0.080-0.48-0.32-0.8-0.72-0.8zM17.835 27.77h-5.84v-2.72c0-0.48-0.32-0.8-0.8-0.8s-0.8 0.32-0.8 0.8v2.72h-6.4v-17.2l6.96-6.080 6.96 6.080v17.2zM28.075 27.37h-8.64v-11.92h8.64v11.92z\"><\/path><path d=\"M13.755 18.65h-5.76c-0.48 0-0.8 0.32-0.8 0.8s0.32 0.8 0.8 0.8h5.76c0.48 0 0.8-0.32 0.8-0.8s-0.32-0.8-0.8-0.8z\"><\/path><path d=\"M7.195 13.050c0 0.48 0.32 0.8 0.8 0.8h5.76c0.48 0 0.8-0.32 0.8-0.8s-0.32-0.8-0.8-0.8h-5.76c-0.48 0-0.8 0.32-0.8 0.8z\"><\/path><\/svg>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tAI platforms &amp; AI-as-a-Service\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\tExpand access to AI with platforms that make models available through governed APIs, with access controls and usage monitoring across teams or customers.\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-b637799 section-padding e-flex e-con-boxed e-con e-parent\" data-id=\"b637799\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e063dc7 indigo-h2 section-head-margin-bottom elementor-widget elementor-widget-heading\" data-id=\"e063dc7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Outcomes we have delivered<\/h2>\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5d74c6f e-con-full e-grid e-con e-child\" data-id=\"5d74c6f\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-3754763 e-con-full e-flex e-con e-child\" data-id=\"3754763\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-60a4af4 elementor-widget__width-initial indigo-h3 elementor-widget elementor-widget-icon-box\" data-id=\"60a4af4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tFrom weeks to hours\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\treduction in claims processing time via an AI-powered claims intelligence system on AWS\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4a74960 indigo-btn indigo-btn--label-black elementor-align-center elementor-widget elementor-widget-button\" data-id=\"4a74960\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"\/portfolio\/ai-agent-knowledge-delivery\/\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-arrow-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M190.5 66.9l22.2-22.2c9.4-9.4 24.6-9.4 33.9 0L441 239c9.4 9.4 9.4 24.6 0 33.9L246.6 467.3c-9.4 9.4-24.6 9.4-33.9 0l-22.2-22.2c-9.5-9.5-9.3-25 .4-34.3L311.4 296H24c-13.3 0-24-10.7-24-24v-32c0-13.3 10.7-24 24-24h287.4L190.9 101.2c-9.8-9.3-10-24.8-.4-34.3z\"><\/path><\/svg>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Read More<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-c6bad0b e-con-full e-flex e-con e-child\" data-id=\"c6bad0b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-80e12d0 elementor-widget__width-initial indigo-h3 elementor-widget elementor-widget-icon-box\" data-id=\"80e12d0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\t95% reduction\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\tin the cost of outbound calls through an AI-powered calling agent with serverless architecture.\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5e318c3 indigo-btn indigo-btn--label-black elementor-align-center elementor-widget elementor-widget-button\" data-id=\"5e318c3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"\/portfolio\/automating-financial-video-production\/\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-arrow-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M190.5 66.9l22.2-22.2c9.4-9.4 24.6-9.4 33.9 0L441 239c9.4 9.4 9.4 24.6 0 33.9L246.6 467.3c-9.4 9.4-24.6 9.4-33.9 0l-22.2-22.2c-9.5-9.5-9.3-25 .4-34.3L311.4 296H24c-13.3 0-24-10.7-24-24v-32c0-13.3 10.7-24 24-24h287.4L190.9 101.2c-9.8-9.3-10-24.8-.4-34.3z\"><\/path><\/svg>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Read More<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5e97e61 e-con-full e-flex e-con e-child\" data-id=\"5e97e61\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a48aa8a elementor-widget__width-initial indigo-h3 elementor-widget elementor-widget-icon-box\" data-id=\"a48aa8a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\t2,250 hours saved\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\tevery month with an AI knowledge assistant and RAG architecture.\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-734d4b4 indigo-btn indigo-btn--label-black elementor-align-center elementor-widget elementor-widget-button\" data-id=\"734d4b4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"\/portfolio\/ai-calling-agent\/\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-arrow-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M190.5 66.9l22.2-22.2c9.4-9.4 24.6-9.4 33.9 0L441 239c9.4 9.4 9.4 24.6 0 33.9L246.6 467.3c-9.4 9.4-24.6 9.4-33.9 0l-22.2-22.2c-9.5-9.5-9.3-25 .4-34.3L311.4 296H24c-13.3 0-24-10.7-24-24v-32c0-13.3 10.7-24 24-24h287.4L190.9 101.2c-9.8-9.3-10-24.8-.4-34.3z\"><\/path><\/svg>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Read More<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2484d57 e-con-full e-flex e-con e-child\" data-id=\"2484d57\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-54725dc elementor-widget__width-initial indigo-h3 elementor-widget elementor-widget-icon-box\" data-id=\"54725dc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\t94% matching accuracy\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\tand a 4-minute processing time achieved with an ML-based genealogical matching platform.\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7b58510 indigo-btn indigo-btn--label-black elementor-align-center elementor-widget elementor-widget-button\" data-id=\"7b58510\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"\/portfolio\/ai-patent-correspondence-automation\/\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-arrow-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M190.5 66.9l22.2-22.2c9.4-9.4 24.6-9.4 33.9 0L441 239c9.4 9.4 9.4 24.6 0 33.9L246.6 467.3c-9.4 9.4-24.6 9.4-33.9 0l-22.2-22.2c-9.5-9.5-9.3-25 .4-34.3L311.4 296H24c-13.3 0-24-10.7-24-24v-32c0-13.3 10.7-24 24-24h287.4L190.9 101.2c-9.8-9.3-10-24.8-.4-34.3z\"><\/path><\/svg>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Read More<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-294d015 section-padding e-flex e-con-boxed e-con e-parent\" data-id=\"294d015\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ec60b85 indigo-h2 section-title-margin-bottom elementor-widget elementor-widget-heading\" data-id=\"ec60b85\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Our AI development process<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1b42582 section-head-margin-bottom elementor-widget elementor-widget-text-editor\" data-id=\"1b42582\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Our AI development is flexible and adaptable to client needs, goals, and resources.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3ae40b1 e-con-full e-flex e-con e-child\" data-id=\"3ae40b1\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0993f33 elementor-position-inline-start elementor-mobile-position-inline-start elementor-view-stacked indigo-h4 elementor-shape-circle elementor-widget elementor-widget-icon-box\" data-id=\"0993f33\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"32\" height=\"32\" viewBox=\"0 0 32 32\"><path d=\"M20.7 16.8c-0.24 0.16-0.32 0.4-0.32 0.64-0.96 1.2-2 2.4-3.12 3.52-1.040 1.040-2 1.92-3.040 2.72-1.12-0.88-2.32-1.92-3.44-3.040-1.040-1.040-1.92-2.080-2.8-3.12 0.8-1.040 1.76-2.080 2.8-3.12 1.2-1.2 2.48-2.32 3.76-3.28 0.24-0.16 0.32-0.48 0.32-0.8 0.080-0.32-0.080-0.56-0.32-0.8-4.96-3.6-9.28-4.8-11.2-2.8-1.28 1.28-1.2 3.6 0.080 6.56 0.64 1.36 1.52 2.88 2.56 4.32-3.12 4.32-4.8 8.72-2.72 10.88 0.64 0.64 1.52 0.96 2.56 0.96 1.12 0 2.48-0.32 4-1.040 1.36-0.64 2.88-1.52 4.32-2.64 1.36 0.96 2.72 1.76 4 2.32 1.52 0.72 2.88 1.040 4 1.040 1.040 0 1.92-0.32 2.56-0.96 1.92-1.92 0.8-6.24-2.96-11.2-0.16-0.4-0.64-0.4-1.040-0.16zM4.86 12.64c-1.040-2.24-1.2-4-0.48-4.8 1.040-1.040 4.24-0.4 8.48 2.64-1.12 0.88-2.16 1.84-3.2 2.88-0.96 0.96-1.84 1.92-2.64 2.96-0.88-1.28-1.6-2.56-2.16-3.68zM9.26 26.88c-2.24 1.040-4 1.2-4.8 0.48-1.12-1.12-0.24-4.48 2.56-8.4 0.8 0.96 1.68 2 2.64 2.96 1.040 1.040 2.16 2 3.2 2.88-1.2 0.8-2.48 1.52-3.6 2.080zM23.66 27.040c-0.72 0.72-2.56 0.56-4.8-0.48-1.040-0.48-2.16-1.12-3.28-1.92 0.96-0.8 1.92-1.68 2.88-2.56 1.040-1.040 2-2.080 2.88-3.2 2.72 4.080 3.28 7.2 2.32 8.16z\"><\/path><path d=\"M11.98 17.92c0 0.96 0.8 1.76 1.76 1.76s1.76-0.8 1.76-1.76-0.8-1.76-1.76-1.76-1.76 0.8-1.76 1.76zM13.98 17.92c0 0.24-0.4 0.24-0.4 0 0-0.080 0.080-0.16 0.16-0.16 0.16 0 0.24 0.080 0.24 0.16z\"><\/path><path d=\"M28.46 7.52c-1.92-0.32-3.44-1.76-3.92-3.68l-0.080-0.16c-0.080-0.64-0.64-1.12-1.28-1.12s-1.2 0.48-1.36 1.12v0.16c-0.4 1.92-1.92 3.36-3.92 3.68-0.64 0.080-1.12 0.64-1.12 1.36 0 0.64 0.48 1.2 1.12 1.36 1.92 0.32 3.44 1.76 3.92 3.68v0.16c0.16 0.64 0.72 1.12 1.36 1.12 0 0 0 0 0 0 0.64 0 1.2-0.48 1.36-1.12l0.080-0.16c0.4-1.92 2-3.36 3.92-3.68 0.64-0.080 1.12-0.64 1.12-1.36-0.080-0.64-0.48-1.2-1.2-1.36zM23.18 12.96c-0.64-1.92-2.16-3.44-4.080-4.080 1.92-0.64 3.44-2.16 4.080-4.080 0.64 1.92 2.16 3.44 4.080 4.080-1.92 0.64-3.44 2.16-4.080 4.080z\"><\/path><\/svg>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tOutcome, feasibility &amp; risk alignment\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-305b2cb elementor-widget elementor-widget-text-editor\" data-id=\"305b2cb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Our AI development process starts with aligning AI to your business goals, comprehensive feasibility analysis, use case identification, and risk modelling across both AI governance and industry-compliance dimensions.<\/p><p>What you get: A feasibility and risk assessment with prioritised use cases, success metrics, and a compliance risk register.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-caee7c4 elementor-position-inline-start elementor-mobile-position-inline-start elementor-view-stacked indigo-h4 elementor-shape-circle elementor-widget elementor-widget-icon-box\" data-id=\"caee7c4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"32\" height=\"32\" viewBox=\"0 0 32 32\"><path d=\"M12.48 19.8h-2.32c-0.48 0-0.8 0.32-0.8 0.8s0.32 0.8 0.8 0.8h2.32c0.48 0 0.8-0.32 0.8-0.8s-0.32-0.8-0.8-0.8z\"><\/path><path d=\"M15.6 17.16c0-0.48-0.32-0.8-0.8-0.8h-4.64c-0.48 0-0.8 0.32-0.8 0.8s0.32 0.8 0.8 0.8h4.64c0.48 0 0.8-0.4 0.8-0.8z\"><\/path><path d=\"M21.68 19.64l-1.44-0.32-0.32-1.52c-0.080-0.48-0.56-0.8-1.040-0.8 0 0 0 0 0 0-0.48 0-0.88 0.32-0.96 0.8l-0.4 1.44-1.44 0.32c-0.48 0.080-0.8 0.56-0.8 1.040s0.32 0.88 0.8 1.040l1.44 0.32 0.32 1.44c0.080 0.48 0.56 0.8 1.040 0.8 0 0 0 0 0 0 0.48 0 0.88-0.32 1.040-0.8l0.32-1.44 1.44-0.32c0.48-0.080 0.8-0.56 0.8-1.040s-0.32-0.88-0.8-0.96zM19.040 20.76c-0.080 0.080-0.16 0.16-0.16 0.24-0.080-0.080-0.080-0.16-0.16-0.24s-0.16-0.080-0.24-0.16c0.080-0.080 0.16-0.080 0.24-0.16s0.080-0.16 0.16-0.24c0.080 0.080 0.080 0.16 0.16 0.24s0.16 0.080 0.24 0.16c-0.080 0.080-0.16 0.080-0.24 0.16zM19.44 18.2v0c0 0 0 0 0 0s0 0 0 0z\"><\/path><path d=\"M21.84 12.84h-11.68c-0.48 0-0.8 0.32-0.8 0.8s0.32 0.8 0.8 0.8h11.6c0.48 0 0.8-0.32 0.8-0.8s-0.32-0.8-0.72-0.8z\"><\/path><path d=\"M26.24 5.72c-0.64-0.64-1.6-1.040-2.56-1.040h-2.24v-0.56c0-0.48-0.16-0.88-0.48-1.2s-0.8-0.48-1.2-0.48h-7.44c-0.48 0-0.88 0.16-1.2 0.48s-0.48 0.8-0.48 1.2v0.56h-2.24c-0.96 0-1.84 0.4-2.56 1.040-0.32 0.32-0.56 0.72-0.8 1.2-0.24 0.4-0.32 0.88-0.32 1.36v17.68c0 0.96 0.4 1.84 1.040 2.56 0.32 0.32 0.72 0.56 1.2 0.8 0.4 0.16 0.88 0.24 1.36 0.24h15.36c0.96 0 1.84-0.4 2.56-1.040 0.64-0.64 1.040-1.6 1.040-2.56v-17.68c0-0.96-0.4-1.84-1.040-2.56zM12.16 4.12c0 0 0-0.080 0-0.080s0.080 0 0.080 0h7.44c0 0 0.080 0 0.080 0s0 0.080 0 0.080v2.8c0 0 0 0.080 0 0.080s-0.080 0-0.080 0h-7.44c0 0-0.080 0-0.080 0s0-0.080 0-0.080v-2.8zM25.68 25.96c0 0.56-0.24 1.040-0.56 1.44-0.4 0.32-0.88 0.56-1.44 0.56h-15.36c-0.24 0-0.48-0.080-0.8-0.16-0.24-0.080-0.48-0.24-0.64-0.4-0.32-0.4-0.56-0.88-0.56-1.44v-17.68c0-0.24 0.080-0.48 0.16-0.8s0.24-0.48 0.4-0.64c0.4-0.4 0.88-0.56 1.44-0.56h2.24v0.56c0 0.48 0.16 0.88 0.48 1.2s0.8 0.48 1.2 0.48h7.44c0.48 0 0.88-0.16 1.2-0.48s0.48-0.8 0.48-1.2v-0.56h2.24c0.56 0 1.040 0.24 1.44 0.56 0.4 0.4 0.56 0.88 0.56 1.44v17.68z\"><\/path><\/svg>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tDesign data, architecture &amp; controls\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-badbdb2 elementor-widget elementor-widget-text-editor\" data-id=\"badbdb2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>We identify and evaluate data sources for completeness, develop pipelines for batch and real-time availability, reconfigure existing data architecture for AI based on gap analysis, and design data and compliance controls.<br \/><br \/>What you get: A target architecture and data readiness report.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c2abf12 elementor-position-inline-start elementor-mobile-position-inline-start elementor-view-stacked indigo-h4 elementor-shape-circle elementor-widget elementor-widget-icon-box\" data-id=\"c2abf12\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"32\" height=\"32\" viewBox=\"0 0 32 32\"><path d=\"M25.68 20.96c-0.32-0.32-0.8-0.32-1.12 0s-0.32 0.8 0 1.12l2.32 2.32h-10.16c-0.080-0.16-0.080-0.4-0.16-0.56-0.16-0.4-0.4-0.8-0.8-1.12-0.32-0.32-0.72-0.56-1.12-0.8-0.88-0.32-1.84-0.32-2.72 0-0.4 0.16-0.8 0.4-1.12 0.8-0.32 0.32-0.56 0.72-0.8 1.12-0.080 0.16-0.16 0.4-0.16 0.56h-1.6c-1.12 0-2.16-0.48-2.96-1.28s-1.2-1.84-1.2-2.96c0-1.12 0.4-2.16 1.2-2.96s1.84-1.28 2.96-1.28h7.040c0.16 0.64 0.48 1.2 0.96 1.68 0.64 0.64 1.52 1.040 2.48 1.040s1.84-0.4 2.48-1.040c0.48-0.48 0.8-1.040 0.96-1.68h2.080c1.44 0 2.8-0.56 3.76-1.6 1.040-1.040 1.6-2.4 1.6-3.76 0-1.44-0.56-2.8-1.6-3.76-1.040-1.040-2.4-1.6-3.76-1.6h-9.36c-0.16-0.64-0.48-1.2-0.96-1.68-0.64-0.72-1.52-1.12-2.48-1.12s-1.84 0.4-2.48 1.040c-0.48 0.48-0.8 1.040-0.96 1.68h-4.8c-0.48 0-0.8 0.32-0.8 0.8s0.32 0.8 0.8 0.8h4.8c0.16 0.64 0.48 1.2 0.96 1.68 0.64 0.64 1.52 1.040 2.48 1.040s1.84-0.4 2.48-1.040c0.48-0.48 0.8-1.040 0.96-1.68h9.36c1.040 0 1.92 0.4 2.64 1.12s1.12 1.68 1.12 2.64c0 1.040-0.4 1.92-1.12 2.64s-1.68 1.12-2.64 1.12h-2.080c-0.16-0.64-0.48-1.2-0.96-1.68-0.64-0.64-1.6-1.040-2.48-1.040-0.96 0-1.84 0.4-2.48 1.040-0.48 0.48-0.8 1.040-0.96 1.68h-7.12c-1.52 0-2.96 0.64-4.080 1.76-1.040 1.12-1.68 2.56-1.68 4.080s0.56 2.96 1.68 4.080c1.040 1.12 2.48 1.68 4.080 1.76h1.6c0.080 0.16 0.080 0.4 0.16 0.56 0.16 0.4 0.4 0.8 0.8 1.12 0.32 0.32 0.72 0.56 1.12 0.8 0.88 0.32 1.84 0.32 2.72 0 0.4-0.16 0.8-0.4 1.12-0.8 0.32-0.32 0.56-0.72 0.8-1.12 0.080-0.16 0.16-0.4 0.16-0.56h10.16l-2.32 2.32c-0.32 0.32-0.32 0.8 0 1.12 0.16 0.16 0.4 0.24 0.56 0.24s0.4-0.080 0.56-0.24l3.68-3.68c0 0 0 0 0 0s0 0 0 0v0c0 0 0 0 0 0s0 0 0 0c0.16-0.16 0.24-0.32 0.24-0.56s-0.080-0.4-0.24-0.56l-3.6-3.6zM10.080 7.28c-0.4-0.4-0.56-0.88-0.56-1.36s0.24-1.040 0.56-1.36 0.8-0.56 1.36-0.56c0.48 0 1.040 0.24 1.36 0.56 0.4 0.4 0.56 0.88 0.56 1.36 0 0 0 0 0 0s0 0 0 0c0 0.48-0.24 0.96-0.56 1.36-0.72 0.8-2 0.8-2.72 0zM18.72 13.12c0.48 0 1.040 0.24 1.36 0.56 0.4 0.4 0.56 0.88 0.56 1.36s-0.24 1.040-0.56 1.36c-0.72 0.72-2 0.72-2.72 0-0.4-0.4-0.56-0.88-0.56-1.36 0 0 0 0 0 0s0 0 0 0c0-0.48 0.24-1.040 0.56-1.36 0.4-0.32 0.88-0.56 1.36-0.56zM15.040 25.92c-0.080 0.24-0.24 0.48-0.4 0.64s-0.4 0.32-0.64 0.4c-0.48 0.16-1.040 0.16-1.52 0-0.24-0.080-0.48-0.24-0.64-0.4s-0.32-0.4-0.4-0.64-0.16-0.48-0.16-0.72 0.080-0.48 0.16-0.72 0.24-0.48 0.4-0.64c0.16-0.16 0.4-0.32 0.64-0.4s0.48-0.16 0.72-0.16 0.48 0.080 0.72 0.16c0.24 0.080 0.48 0.24 0.64 0.4s0.32 0.4 0.4 0.64 0.16 0.48 0.16 0.72 0 0.48-0.080 0.72z\"><\/path><\/svg>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tBuild, evaluate &amp; assure\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a0c5747 elementor-widget elementor-widget-text-editor\" data-id=\"a0c5747\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>AI solutions are developed using retrained or fine-tuned foundation models, or purpose-built custom models. Each solution is then evaluated and tested for performance, scalability, reliability, and operational integration.<br \/><br \/>What you get: A tested AI system with an evaluation report.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4a1f75b elementor-position-inline-start elementor-mobile-position-inline-start elementor-view-stacked indigo-h4 elementor-shape-circle elementor-widget elementor-widget-icon-box\" data-id=\"4a1f75b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"32\" height=\"32\" viewBox=\"0 0 32 32\"><path d=\"M25.68 20.96c-0.32-0.32-0.8-0.32-1.12 0s-0.32 0.8 0 1.12l2.32 2.32h-10.16c-0.080-0.16-0.080-0.4-0.16-0.56-0.16-0.4-0.4-0.8-0.8-1.12-0.32-0.32-0.72-0.56-1.12-0.8-0.88-0.32-1.84-0.32-2.72 0-0.4 0.16-0.8 0.4-1.12 0.8-0.32 0.32-0.56 0.72-0.8 1.12-0.080 0.16-0.16 0.4-0.16 0.56h-1.6c-1.12 0-2.16-0.48-2.96-1.28s-1.2-1.84-1.2-2.96c0-1.12 0.4-2.16 1.2-2.96s1.84-1.28 2.96-1.28h7.040c0.16 0.64 0.48 1.2 0.96 1.68 0.64 0.64 1.52 1.040 2.48 1.040s1.84-0.4 2.48-1.040c0.48-0.48 0.8-1.040 0.96-1.68h2.080c1.44 0 2.8-0.56 3.76-1.6 1.040-1.040 1.6-2.4 1.6-3.76 0-1.44-0.56-2.8-1.6-3.76-1.040-1.040-2.4-1.6-3.76-1.6h-9.36c-0.16-0.64-0.48-1.2-0.96-1.68-0.64-0.72-1.52-1.12-2.48-1.12s-1.84 0.4-2.48 1.040c-0.48 0.48-0.8 1.040-0.96 1.68h-4.8c-0.48 0-0.8 0.32-0.8 0.8s0.32 0.8 0.8 0.8h4.8c0.16 0.64 0.48 1.2 0.96 1.68 0.64 0.64 1.52 1.040 2.48 1.040s1.84-0.4 2.48-1.040c0.48-0.48 0.8-1.040 0.96-1.68h9.36c1.040 0 1.92 0.4 2.64 1.12s1.12 1.68 1.12 2.64c0 1.040-0.4 1.92-1.12 2.64s-1.68 1.12-2.64 1.12h-2.080c-0.16-0.64-0.48-1.2-0.96-1.68-0.64-0.64-1.6-1.040-2.48-1.040-0.96 0-1.84 0.4-2.48 1.040-0.48 0.48-0.8 1.040-0.96 1.68h-7.12c-1.52 0-2.96 0.64-4.080 1.76-1.040 1.12-1.68 2.56-1.68 4.080s0.56 2.96 1.68 4.080c1.040 1.12 2.48 1.68 4.080 1.76h1.6c0.080 0.16 0.080 0.4 0.16 0.56 0.16 0.4 0.4 0.8 0.8 1.12 0.32 0.32 0.72 0.56 1.12 0.8 0.88 0.32 1.84 0.32 2.72 0 0.4-0.16 0.8-0.4 1.12-0.8 0.32-0.32 0.56-0.72 0.8-1.12 0.080-0.16 0.16-0.4 0.16-0.56h10.16l-2.32 2.32c-0.32 0.32-0.32 0.8 0 1.12 0.16 0.16 0.4 0.24 0.56 0.24s0.4-0.080 0.56-0.24l3.68-3.68c0 0 0 0 0 0s0 0 0 0v0c0 0 0 0 0 0s0 0 0 0c0.16-0.16 0.24-0.32 0.24-0.56s-0.080-0.4-0.24-0.56l-3.6-3.6zM10.080 7.28c-0.4-0.4-0.56-0.88-0.56-1.36s0.24-1.040 0.56-1.36 0.8-0.56 1.36-0.56c0.48 0 1.040 0.24 1.36 0.56 0.4 0.4 0.56 0.88 0.56 1.36 0 0 0 0 0 0s0 0 0 0c0 0.48-0.24 0.96-0.56 1.36-0.72 0.8-2 0.8-2.72 0zM18.72 13.12c0.48 0 1.040 0.24 1.36 0.56 0.4 0.4 0.56 0.88 0.56 1.36s-0.24 1.040-0.56 1.36c-0.72 0.72-2 0.72-2.72 0-0.4-0.4-0.56-0.88-0.56-1.36 0 0 0 0 0 0s0 0 0 0c0-0.48 0.24-1.040 0.56-1.36 0.4-0.32 0.88-0.56 1.36-0.56zM15.040 25.92c-0.080 0.24-0.24 0.48-0.4 0.64s-0.4 0.32-0.64 0.4c-0.48 0.16-1.040 0.16-1.52 0-0.24-0.080-0.48-0.24-0.64-0.4s-0.32-0.4-0.4-0.64-0.16-0.48-0.16-0.72 0.080-0.48 0.16-0.72 0.24-0.48 0.4-0.64c0.16-0.16 0.4-0.32 0.64-0.4s0.48-0.16 0.72-0.16 0.48 0.080 0.72 0.16c0.24 0.080 0.48 0.24 0.64 0.4s0.32 0.4 0.4 0.64 0.16 0.48 0.16 0.72 0 0.48-0.080 0.72z\"><\/path><\/svg>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tDeploy into enterprise workflows\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dc49a15 elementor-widget elementor-widget-text-editor\" data-id=\"dc49a15\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Deployment takes place within the target environment, with AI integrated into existing systems, processes and workflows while minimising disruption and removing potential performance bottlenecks.<\/p><p>What you get: A production release with runbooks and a rollback plan.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7f6b206 elementor-position-inline-start elementor-mobile-position-inline-start elementor-view-stacked indigo-h4 elementor-shape-circle elementor-widget elementor-widget-icon-box\" data-id=\"7f6b206\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"32\" height=\"32\" viewBox=\"0 0 32 32\"><path d=\"M29.53 10.51c-0.24-2.080-1.12-4-2.64-5.44-1.44-1.44-3.36-2.4-5.44-2.64-2-0.24-4.16 0.24-5.84 1.36-1.76 1.12-3.040 2.72-3.76 4.72-0.64 1.76-0.64 3.68-0.16 5.52l-9.040 9.12c-0.16 0.16-0.24 0.32-0.24 0.56v3.84c0 1.2 0.88 2.080 2.080 2.080h5.12c0.48 0 0.8-0.32 0.8-0.8v-3.040h3.040c0.48 0 0.8-0.32 0.8-0.8v-3.040h1.76c0.24 0 0.4-0.080 0.56-0.24l1.44-1.44c1.84 0.48 3.76 0.48 5.52-0.16 1.92-0.64 3.6-2 4.72-3.76 1.040-1.68 1.52-3.76 1.28-5.84zM26.89 15.55c-0.88 1.44-2.24 2.56-3.84 3.12s-3.36 0.56-4.96 0c-0.32-0.080-0.64 0-0.8 0.16l-1.52 1.52h-2.24c-0.48 0-0.8 0.32-0.8 0.8v3.040h-3.12c-0.48 0-0.8 0.32-0.8 0.8v3.040h-4.32c-0.32 0-0.48-0.16-0.48-0.48v-3.52l9.2-9.2c0.24-0.24 0.32-0.56 0.16-0.8-0.56-1.6-0.56-3.36 0-4.96s1.68-2.96 3.12-3.84c1.44-0.88 3.12-1.28 4.8-1.12s3.28 0.96 4.48 2.16c1.2 1.2 1.92 2.8 2.16 4.48 0.24 1.6-0.16 3.36-1.040 4.8z\"><\/path><path d=\"M21.77 8.83c-0.8 0-1.44 0.64-1.44 1.44s0.64 1.44 1.44 1.44c0.8 0 1.44-0.64 1.44-1.44s-0.72-1.44-1.44-1.44z\"><\/path><\/svg>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tGovern, monitor &amp; improve\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f7e65b1 elementor-widget elementor-widget-text-editor\" data-id=\"f7e65b1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Post-deployment, we monitor the model for concept and data drift and optimise AI systems as the original parameters and requirements change. This enables continuous improvement, governed operations, and business-aligned evolution.<\/p><p>What you get: Monitoring dashboards tailored to your operations and scheduled performance reviews.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-f81db77 section-padding e-flex e-con-boxed e-con e-parent\" data-id=\"f81db77\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4569f4f indigo-h2 section-title-margin-bottom elementor-widget elementor-widget-heading\" data-id=\"4569f4f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Regulations &amp; frameworks we align to <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-246f9fd  section-head-margin-bottom elementor-widget elementor-widget-text-editor\" data-id=\"246f9fd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>We deliver AI development services aligned to regional, industry, and AI-specific guidelines and regulatory standards, including:<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-76bd4a7 e-grid e-con-full e-con e-child\" data-id=\"76bd4a7\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-3d45baa e-flex e-con-boxed e-con e-child\" data-id=\"3d45baa\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-03e01b0 indigo-h4 elementor-widget elementor-widget-heading\" data-id=\"03e01b0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Regulatory<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a019392 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"a019392\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-circle\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M256 8C119 8 8 119 8 256s111 248 248 248 248-111 248-248S393 8 256 8z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">HIPAA  <\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-circle\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M256 8C119 8 8 119 8 256s111 248 248 248 248-111 248-248S393 8 256 8z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">GDPR and UK GDPR  <\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-circle\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M256 8C119 8 8 119 8 256s111 248 248 248 248-111 248-248S393 8 256 8z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">EU AI Act  <\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-16fe6a4 e-con-full e-flex e-con e-child\" data-id=\"16fe6a4\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c2d4141 indigo-h4 elementor-widget elementor-widget-heading\" data-id=\"c2d4141\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Standards &amp; frameworks<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0f87815 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"0f87815\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-circle\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M256 8C119 8 8 119 8 256s111 248 248 248 248-111 248-248S393 8 256 8z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">NIST AI Risk Management Framework  <\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-circle\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M256 8C119 8 8 119 8 256s111 248 248 248 248-111 248-248S393 8 256 8z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">ISO\/IEC 42001 controls <\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-circle\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M256 8C119 8 8 119 8 256s111 248 248 248 248-111 248-248S393 8 256 8z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">SOC 2 Trust Services Criteria <\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-9b41e58 section-padding e-flex e-con-boxed e-con e-parent\" data-id=\"9b41e58\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8ca37e4 indigo-h2 section-head-margin-bottom elementor-widget elementor-widget-heading\" data-id=\"8ca37e4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Certifications &amp; recognitions <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-367a0c1 elementor-widget elementor-widget-clients_logo_widget\" data-id=\"367a0c1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"clients_logo_widget.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n\t\t<style>\n\t\t#clw-367a0c1 { width:100%; box-sizing:border-box; }\n\n\t\t\/* Track outer \u2014 clips overflow *\/\n\t\t#clw-367a0c1 .clw-track-outer {\n\t\t\twidth: 100%;\n\t\t\toverflow: hidden;\n\t\t\tposition: relative;\n\t\t}\n\n\t\t\/* Desktop track \u2014 width max-content so clones extend beyond container *\/\n\t\t#clw-367a0c1 .clw-track {\n\t\t\tdisplay: flex !important;\n\t\t\tflex-direction: row !important;\n\t\t\tflex-wrap: nowrap !important;\n\t\t\talign-items: center !important;\n\t\t\tjustify-content: flex-start !important;\n\t\t\twidth: max-content !important;\n\t\t\tmargin: 0 !important;\n\t\t\tpadding: 0 !important;\n\t\t\ttransition: transform .5s cubic-bezier(.25,.46,.45,.94);\n\t\t\twill-change: transform;\n\t\t}\n\n\t\t\/* Each item \u2014 JS sets exact width, logo centered inside *\/\n\t\t#clw-367a0c1 .clw-item {\n\t\t\tdisplay: flex !important;\n\t\t\talign-items: center !important;\n\t\t\tjustify-content: center !important;\n\t\t\tflex-shrink: 0 !important;\n\t\t}\n\n\t\t\/* Logo \u2014 constrained, centered *\/\n\t\t#clw-367a0c1 .clw-logo {\n\t\t\tdisplay: block !important;\n\t\t\tobject-fit: contain !important;\n\t\t\tmax-width: 80%;\n\t\t\theight: 70px;\n\t\t\twidth: auto;\n\t\t\tflex-shrink: 0;\n\t\t}\n\t\t\n\t\t\/* Dot separator \u2014 fixed 56px wide (24+8+24), perfectly centered *\/\n\t\t#clw-367a0c1 .clw-sep {\n\t\t\tdisplay: flex !important;\n\t\t\talign-items: center !important;\n\t\t\tjustify-content: center !important;\n\t\t\tflex-shrink: 0 !important;\n\t\t\twidth: 56px !important;\n\t\t\tmin-width: 56px !important;\n\t\t}\n\t\t#clw-367a0c1 .clw-sep span {\n\t\t\tdisplay: block;\n\t\t\twidth: 8px; height: 8px;\n\t\t\tborder-radius: 50%;\n\t\t\tbackground-color: var(--e-global-color-primary) !important;\n\t\t\tflex-shrink: 0;\n\t\t}\n\t\t\/* Hide separator after last item *\/\n\t\t#clw-367a0c1 .clw-item:last-of-type + .clw-sep,\n\t\t#clw-367a0c1 .clw-sep:last-child { display:none !important; }\n\n\t\t\/* Mobile nav dots *\/\n\t\t#clw-367a0c1 .clw-nav-dots {\n\t\t\tdisplay: none;\n\t\t\tjustify-content: center;\n\t\t\talign-items: center;\n\t\t\tgap: 12px;\n\t\t\tmargin-top: 20px;\n\t\t\theight: 36px;\n\t\t\tbox-sizing: content-box;\n\t\t}\n\t\t#clw-367a0c1 .clw-nd {\n\t\t\twidth: 10px !important;\n\t\t\theight: 10px !important;\n\t\t\tborder-radius: 50% !important;\n\t\t\tbackground: var(--e-global-color-f527530) !important;\n\t\t\topacity: 1;\n\t\t\tcursor: pointer;\n\t\t\tborder:none !important;\t\t\tpadding: 0;\n\t\t\ttransition: width .25s ease, height .25s ease, opacity .25s ease, background .25s ease, border .25s ease;\n\t\t\tflex-shrink: 0;\n\t\t\tdisplay: block;\n\t\t\tbox-sizing: border-box;\n\t\t}\n\t\t#clw-367a0c1 .clw-nd.active {\n\t\t\twidth: 14px !important;\n\t\t\theight: 14px !important;\n\t\t\topacity: 1 !important;\n\t\t\tbackground: var(--e-global-color-primary) !important;\n\t\t\tborder:3px solid var(--e-global-color-primary) !important;\t\t}\n\n\t\t\/* Mobile *\/\n\t\t@media (max-width: 768px) {\n\t\t\t#clw-367a0c1 .clw-track {\n\t\t\t\twidth: auto !important;\n\t\t\t\tjustify-content: flex-start !important;\n\t\t\t}\n\t\t\t#clw-367a0c1 .clw-item {\n\t\t\t\tflex-direction: column !important;\n\t\t\t\tjustify-content: center;\n\t\t\t\talign-items: center;\n\t\t\t}\n\t\t\t#clw-367a0c1 .clw-sep { display:none !important; }\n\t\t\t#clw-367a0c1 .clw-nav-dots { display:flex; }\n\t\t}\n\t\t<\/style>\n\n\t\t<div id=\"clw-367a0c1\"\n\t\t\t data-clw=\"1\"\n\t\t\t data-autoplay=\"true\"\n\t\t\t data-speed=\"3000\"\n\t\t\t data-lpr=\"4\"\n\t\t\t data-sep=\"1\"\n\t\t\t data-dot-color=\"var(--e-global-color-f527530)\"\n\t\t\t data-dot-active-color=\"var(--e-global-color-primary)\">\n\n\t\t\t<div class=\"clw-track-outer\">\n\t\t\t\t<div class=\"clw-track\">\n\t\t\t\t\t\t\t\t\t<div class=\"clw-item\"><img loading=\"lazy\" decoding=\"async\" width=\"290\" height=\"290\" src=\"https:\/\/10pearls.com\/uk\/wp-content\/uploads\/2026\/09\/iso-27001-1.webp\" class=\"clw-logo\" alt=\"ISO\/IEC 27001:2002 certified\" loading=\"lazy\" style=\"\" srcset=\"https:\/\/10pearls.com\/uk\/wp-content\/uploads\/2026\/09\/iso-27001-1.webp 290w, https:\/\/10pearls.com\/uk\/wp-content\/uploads\/2026\/09\/iso-27001-1-150x150.webp 150w\" sizes=\"auto, (max-width: 290px) 100vw, 290px\" \/><\/div>\n\t\t\t\t\t\t\t\t\t\t<div class=\"clw-sep\" aria-hidden=\"true\"><span><\/span><\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"clw-item\"><img loading=\"lazy\" decoding=\"async\" width=\"122\" height=\"123\" src=\"https:\/\/10pearls.com\/uk\/wp-content\/uploads\/2026\/09\/amazon-AWS-AI-services-competency-partner.svg\" class=\"clw-logo\" alt=\"Amazon-AWS-AI-Services-Competency-Partner\" loading=\"lazy\" style=\"\" \/><\/div>\n\t\t\t\t\t\t\t\t\t\t<div class=\"clw-sep\" aria-hidden=\"true\"><span><\/span><\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"clw-item\"><img loading=\"lazy\" decoding=\"async\" width=\"200\" height=\"122\" src=\"https:\/\/10pearls.com\/uk\/wp-content\/uploads\/2026\/09\/Microsoft-Solution-Partner-Data-AI.svg\" class=\"clw-logo\" alt=\"Microsoft-Solution-Partner-Data-&amp;-AI\" loading=\"lazy\" style=\"\" \/><\/div>\n\t\t\t\t\t\t\t\t\t\t<div class=\"clw-sep\" aria-hidden=\"true\"><span><\/span><\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"clw-item\"><img loading=\"lazy\" decoding=\"async\" width=\"143\" height=\"143\" src=\"https:\/\/10pearls.com\/uk\/wp-content\/uploads\/2026\/10\/NVTC-AI50-2026-Recognition-.webp\" class=\"clw-logo\" alt=\"NVTC-AI50-2026-Recognition\" loading=\"lazy\" style=\"\" \/><\/div>\n\t\t\t\t\t\t\t\t\t\t<div class=\"clw-sep\" aria-hidden=\"true\"><span><\/span><\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\n\t\t\t<div class=\"clw-nav-dots\" role=\"tablist\"><\/div>\n\n\t\t<\/div>\n\n\t\t<script>\n\t\t(function(){\n\t\t\tvar wrap = document.getElementById('clw-367a0c1');\n\t\t\tif(!wrap) return;\n\t\t\tvar outer    = wrap.querySelector('.clw-track-outer');\n\t\t\tvar track    = wrap.querySelector('.clw-track');\n\t\t\tvar dotsWrap = wrap.querySelector('.clw-nav-dots');\n\t\t\tif(!track || !outer) return;\n\n\t\t\tvar origItems = [].slice.call(track.querySelectorAll('.clw-item:not(.clw-clone)'));\n\t\t\tvar total     = origItems.length;\n\t\t\tif(total === 0) return;\n\n\t\t\tvar autoplay = wrap.dataset.autoplay !== 'false';\n\t\t\tvar speed    = parseInt(wrap.dataset.speed || '3000', 10);\n\t\t\tvar lpr      = parseInt(wrap.dataset.lpr   || '4',    10);\n\t\t\tvar hasSep   = wrap.dataset.sep === '1';\n\t\t\tvar SEP_W    = hasSep ? 56 : 0; \/\/ 24px padding \u00d7 2 + 8px dot = 56px per separator\n\t\t\tvar cur      = 0;\n\t\t\tvar slot     = 0;\n\t\t\tvar timer    = null;\n\t\t\tvar TRANS    = 'transform .5s cubic-bezier(.25,.46,.45,.94)';\n\n\t\t\t\/* \u2500\u2500 Desktop: logo items get equal width, separators fixed 56px \u2500\u2500 *\/\n\t\t\tfunction setDesktopWidths() {\n\t\t\t\tvar outerW   = outer.offsetWidth || wrap.offsetWidth || 800;\n\t\t\t\t\/\/ Total separator space for lpr logos = (lpr - 1) separators\n\t\t\t\tvar totalSep = SEP_W * (lpr - 1);\n\t\t\t\tvar logoW    = Math.floor((outerW - totalSep) \/ lpr);\n\n\t\t\t\t[].forEach.call(track.querySelectorAll('.clw-item'), function(el){\n\t\t\t\t\tel.style.width    = logoW + 'px';\n\t\t\t\t\tel.style.minWidth = logoW + 'px';\n\t\t\t\t\tel.style.maxWidth = logoW + 'px';\n\t\t\t\t});\n\t\t\t}\n\n\t\t\t\/* \u2500\u2500 Mobile: full container width per item \u2500\u2500 *\/\n\t\t\tfunction setMobileWidths() {\n\t\t\t\tvar w = outer.offsetWidth || 320;\n\t\t\t\t[].forEach.call(track.querySelectorAll('.clw-item'), function(el){\n\t\t\t\t\tel.style.width = el.style.minWidth = el.style.maxWidth = w + 'px';\n\t\t\t\t});\n\t\t\t}\n\n\t\t\tfunction isMob() { return window.innerWidth <= 768; 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' active' : '');\n\t\t\t\t\t\tb.setAttribute('aria-label', 'Logo ' + (idx + 1));\n\t\t\t\t\t\tb.addEventListener('click', function(){ stopT(); jumpTo(idx); startT(); });\n\t\t\t\t\t\tdotsWrap.appendChild(b);\n\t\t\t\t\t})(i);\n\t\t\t\t}\n\t\t\t}\n\n\t\t\tfunction updDots() {\n\t\t\t\t[].forEach.call(dotsWrap.querySelectorAll('.clw-nd'), function(b, i){\n\t\t\t\t\tb.classList.toggle('active', i === cur);\n\t\t\t\t});\n\t\t\t}\n\n\t\t\tfunction jumpTo(n) {\n\t\t\t\tslot = n; cur = n;\n\t\t\t\tmoveTo(slot, false);\n\t\t\t\tupdDots();\n\t\t\t}\n\n\t\t\t\/* \u2500\u2500 Timer \u2500\u2500 *\/\n\t\t\tfunction stopT()  { clearInterval(timer); timer = null; }\n\t\t\tfunction startT() {\n\t\t\t\tif(!autoplay) return; stopT();\n\t\t\t\ttimer = setInterval(next, speed);\n\t\t\t}\n\n\t\t\t\/* \u2500\u2500 Swipe \u2500\u2500 *\/\n\t\t\tvar tx = 0, ty = 0;\n\t\t\ttrack.addEventListener('touchstart', function(e){ tx=e.touches[0].clientX; ty=e.touches[0].clientY; stopT(); }, 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{\n\t\t\t\tbuildClones();\n\t\t\t\tif(isMob()) {\n\t\t\t\t\tsetMobileWidths();\n\t\t\t\t\tdotsWrap.style.display = 'flex';\n\t\t\t\t\tbuildDots();\n\t\t\t\t} else {\n\t\t\t\t\tsetDesktopWidths();\n\t\t\t\t\tdotsWrap.style.display = 'none';\n\t\t\t\t}\n\t\t\t\tslot = 0; cur = 0;\n\t\t\t\tmoveTo(0, false);\n\t\t\t\tupdDots();\n\t\t\t\tstartT();\n\t\t\t}\n\n\t\t\tif(document.readyState === 'loading') {\n\t\t\t\tdocument.addEventListener('DOMContentLoaded', function(){ requestAnimationFrame(doInit); });\n\t\t\t} else {\n\t\t\t\trequestAnimationFrame(doInit);\n\t\t\t}\n\t\t})();\n\t\t<\/script>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-14a9399 featured-bnr-section e-flex e-con-boxed e-con e-child\" data-id=\"14a9399\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-b91534d e-con-full e-flex e-con e-child\" data-id=\"b91534d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6cbdf53 indigo-h2 section-title-margin-bottom elementor-widget elementor-widget-heading\" data-id=\"6cbdf53\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Ready to operationalise AI for your business \nwith secure and governed AI systems?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-00c3c69 elementor-widget elementor-widget-text-editor\" data-id=\"00c3c69\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>We take you from idea and use case discovery to AI systems embedded into <br \/>your processes and aligned to your business priorities.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f6d9e57 indigo-btn indigo-btn--ghost elementor-widget elementor-widget-button\" data-id=\"f6d9e57\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"\/get-in-touch\/\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-arrow-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M190.5 66.9l22.2-22.2c9.4-9.4 24.6-9.4 33.9 0L441 239c9.4 9.4 9.4 24.6 0 33.9L246.6 467.3c-9.4 9.4-24.6 9.4-33.9 0l-22.2-22.2c-9.5-9.5-9.3-25 .4-34.3L311.4 296H24c-13.3 0-24-10.7-24-24v-32c0-13.3 10.7-24 24-24h287.4L190.9 101.2c-9.8-9.3-10-24.8-.4-34.3z\"><\/path><\/svg>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Let\u2019s talk<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-1e7e449 section-padding e-flex e-con-boxed e-con e-parent\" data-id=\"1e7e449\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-142d68a indigo-h2 section-head-margin-bottom elementor-widget elementor-widget-heading\" data-id=\"142d68a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Why choose 10Pearls for enterprise AI development services<\/h2>\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-c11366f e-grid e-con-full e-con e-child\" data-id=\"c11366f\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e3c30e8 indigo-h4 elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"e3c30e8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"32\" height=\"32\" viewBox=\"0 0 32 32\"><path d=\"M27.517 14.32h-7.68c-1.040 0-1.84 0.8-1.84 1.76v11.84c0 0.96 0.8 1.76 1.76 1.76h7.68c0.96 0 1.76-0.8 1.76-1.76v-11.84c0.080-0.96-0.72-1.76-1.68-1.76zM27.677 27.92c0 0.080-0.080 0.16-0.16 0.16h-7.68c-0.080 0-0.16-0.080-0.16-0.16v-11.84c0-0.080 0.080-0.16 0.16-0.16h7.68c0.080 0 0.16 0.080 0.16 0.16v11.84z\"><\/path><path d=\"M27.517 2.32h-7.68c-1.040 0-1.84 0.8-1.84 1.76v3.92c0 0.96 0.8 1.76 1.76 1.76h7.68c0.96 0 1.76-0.8 1.76-1.76v-3.92c0.080-0.96-0.72-1.76-1.68-1.76zM27.677 8.080c0 0.080-0.080 0.16-0.16 0.16h-7.68c-0.080 0-0.16-0.080-0.16-0.16v-4c-0.080-0.080 0-0.16 0.080-0.16h7.68c0.080 0 0.16 0.080 0.16 0.16v4z\"><\/path><path d=\"M12.317 2.32h-7.76c-0.96 0-1.76 0.8-1.76 1.76v11.84c0 0.96 0.8 1.76 1.76 1.76h7.68c0.96 0 1.76-0.8 1.76-1.76v-11.84c0.080-0.96-0.72-1.76-1.68-1.76zM12.477 15.92c0 0.080-0.080 0.16-0.16 0.16h-7.76c-0.080 0-0.16-0.080-0.16-0.16v-11.84c0-0.080 0.080-0.16 0.16-0.16h7.68c0.080 0 0.16 0.080 0.16 0.16v11.84z\"><\/path><path d=\"M12.317 21.52h-7.76c-0.96 0-1.76 0.8-1.76 1.76v3.92c0 0.96 0.8 1.76 1.76 1.76h7.68c0.96 0 1.76-0.8 1.76-1.76v-3.92c0.080-0.96-0.72-1.76-1.68-1.76zM12.477 27.28c0 0.080-0.080 0.16-0.16 0.16h-7.76c-0.080 0-0.16-0.080-0.16-0.16v-3.92c0-0.16 0.080-0.24 0.16-0.24h7.68c0.080 0 0.16 0.080 0.16 0.16v4z\"><\/path><\/svg>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tOutcome-driven AI development\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\tBuild AI systems aligned to your business value that reduce risk, optimise cost, and deliver measurable results tied to specific business KPIs.\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f871df7 indigo-h4 elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"f871df7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"32\" height=\"32\" viewBox=\"0 0 32 32\"><path d=\"M28.723 3.664c-0.080-0.16-0.24-0.32-0.4-0.4-0.32-0.080-6.96-2.88-12 2.16-0.96 0.88-1.84 2.16-2.8 3.68-3.44-2.080-7.040-1.12-10.8 2.72-0.16 0.16-0.24 0.4-0.24 0.64s0.16 0.48 0.4 0.56l6.080 3.68c-0.080 0.32-0.080 0.64 0.16 0.88l4.56 4.56c0 0.16 0 0.24 0.080 0.32l3.92 6.56c0.16 0.24 0.32 0.32 0.56 0.4 0 0 0.080 0 0.080 0 0.24 0 0.4-0.080 0.56-0.24 2.64-2.56 5.28-6 2.96-10.16 1.92-1.12 3.52-2.32 4.56-3.36 5.2-5.040 2.4-11.76 2.32-12zM12.643 10.384c-0.64 1.040-1.28 2.16-1.92 3.36-0.32 0.56-0.64 1.12-0.96 1.68l-5.12-3.12c2.88-2.8 5.52-3.44 8-1.92zM12.083 14.464c0.16-0.32 0.32-0.56 0.48-0.88l5.68 5.68c-0.24 0.16-0.48 0.32-0.8 0.48-0.8 0.48-1.68 0.96-2.48 1.44l-4.32-4.32c0.48-0.8 0.96-1.6 1.44-2.4zM18.563 27.344l-2.8-4.72c0.88-0.48 1.68-1.040 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class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tAI-accelerated  engineering &amp; QA \t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\tImprove time to value with agentic software development, automated QA and testing, and accelerated delivery cycles without compromising on quality.\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d23b48d indigo-h4 elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"d23b48d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"32\" height=\"32\" viewBox=\"0 0 32 32\"><path d=\"M28.875 13.85h-9.44v-3.6c0-0.24-0.080-0.48-0.24-0.64l-7.76-6.8c-0.32-0.24-0.72-0.24-1.040 0l-7.76 6.8c-0.16 0.16-0.24 0.4-0.24 0.64v18.32c0 0.48 0.32 0.8 0.8 0.8h15.44c0.32 0 0.56-0.16 0.64-0.4h9.52c0.48 0 0.8-0.32 0.8-0.8v-13.52c0.080-0.48-0.32-0.8-0.72-0.8zM17.835 27.77h-5.84v-2.72c0-0.48-0.32-0.8-0.8-0.8s-0.8 0.32-0.8 0.8v2.72h-6.4v-17.2l6.96-6.080 6.96 6.080v17.2zM28.075 27.37h-8.64v-11.92h8.64v11.92z\"><\/path><path d=\"M13.755 18.65h-5.76c-0.48 0-0.8 0.32-0.8 0.8s0.32 0.8 0.8 0.8h5.76c0.48 0 0.8-0.32 0.8-0.8s-0.32-0.8-0.8-0.8z\"><\/path><path d=\"M7.195 13.050c0 0.48 0.32 0.8 0.8 0.8h5.76c0.48 0 0.8-0.32 0.8-0.8s-0.32-0.8-0.8-0.8h-5.76c-0.48 0-0.8 0.32-0.8 0.8z\"><\/path><\/svg>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tBuilt for  enterprise workflows \t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\tDesign AI systems for the operational complexity and scale of enterprise environments, backed by 20+ years of enterprise delivery experience.\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-95d4f2d indigo-h4 elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"95d4f2d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"32\" height=\"32\" viewBox=\"0 0 32 32\"><path d=\"M20.551 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1.040-6 2.080-1.6 0.96-3.12 1.84-4.88 1.68-0.4 0-0.8 0.24-0.88 0.64-2.56 13.2 4 20.96 11.6 22.8 0.080 0 0.16 0 0.16 0 0.080 0 0.16 0 0.24 0 9.28-2.48 13.6-11.2 11.36-22.72zM16.071 28.002c-6.16-1.6-12.48-7.76-10.32-20.24 1.92-0.080 3.52-1.040 5.12-1.92 1.68-0.96 3.2-1.84 5.2-1.84 1.92-0.080 3.36 0.8 4.96 1.76 1.52 0.88 3.12 1.84 5.2 2 1.84 10.4-1.92 17.92-10.16 20.24z\"><\/path><\/svg>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tSecurity &amp;  compliance embedded\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\tEmbed security and governance controls into AI systems\u2019 architecture, making them observable, auditable, and policy-controlled.\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element 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1.2-0.48c0.48 0 0.88 0.16 1.2 0.48 0.4 0.32 0.56 0.8 0.56 1.2z\"><\/path><\/svg>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tContinuous AI operations  &amp; optimisation\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\tMaintain performance, quality, and enable scalability of AI systems as business needs evolve. 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0.16c0.16 0.64 0.72 1.12 1.44 1.12 0 0 0 0 0 0 0.72 0 1.28-0.48 1.44-1.12l0.080-0.24c0.48-2.16 2.24-3.84 4.4-4.16 0.72-0.16 1.2-0.72 1.2-1.44-0.16-0.8-0.64-1.36-1.36-1.52zM22.725 14.24c-0.64-2.4-2.48-4.24-4.8-4.88 2.32-0.64 4.16-2.48 4.8-4.88 0.64 2.4 2.48 4.24 4.88 4.88-2.4 0.64-4.24 2.48-4.88 4.88z\"><\/path><\/svg>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tAI architecture informed by risk modelling\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\tReduce AI adoption, governance, and business-alignment risks with architectures built using information obtained by comprehensive risk modelling.\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-301b424 section-padding e-flex e-con-boxed e-con e-parent\" data-id=\"301b424\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c1e4109 indigo-h2 section-head-margin-bottom elementor-widget elementor-widget-heading\" data-id=\"c1e4109\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">10Pearls in numbers<\/h2>\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-e9e001d e-con-full e-grid e-con e-child\" data-id=\"e9e001d\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-eeef2e4 elementor-widget elementor-widget-image-box\" data-id=\"eeef2e4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><div class=\"elementor-image-box-content\"><h3 class=\"elementor-image-box-title\">700+<\/h3><p class=\"elementor-image-box-description\">projects completed<\/p><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1cbe021 elementor-widget elementor-widget-image-box\" data-id=\"1cbe021\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><div class=\"elementor-image-box-content\"><h3 class=\"elementor-image-box-title\">225+<\/h3><p class=\"elementor-image-box-description\">enterprise clients<\/p><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-44f5623 elementor-widget elementor-widget-image-box\" data-id=\"44f5623\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><div class=\"elementor-image-box-content\"><h3 class=\"elementor-image-box-title\">20+ years<\/h3><p class=\"elementor-image-box-description\">of enterprise-grade solutions<\/p><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f57a9af elementor-widget elementor-widget-image-box\" data-id=\"f57a9af\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><div class=\"elementor-image-box-content\"><h3 class=\"elementor-image-box-title\">10+<\/h3><p class=\"elementor-image-box-description\">Industries with AI deployments<\/p><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-949aaad elementor-widget elementor-widget-image-box\" data-id=\"949aaad\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><div class=\"elementor-image-box-content\"><h3 class=\"elementor-image-box-title\">1400+<\/h3><p class=\"elementor-image-box-description\">people across four continents<\/p><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1e3c3c1 elementor-widget elementor-widget-image-box\" data-id=\"1e3c3c1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><div class=\"elementor-image-box-content\"><h3 class=\"elementor-image-box-title\">4.9\/5<\/h3><p class=\"elementor-image-box-description\">Clutch rating<\/p><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-abfd66a section-padding e-flex e-con-boxed e-con e-parent\" data-id=\"abfd66a\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-088520a indigo-h2 section-head-margin-bottom elementor-widget elementor-widget-heading\" data-id=\"088520a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">You are in great company<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0a15f5e elementor-widget elementor-widget-clients_logo_widget\" data-id=\"0a15f5e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"clients_logo_widget.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n\t\t<style>\n\t\t#clw-0a15f5e { width:100%; box-sizing:border-box; }\n\n\t\t\/* Track outer \u2014 clips overflow *\/\n\t\t#clw-0a15f5e .clw-track-outer {\n\t\t\twidth: 100%;\n\t\t\toverflow: hidden;\n\t\t\tposition: relative;\n\t\t}\n\n\t\t\/* Desktop track \u2014 width max-content so clones extend beyond container *\/\n\t\t#clw-0a15f5e .clw-track {\n\t\t\tdisplay: flex !important;\n\t\t\tflex-direction: row !important;\n\t\t\tflex-wrap: nowrap !important;\n\t\t\talign-items: center !important;\n\t\t\tjustify-content: flex-start !important;\n\t\t\twidth: max-content !important;\n\t\t\tmargin: 0 !important;\n\t\t\tpadding: 0 !important;\n\t\t\ttransition: transform .5s cubic-bezier(.25,.46,.45,.94);\n\t\t\twill-change: transform;\n\t\t}\n\n\t\t\/* Each item \u2014 JS sets exact width, logo centered inside *\/\n\t\t#clw-0a15f5e .clw-item {\n\t\t\tdisplay: flex !important;\n\t\t\talign-items: center !important;\n\t\t\tjustify-content: center !important;\n\t\t\tflex-shrink: 0 !important;\n\t\t}\n\n\t\t\/* Logo \u2014 constrained, centered *\/\n\t\t#clw-0a15f5e .clw-logo {\n\t\t\tdisplay: block !important;\n\t\t\tobject-fit: contain !important;\n\t\t\tmax-width: 80%;\n\t\t\theight: 70px;\n\t\t\twidth: auto;\n\t\t\tflex-shrink: 0;\n\t\t}\n\t\t\n\t\t\/* Dot separator \u2014 fixed 56px wide (24+8+24), perfectly centered *\/\n\t\t#clw-0a15f5e .clw-sep {\n\t\t\tdisplay: flex !important;\n\t\t\talign-items: center !important;\n\t\t\tjustify-content: center !important;\n\t\t\tflex-shrink: 0 !important;\n\t\t\twidth: 56px !important;\n\t\t\tmin-width: 56px !important;\n\t\t}\n\t\t#clw-0a15f5e .clw-sep span {\n\t\t\tdisplay: block;\n\t\t\twidth: 8px; height: 8px;\n\t\t\tborder-radius: 50%;\n\t\t\tbackground-color: #6366F1 !important;\n\t\t\tflex-shrink: 0;\n\t\t}\n\t\t\/* Hide separator after last item *\/\n\t\t#clw-0a15f5e .clw-item:last-of-type + .clw-sep,\n\t\t#clw-0a15f5e .clw-sep:last-child { display:none !important; }\n\n\t\t\/* Mobile nav dots *\/\n\t\t#clw-0a15f5e .clw-nav-dots {\n\t\t\tdisplay: none;\n\t\t\tjustify-content: center;\n\t\t\talign-items: center;\n\t\t\tgap: 12px;\n\t\t\tmargin-top: 20px;\n\t\t\theight: 36px;\n\t\t\tbox-sizing: content-box;\n\t\t}\n\t\t#clw-0a15f5e .clw-nd {\n\t\t\twidth: 10px !important;\n\t\t\theight: 10px !important;\n\t\t\tborder-radius: 50% !important;\n\t\t\tbackground: var(--e-global-color-f527530) !important;\n\t\t\topacity: 1;\n\t\t\tcursor: pointer;\n\t\t\tborder:none !important;\t\t\tpadding: 0;\n\t\t\ttransition: width .25s ease, height .25s ease, opacity .25s ease, background .25s ease, border .25s ease;\n\t\t\tflex-shrink: 0;\n\t\t\tdisplay: block;\n\t\t\tbox-sizing: border-box;\n\t\t}\n\t\t#clw-0a15f5e .clw-nd.active {\n\t\t\twidth: 14px !important;\n\t\t\theight: 14px !important;\n\t\t\topacity: 1 !important;\n\t\t\tbackground: var(--e-global-color-5d532a8) !important;\n\t\t\tborder:3px solid var(--e-global-color-fe2d5c5) !important;\t\t}\n\n\t\t\/* Mobile *\/\n\t\t@media (max-width: 768px) {\n\t\t\t#clw-0a15f5e .clw-track {\n\t\t\t\twidth: auto !important;\n\t\t\t\tjustify-content: flex-start !important;\n\t\t\t}\n\t\t\t#clw-0a15f5e .clw-item {\n\t\t\t\tflex-direction: column !important;\n\t\t\t\tjustify-content: center;\n\t\t\t\talign-items: center;\n\t\t\t}\n\t\t\t#clw-0a15f5e .clw-sep { display:none !important; }\n\t\t\t#clw-0a15f5e .clw-nav-dots { display:flex; }\n\t\t}\n\t\t<\/style>\n\n\t\t<div id=\"clw-0a15f5e\"\n\t\t\t data-clw=\"1\"\n\t\t\t data-autoplay=\"true\"\n\t\t\t data-speed=\"3000\"\n\t\t\t data-lpr=\"4\"\n\t\t\t data-sep=\"1\"\n\t\t\t data-dot-color=\"var(--e-global-color-f527530)\"\n\t\t\t data-dot-active-color=\"var(--e-global-color-5d532a8)\">\n\n\t\t\t<div class=\"clw-track-outer\">\n\t\t\t\t<div class=\"clw-track\">\n\t\t\t\t\t\t\t\t\t<div class=\"clw-item\"><img loading=\"lazy\" decoding=\"async\" width=\"178\" height=\"100\" src=\"https:\/\/10pearls.com\/uk\/wp-content\/uploads\/2026\/09\/paypal.svg\" class=\"clw-logo\" alt=\"Paypal\" loading=\"lazy\" style=\"\" \/><\/div>\n\t\t\t\t\t\t\t\t\t\t<div class=\"clw-sep\" aria-hidden=\"true\"><span><\/span><\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"clw-item\"><img loading=\"lazy\" decoding=\"async\" width=\"144\" height=\"49\" src=\"https:\/\/10pearls.com\/uk\/wp-content\/uploads\/2026\/09\/cocacola-logo.svg\" class=\"clw-logo\" alt=\"Coca Cola\" loading=\"lazy\" style=\"\" \/><\/div>\n\t\t\t\t\t\t\t\t\t\t<div class=\"clw-sep\" aria-hidden=\"true\"><span><\/span><\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"clw-item\"><img loading=\"lazy\" decoding=\"async\" width=\"172\" height=\"46\" src=\"https:\/\/10pearls.com\/uk\/wp-content\/uploads\/2026\/09\/transunion-logo-2.svg\" class=\"clw-logo\" alt=\"TransUnion\" loading=\"lazy\" style=\"\" \/><\/div>\n\t\t\t\t\t\t\t\t\t\t<div class=\"clw-sep\" aria-hidden=\"true\"><span><\/span><\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"clw-item\"><img loading=\"lazy\" decoding=\"async\" width=\"167\" height=\"40\" src=\"https:\/\/10pearls.com\/uk\/wp-content\/uploads\/2026\/09\/vodafone-logo.svg\" class=\"clw-logo\" alt=\"vodafone\" loading=\"lazy\" style=\"\" \/><\/div>\n\t\t\t\t\t\t\t\t\t\t<div class=\"clw-sep\" aria-hidden=\"true\"><span><\/span><\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"clw-item\"><img loading=\"lazy\" decoding=\"async\" width=\"407\" height=\"131\" src=\"https:\/\/10pearls.com\/uk\/wp-content\/uploads\/2026\/10\/Verizon-new-logo.webp\" class=\"clw-logo\" alt=\"\" loading=\"lazy\" style=\"\" srcset=\"https:\/\/10pearls.com\/uk\/wp-content\/uploads\/2026\/10\/Verizon-new-logo.webp 407w, https:\/\/10pearls.com\/uk\/wp-content\/uploads\/2026\/10\/Verizon-new-logo-300x97.webp 300w\" sizes=\"auto, (max-width: 407px) 100vw, 407px\" \/><\/div>\n\t\t\t\t\t\t\t\t\t\t<div class=\"clw-sep\" aria-hidden=\"true\"><span><\/span><\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"clw-item\"><img loading=\"lazy\" decoding=\"async\" width=\"175\" height=\"45\" src=\"https:\/\/10pearls.com\/uk\/wp-content\/uploads\/2026\/10\/aarp-logo.svg\" class=\"clw-logo\" alt=\"\" loading=\"lazy\" style=\"\" \/><\/div>\n\t\t\t\t\t\t\t\t\t\t<div class=\"clw-sep\" aria-hidden=\"true\"><span><\/span><\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"clw-item\"><img loading=\"lazy\" decoding=\"async\" width=\"165\" height=\"42\" src=\"https:\/\/10pearls.com\/uk\/wp-content\/uploads\/2026\/09\/exelon-2.webp\" class=\"clw-logo\" alt=\"Exelon\" loading=\"lazy\" style=\"\" \/><\/div>\n\t\t\t\t\t\t\t\t\t\t<div class=\"clw-sep\" aria-hidden=\"true\"><span><\/span><\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"clw-item\"><img loading=\"lazy\" decoding=\"async\" width=\"121\" height=\"41\" src=\"https:\/\/10pearls.com\/uk\/wp-content\/uploads\/2026\/11\/amc-networks-logo.svg\" class=\"clw-logo\" alt=\"\" loading=\"lazy\" style=\"width:140px !important;max-width:140px !important;height:46px !important;\" \/><\/div>\n\t\t\t\t\t\t\t\t\t\t<div class=\"clw-sep\" aria-hidden=\"true\"><span><\/span><\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"clw-item\"><img 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role=\"tablist\"><\/div>\n\n\t\t<\/div>\n\n\t\t<script>\n\t\t(function(){\n\t\t\tvar wrap = document.getElementById('clw-0a15f5e');\n\t\t\tif(!wrap) return;\n\t\t\tvar outer    = wrap.querySelector('.clw-track-outer');\n\t\t\tvar track    = wrap.querySelector('.clw-track');\n\t\t\tvar dotsWrap = wrap.querySelector('.clw-nav-dots');\n\t\t\tif(!track || !outer) return;\n\n\t\t\tvar origItems = [].slice.call(track.querySelectorAll('.clw-item:not(.clw-clone)'));\n\t\t\tvar total     = origItems.length;\n\t\t\tif(total === 0) return;\n\n\t\t\tvar autoplay = wrap.dataset.autoplay !== 'false';\n\t\t\tvar speed    = parseInt(wrap.dataset.speed || '3000', 10);\n\t\t\tvar lpr      = parseInt(wrap.dataset.lpr   || '4',    10);\n\t\t\tvar hasSep   = wrap.dataset.sep === '1';\n\t\t\tvar SEP_W    = hasSep ? 56 : 0; \/\/ 24px padding \u00d7 2 + 8px dot = 56px per separator\n\t\t\tvar cur      = 0;\n\t\t\tvar slot     = 0;\n\t\t\tvar timer    = null;\n\t\t\tvar TRANS    = 'transform .5s 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});\n\t\t\t} else {\n\t\t\t\trequestAnimationFrame(doInit);\n\t\t\t}\n\t\t})();\n\t\t<\/script>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d65e3e0 section-padding e-flex e-con-boxed e-con e-parent\" data-id=\"d65e3e0\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e9c7b82 indigo-h2 section-title-margin-bottom elementor-widget elementor-widget-heading\" data-id=\"e9c7b82\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">How much AI development costs?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-17d3ee2 section-head-margin-bottom elementor-widget elementor-widget-text-editor\" data-id=\"17d3ee2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>AI development cost is influenced by a number of factors, the most significant of which are:<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5d0f089 e-grid e-con-full e-con e-child\" data-id=\"5d0f089\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6ced7f2 indigo-h4 elementor-widget elementor-widget-icon-box\" data-id=\"6ced7f2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tScope &amp; autonomy\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\tThe more a system does on its own, from answering questions to taking actions across systems, the more time, people, and guardrails it needs.\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5c8401a indigo-h4 elementor-widget elementor-widget-icon-box\" data-id=\"5c8401a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tData readiness\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\tScattered or unstructured data and strict availability requirements add preparation and architecture work before the AI build begins.\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-97b61fe indigo-h4 elementor-widget elementor-widget-icon-box\" data-id=\"97b61fe\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tIntegrations\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\tEach system the AI reads from or writes to adds build and testing effort, with custom work for some legacy and closed systems.\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8732638 indigo-h4 elementor-widget elementor-widget-icon-box\" data-id=\"8732638\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tModel approach\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\tFine-tuning existing models or training custom ones costs more than adapting foundation models with RAG.\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ff87b11 indigo-h4 elementor-widget elementor-widget-icon-box\" data-id=\"ff87b11\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tCompliance requirements\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\tGovernance controls, audit trails, test records, and documentation each have to be designed, tested, and evidenced.\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b67b6c4 mi-table elementor-widget elementor-widget-html\" data-id=\"b67b6c4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t\t<div class=\"mi-table\">\r\n  <table>\r\n    <thead>\r\n      <tr>\r\n        <th>Project stage<\/th>\r\n        <th>Typical range<\/th>\r\n      <\/tr>\r\n    <\/thead>\r\n    <tbody>\r\n      <tr>\r\n        <td>Proof of value<\/td>\r\n        <td>$25,000 to $100,000<\/td>\r\n      <\/tr>\r\n      <tr>\r\n        <td>Production AI system<\/td>\r\n        <td>$50,000 to $500,000<\/td>\r\n      <\/tr>\r\n      <tr>\r\n        <td>Enterprise AI programme<\/td>\r\n        <td>$250,000 to $2,000,000<\/td>\r\n      <\/tr>\r\n    <\/tbody>\r\n  <\/table>\r\n<\/div>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4e28c0f section-head-margin-bottom elementor-widget elementor-widget-text-editor\" data-id=\"4e28c0f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><strong>Disclaimer:<\/strong> These are tentative ranges mostly based on the current market data. The exact estimates are provided once we scope the project. These do not include the infrastructure, compute, and licensing costs.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fa528b2 indigo-h3 section-title-margin-bottom elementor-widget elementor-widget-heading\" data-id=\"fa528b2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Ongoing operating costs<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2bc4605 elementor-widget elementor-widget-text-editor\" data-id=\"2bc4605\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Inference, hosting, and monitoring costs depend on usage, model choice, and operational requirements. We estimate these during scoping so you can plan for both development and ongoing operations.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-08f50bc section-padding gradient-lefttoright-service e-flex e-con-boxed e-con e-child\" data-id=\"08f50bc\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-6c4538d e-con-full e-flex e-con e-child\" data-id=\"6c4538d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b3ccb51 indigo-h2 section-title-margin-bottom elementor-widget elementor-widget-heading\" data-id=\"b3ccb51\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Become an AI-native enterprise with 10Pearls ValuePath <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d0888a8 elementor-widget elementor-widget-text-editor\" data-id=\"d0888a8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Move beyond isolated AI initiatives with a strategic framework that transforms <br \/>how your organisation operates, scales, and creates value with AI.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c6fc21e indigo-btn indigo-btn--gradient elementor-widget elementor-widget-button\" data-id=\"c6fc21e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"\/artificial-intelligence\/ai-transformation-services-valuepath\/\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-arrow-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M190.5 66.9l22.2-22.2c9.4-9.4 24.6-9.4 33.9 0L441 239c9.4 9.4 9.4 24.6 0 33.9L246.6 467.3c-9.4 9.4-24.6 9.4-33.9 0l-22.2-22.2c-9.5-9.5-9.3-25 .4-34.3L311.4 296H24c-13.3 0-24-10.7-24-24v-32c0-13.3 10.7-24 24-24h287.4L190.9 101.2c-9.8-9.3-10-24.8-.4-34.3z\"><\/path><\/svg>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Explore 10Pearls ValuePath <\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-c37bbae section-padding e-flex e-con-boxed e-con e-parent\" data-id=\"c37bbae\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-10ed8bf indigo-h2 section-head-margin-bottom elementor-widget elementor-widget-heading\" data-id=\"10ed8bf\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Industries we support<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dcc5658 elementor-widget elementor-widget-template\" data-id=\"dcc5658\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"template.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-template\">\n\t\t\t\t\t<div data-elementor-type=\"container\" data-elementor-id=\"213704\" class=\"elementor elementor-213704\" data-elementor-post-type=\"elementor_library\">\n\t\t\t\t<div class=\"elementor-element elementor-element-293ede2 e-grid e-con-full e-con e-child\" data-id=\"293ede2\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-15553cf card-shadow elementor-view-default elementor-position-block-start elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"15553cf\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<a href=\"\/industry-healthcare\/\" target=\"_blank\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"Healthcare\">\n\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"32\" height=\"32\" viewBox=\"0 0 32 32\"><path d=\"M29.6 14.36c0-0.080 0-0.24-0.080-0.32l-2.8-5.6c-0.48-0.96-1.44-1.6-2.48-1.6h-3.68c-0.080 0-0.16 0-0.24 0.080-0.48-0.96-1.44-1.68-2.56-1.68h-12.8c-1.52 0-2.8 1.28-2.8 2.8v13.12c0 1.52 1.28 2.8 2.8 2.8h1.28c0.16 0.64 0.48 1.28 0.96 1.76 0.64 0.64 1.6 1.040 2.56 1.040s1.84-0.4 2.56-1.040c0.4-0.4 0.64-0.8 0.8-1.28h6.16c0.16 0.48 0.48 0.96 0.8 1.28 0.64 0.64 1.6 1.040 2.56 1.040s1.84-0.4 2.56-1.040c0.64-0.64 0.96-1.36 1.040-2.24h0.8c0.72 0 1.44-0.32 2-0.8 0.56-0.56 0.8-1.2 0.8-2l-0.24-6.32zM24.24 8.44c0.48 0 0.88 0.24 1.040 0.64l2.72 5.52v0.24h-7.44c0 0 0 0 0 0v-6.4c0 0 0 0 0 0h3.68zM3.76 21.16v-13.12c0-0.64 0.56-1.2 1.2-1.2h12.8c0.64 0 1.2 0.56 1.2 1.2v13.44c0 0.24 0.080 0.4 0.24 0.56-0.080 0.24-0.16 0.56-0.16 0.8h-5.76c-0.080-0.8-0.4-1.6-1.040-2.16-0.64-0.64-1.6-1.040-2.56-1.040s-1.84 0.4-2.56 1.040c-0.48 0.48-0.8 1.040-0.96 1.68h-1.2c-0.64 0-1.2-0.56-1.2-1.2zM11.12 24.6c-0.72 0.72-2.080 0.72-2.8 0-0.4-0.4-0.56-0.88-0.56-1.36s0.24-1.040 0.56-1.36c0.4-0.4 0.88-0.56 1.36-0.56s1.040 0.24 1.36 0.56c0.4 0.4 0.56 0.88 0.56 1.36 0.080 0.48-0.080 0.96-0.48 1.36zM23.92 24.6c-0.72 0.72-2.080 0.72-2.8 0-0.4-0.4-0.56-0.88-0.56-1.36s0.24-1.040 0.56-1.36c0.4-0.4 0.88-0.56 1.36-0.56 0.56 0 1.040 0.24 1.36 0.56 0.4 0.4 0.56 0.88 0.56 1.36 0.080 0.48-0.080 0.96-0.48 1.36zM27.68 21.56c-0.24 0.24-0.56 0.32-0.8 0.32h-1.040c-0.16-0.48-0.48-0.88-0.8-1.2-0.64-0.64-1.6-1.040-2.56-1.040-0.72 0-1.44 0.24-2 0.64v-3.84c0 0 0 0 0 0h7.44v4.24c0.080 0.32 0 0.64-0.24 0.88z\"><\/path><path d=\"M9.36 14.84h1.6v1.92c0 0.48 0.32 0.8 0.8 0.8s0.8-0.32 0.8-0.8v-1.92h2.72c0.48 0 0.8-0.32 0.8-0.8s-0.32-0.8-0.8-0.8h-2.72v-2.4c0-0.48-0.32-0.8-0.8-0.8s-0.8 0.32-0.8 0.8v2.4h-1.6c-0.48 0-0.8 0.32-0.8 0.8s0.32 0.8 0.8 0.8z\"><\/path><\/svg>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<a href=\"\/industry-healthcare\/\" target=\"_blank\" >\n\t\t\t\t\t\t\tHealthcare\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-06f88e7 card-shadow elementor-view-default elementor-position-block-start elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"06f88e7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<a href=\"\/industry-financial-services\/\" target=\"_blank\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"Financial Services\">\n\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"32\" height=\"32\" viewBox=\"0 0 32 32\"><path d=\"M28.32 24.48c-0.88-0.88-2.080-1.44-3.36-1.44h-3.2v-4.72c0-0.88-0.32-1.68-0.96-2.32s-1.44-0.96-2.32-0.96c-0.88 0-1.68 0.32-2.32 0.96 0 0 0 0 0 0 0.24-0.4 0.4-0.88 0.4-1.44 0-1.28-0.96-2.48-2.24-2.72l-2.4-0.4c-0.48-0.080-0.8-0.48-0.8-0.96 0-0.56 0.48-0.96 0.96-0.96h1.52c0.32 0 0.64 0.16 0.88 0.4 0.080 0.080 0.16 0.24 0.24 0.4 0.16 0.4 0.64 0.64 1.040 0.48s0.64-0.64 0.48-1.040c-0.16-0.32-0.32-0.64-0.56-0.96-0.56-0.56-1.28-0.96-2.080-0.96h-0.88v-1.52c0-0.48-0.32-0.8-0.8-0.8s-0.8 0.32-0.8 0.8v1.76c-0.96 0.4-1.6 1.28-1.6 2.4 0 1.2 0.88 2.24 2 2.56l2.32 0.48c0.56 0.080 0.96 0.64 0.96 1.2 0 0.64-0.56 1.2-1.2 1.2h-1.36c-0.48 0-0.96-0.32-1.12-0.8-0.16-0.4-0.64-0.64-1.040-0.48s-0.64 0.64-0.48 1.040c0.24 0.72 0.8 1.28 1.44 1.6v1.52c0 0.48 0.32 0.8 0.8 0.8s0.8-0.32 0.8-0.8v-1.28h0.96c0.8 0 1.44-0.32 2-0.8-0.32 0.48-0.48 1.12-0.48 1.68v10.48c0 0.48 0.32 0.8 0.8 0.8s0.8-0.32 0.8-0.8v-10.48c0-0.48 0.16-0.88 0.48-1.2 0.64-0.64 1.76-0.64 2.4 0 0.32 0.32 0.48 0.72 0.48 1.2v5.52c0 0.48 0.32 0.8 0.8 0.8h4c0.88 0 1.68 0.32 2.24 0.96s0.96 1.44 0.96 2.24v0.96c0 0.48 0.32 0.8 0.8 0.8s0.8-0.32 0.8-0.8v-0.96c0-1.28-0.48-2.48-1.36-3.44z\"><\/path><path d=\"M12.16 20.4c-4.56 0-8.24-3.68-8.24-8.24s3.68-8.24 8.24-8.24c4.56 0 8.24 3.68 8.24 8.24 0 0.4 0 0.8-0.080 1.12-0.080 0.4 0.24 0.88 0.72 0.88 0.4 0.080 0.88-0.24 0.88-0.72 0.080-0.48 0.080-0.88 0.080-1.36 0-5.36-4.4-9.76-9.84-9.76s-9.84 4.4-9.84 9.84c0 5.44 4.4 9.84 9.84 9.84 0.48 0 0.8-0.32 0.8-0.8s-0.32-0.8-0.8-0.8z\"><\/path><\/svg>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<a href=\"\/industry-financial-services\/\" target=\"_blank\" >\n\t\t\t\t\t\t\tFinancial Services\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6df90b7 card-shadow elementor-view-default elementor-position-block-start elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"6df90b7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<a href=\"\/industry-energy\/\" target=\"_blank\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"Energy\">\n\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"32\" height=\"32\" viewBox=\"0 0 32 32\"><path d=\"M15.32 5.48c0.48 0 0.8-0.32 0.8-0.8v-1.36c0-0.48-0.32-0.8-0.8-0.8s-0.8 0.32-0.8 0.8v1.36c0 0.48 0.32 0.8 0.8 0.8z\"><\/path><path d=\"M15.32 26.52c-0.48 0-0.8 0.32-0.8 0.8v1.36c0 0.48 0.32 0.8 0.8 0.8s0.8-0.32 0.8-0.8v-1.36c0-0.48-0.32-0.8-0.8-0.8z\"><\/path><path d=\"M5.48 15.32c0-0.48-0.32-0.8-0.8-0.8h-1.36c-0.48 0-0.8 0.32-0.8 0.8s0.32 0.8 0.8 0.8h1.36c0.48 0 0.8-0.32 0.8-0.8z\"><\/path><path d=\"M28.68 14.52h-1.36c-0.48 0-0.8 0.32-0.8 0.8s0.32 0.8 0.8 0.8h1.36c0.48 0 0.8-0.32 0.8-0.8s-0.32-0.8-0.8-0.8z\"><\/path><path d=\"M24.52 5.16l-0.96 0.96c-0.32 0.32-0.32 0.8 0 1.12 0.16 0.16 0.4 0.24 0.56 0.24s0.4-0.080 0.56-0.24l0.96-0.96c0.32-0.32 0.32-0.8 0-1.12s-0.88-0.32-1.12 0z\"><\/path><path d=\"M6.12 23.56l-0.96 0.96c-0.32 0.32-0.32 0.8 0 1.12 0.16 0.16 0.4 0.24 0.56 0.24s0.4-0.080 0.56-0.24l0.96-0.96c0.32-0.32 0.32-0.8 0-1.12s-0.88-0.32-1.12 0z\"><\/path><path d=\"M6.12 7.24c0.16 0.16 0.4 0.24 0.56 0.24s0.4-0.080 0.56-0.24c0.32-0.32 0.32-0.8 0-1.12l-0.96-0.96c-0.32-0.32-0.8-0.32-1.12 0s-0.32 0.8 0 1.12l0.96 0.96z\"><\/path><path d=\"M24.68 23.56c-0.32-0.32-0.8-0.32-1.12 0s-0.32 0.8 0 1.12l0.96 0.96c0.16 0.16 0.4 0.24 0.56 0.24s0.4-0.080 0.56-0.24c0.32-0.32 0.32-0.8 0-1.12l-0.96-0.96z\"><\/path><path d=\"M24.84 15.72c0-2.48-0.96-4.72-2.72-6.48s-4-2.72-6.48-2.72c-2.48 0-4.72 0.96-6.48 2.72s-2.72 4-2.72 6.48c0 1.2 0.24 2.4 0.72 3.52s1.12 2.080 2 2.96c0.88 0.88 1.84 1.52 2.96 2s2.32 0.72 3.52 0.72 2.4-0.24 3.52-0.72c1.12-0.48 2.080-1.12 2.96-2s1.52-1.84 2-2.96c0.48-1.12 0.72-2.32 0.72-3.52zM22.68 18.6c-0.4 0.96-0.96 1.76-1.68 2.48s-1.52 1.28-2.48 1.68c-1.84 0.8-3.92 0.8-5.76 0-0.96-0.4-1.76-0.96-2.48-1.68s-1.28-1.52-1.68-2.48-0.48-1.92-0.48-2.88c0-2 0.8-3.92 2.24-5.36s3.36-2.24 5.36-2.24c2 0 3.92 0.8 5.36 2.24s2.24 3.36 2.24 5.36c-0.080 0.96-0.24 1.92-0.64 2.88z\"><\/path><path d=\"M18.52 13.080c-0.32 0.24-0.4 0.8-0.16 1.12 0.4 0.56 0.64 1.12 0.64 1.84 0 1.68-1.36 3.040-3.040 3.040s-3.040-1.36-3.040-3.040c0-0.64 0.24-1.28 0.64-1.84 0.24-0.32 0.16-0.88-0.16-1.12s-0.88-0.16-1.12 0.16c-0.64 0.8-0.96 1.76-0.96 2.8 0 2.56 2.080 4.64 4.64 4.64s4.64-2.080 4.64-4.64c0-1.040-0.32-2-0.96-2.8-0.24-0.32-0.8-0.4-1.12-0.16z\"><\/path><path d=\"M16.12 16.2c0.48 0 0.8-0.32 0.8-0.8v-4.88c0-0.48-0.32-0.8-0.8-0.8s-0.8 0.32-0.8 0.8v4.88c0 0.4 0.32 0.8 0.8 0.8z\"><\/path><\/svg>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<a href=\"\/industry-energy\/\" target=\"_blank\" >\n\t\t\t\t\t\t\tEnergy\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-26f55aa card-shadow elementor-view-default elementor-position-block-start elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"26f55aa\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<a href=\"\/industry-telecomm\/\" target=\"_blank\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"Telecom\">\n\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"32\" height=\"32\" viewBox=\"0 0 32 32\"><path d=\"M29.38 18.96l-7.84-7.84 4.4-4.32c0.32-0.32 0.32-0.8 0-1.12s-0.8-0.32-1.12 0l-4.4 4.32-7.52-7.52c-0.32-0.32-0.8-0.32-1.12 0-2.32 2.32-3.68 5.44-3.68 8.8 0 2 0.48 3.92 1.36 5.6-0.080 0.080-0.080 0.080-0.16 0.16l-6.72 11.52c-0.16 0.24-0.16 0.56 0 0.8s0.4 0.4 0.72 0.4h12.56c0.24 0 0.48-0.080 0.64-0.24s0.24-0.4 0.16-0.64l-0.8-6c1.44 0.56 3.040 0.88 4.64 0.88 3.36 0 6.48-1.28 8.8-3.68 0.16-0.16 0.24-0.32 0.24-0.56s-0.080-0.4-0.16-0.56zM14.98 28.16h-10.32l5.68-9.68c0.4 0.56 0.88 1.12 1.36 1.68 0.72 0.72 1.52 1.36 2.4 1.84l0.88 6.16zM20.58 22.16c-1.84 0-3.6-0.48-5.12-1.28-0.080 0-0.080-0.080-0.16-0.080-0.88-0.48-1.68-1.12-2.4-1.76-2.080-2.080-3.2-4.8-3.2-7.68 0-2.64 0.96-5.12 2.64-7.12l15.28 15.28c-1.92 1.68-4.48 2.64-7.040 2.64z\"><\/path><\/svg>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<a href=\"\/industry-telecomm\/\" target=\"_blank\" >\n\t\t\t\t\t\t\tTelecom\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-efa47a6 card-shadow elementor-view-default elementor-position-block-start elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"efa47a6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<a href=\"\/industry-education\/\" target=\"_blank\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"Education\">\n\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"32\" height=\"32\" viewBox=\"0 0 32 32\"><path d=\"M29.16 9.39l-12.8-5.52c-0.24-0.080-0.4-0.080-0.64 0l-12.8 5.52c-0.32 0.16-0.48 0.4-0.48 0.72s0.16 0.64 0.48 0.72l1.84 0.8v10.4c-1.36 0.32-2.32 1.6-2.32 3.040 0 1.76 1.44 3.12 3.12 3.12s3.12-1.44 3.12-3.12c0-1.44-1.040-2.72-2.32-3.040v-9.68l1.84 0.8v5.52c0 0.16 0.080 0.32 0.16 0.48s2.4 3.12 7.6 3.12c5.2 0 7.52-2.96 7.6-3.12s0.16-0.32 0.16-0.48v-5.52l5.36-2.32c0.32-0.16 0.48-0.4 0.48-0.72s-0.080-0.56-0.4-0.72zM7.16 25.15c0 0.88-0.72 1.52-1.52 1.52s-1.6-0.72-1.6-1.52c0-0.88 0.72-1.52 1.52-1.52s1.6 0.64 1.6 1.52zM22.2 18.43c-0.56 0.56-2.48 2.24-6.16 2.24s-5.6-1.68-6.16-2.32v-4.56l5.84 2.56c0.080 0.080 0.24 0.080 0.32 0.080s0.24 0 0.32-0.080l5.84-2.56v4.64zM16.040 14.83l-10.8-4.72 10.8-4.64 10.8 4.64-10.8 4.72z\"><\/path><\/svg>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<a href=\"\/industry-education\/\" target=\"_blank\" >\n\t\t\t\t\t\t\tEducation\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-12dc703 card-shadow elementor-view-default elementor-position-block-start elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"12dc703\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<a href=\"\/industry-real-estate\/\" target=\"_blank\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"Real Estate\">\n\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"32\" height=\"32\" viewBox=\"0 0 32 32\"><path d=\"M28.875 13.85h-9.44v-3.6c0-0.24-0.080-0.48-0.24-0.64l-7.76-6.8c-0.32-0.24-0.72-0.24-1.040 0l-7.76 6.8c-0.16 0.16-0.24 0.4-0.24 0.64v18.32c0 0.48 0.32 0.8 0.8 0.8h15.44c0.32 0 0.56-0.16 0.64-0.4h9.52c0.48 0 0.8-0.32 0.8-0.8v-13.52c0.080-0.48-0.32-0.8-0.72-0.8zM17.835 27.77h-5.84v-2.72c0-0.48-0.32-0.8-0.8-0.8s-0.8 0.32-0.8 0.8v2.72h-6.4v-17.2l6.96-6.080 6.96 6.080v17.2zM28.075 27.37h-8.64v-11.92h8.64v11.92z\"><\/path><path d=\"M13.755 18.65h-5.76c-0.48 0-0.8 0.32-0.8 0.8s0.32 0.8 0.8 0.8h5.76c0.48 0 0.8-0.32 0.8-0.8s-0.32-0.8-0.8-0.8z\"><\/path><path d=\"M7.195 13.050c0 0.48 0.32 0.8 0.8 0.8h5.76c0.48 0 0.8-0.32 0.8-0.8s-0.32-0.8-0.8-0.8h-5.76c-0.48 0-0.8 0.32-0.8 0.8z\"><\/path><\/svg>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<a href=\"\/industry-real-estate\/\" target=\"_blank\" >\n\t\t\t\t\t\t\tReal Estate\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fd6b9e9 card-shadow elementor-view-default elementor-position-block-start elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"fd6b9e9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<a href=\"\/industry-transportation\/\" target=\"_blank\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"Transportation\">\n\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"32\" height=\"32\" viewBox=\"0 0 32 32\"><path d=\"M22.944 18.374c-0.48 0-0.8 0.32-0.8 0.8 0 1.52-0.4 2.96-1.12 4.32-0.64 1.2-1.6 2.16-2.64 2.96v-4.8c0-0.64-0.24-1.2-0.64-1.6s-1.040-0.64-1.6-0.64c-0.32 0-0.56-0.080-0.8-0.16s-0.48-0.24-0.72-0.48c-0.24-0.24-0.4-0.4-0.48-0.72-0.080-0.24-0.16-0.56-0.16-0.8 0-0.32 0.080-0.72 0.24-1.040 0.16-0.4 0-0.88-0.4-1.040s-0.88 0-1.040 0.4c-0.32 0.4-0.48 1.040-0.48 1.6 0 0.48 0.080 0.96 0.32 1.44 0.16 0.48 0.48 0.88 0.8 1.2s0.8 0.64 1.2 0.8c0.48 0.16 0.96 0.32 1.44 0.32 0.16 0 0.4 0.080 0.56 0.24s0.24 0.32 0.24 0.48v5.76c-0.96 0.4-1.92 0.64-2.96 0.72-0.96 0.080-2-0.080-2.88-0.32 0-0.080 0.080-0.16 0.080-0.24v-4.8c0-0.48-0.080-1.040-0.32-1.44-0.16-0.48-0.48-0.88-0.88-1.28-0.4-0.32-0.8-0.64-1.28-0.8-0.56-0.16-1.040-0.24-1.52-0.24h-2.8c0-1.040 0.24-2 0.56-2.96 0.56-1.36 1.44-2.64 2.56-3.6 0.32-0.32 0.4-0.8 0.080-1.12s-0.8-0.4-1.12-0.080c-1.36 1.12-2.4 2.64-2.96 4.24-0.56 1.28-0.72 2.72-0.72 4.16 0 0.080 0 0.080 0 0.16s0 0.24 0.080 0.32c0 0.16 0 0.4 0.080 0.56 0.24 1.76 0.96 3.44 2 4.8 1.040 1.44 2.48 2.56 4.080 3.28 1.36 0.64 2.88 0.96 4.4 0.96 0.24 0 0.48 0 0.72 0 1.76-0.16 3.44-0.72 4.96-1.6 1.52-0.96 2.72-2.24 3.52-3.84 0.88-1.52 1.28-3.28 1.28-5.040-0.080-0.48-0.4-0.88-0.88-0.88zM6.064 24.534c-0.88-1.12-1.44-2.48-1.6-3.92h2.72c0.32 0 0.56 0.080 0.88 0.16 0.24 0.080 0.56 0.24 0.72 0.48 0.24 0.24 0.4 0.48 0.48 0.72s0.16 0.56 0.16 0.88v4.4c-1.36-0.64-2.48-1.6-3.36-2.72z\"><\/path><path d=\"M29.104 5.654c-0.16-0.24-0.4-0.48-0.72-0.64 0 0 0 0-0.080 0l-1.92-0.64c-0.32-0.080-0.64-0.080-0.96 0s-0.56 0.32-0.72 0.56l-1.040 1.6-7.040-3.52c-0.72-0.4-1.52-0.72-2.32-0.72-0.8-0.080-1.68 0-2.48 0.32s-1.52 0.72-2.080 1.36c-0.56 0.56-1.040 1.28-1.28 2.080-0.16 0.16-0.16 0.48-0.16 0.8s0.080 0.56 0.24 0.88c0.16 0.24 0.32 0.48 0.56 0.72 0.24 0.16 0.48 0.32 0.72 0.4l5.040 1.6h0.080l0.8 2.88c0.080 0.24 0.16 0.48 0.4 0.64 0.16 0.16 0.4 0.32 0.64 0.4l2.32 0.72c0.16 0.080 0.32 0.080 0.48 0.080 0.080 0 0.16 0 0.32 0 0.24-0.080 0.48-0.16 0.72-0.32 0.16-0.16 0.32-0.4 0.4-0.64s0.080-0.48 0.080-0.8l-0.24-1.2 4 1.28c0.56 0.16 1.12 0.16 1.6-0.080s0.88-0.64 1.040-1.2l1.76-5.36c0-0.080 0-0.080 0-0.16 0.080-0.4 0-0.72-0.16-1.040zM25.984 11.574c-0.080 0.16-0.16 0.24-0.24 0.32s-0.24 0.080-0.4 0l-4.96-1.6c-0.080 0-0.16 0-0.24 0h-0.32c-0.24 0-0.48 0.080-0.64 0.32-0.16 0.16-0.24 0.4-0.16 0.64l0.48 2.24-2.080-0.64-0.96-3.28c-0.080-0.24-0.24-0.48-0.48-0.56l-5.68-1.84c-0.080 0-0.16-0.080-0.16-0.080-0.080-0.080-0.080-0.080-0.16-0.16s-0.080-0.16-0.080-0.24c0-0.080 0-0.16 0-0.24 0.16-0.56 0.56-1.040 0.96-1.52 0.4-0.4 0.96-0.72 1.52-0.96 0.4-0.080 0.88-0.16 1.36-0.16 0.16 0 0.24 0 0.4 0 0.56 0.080 1.2 0.24 1.76 0.56l7.76 3.92c0.4 0.16 0.8 0.080 1.040-0.32l1.36-2.080 1.68 0.56-1.76 5.12z\"><\/path><\/svg>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<a href=\"\/industry-transportation\/\" target=\"_blank\" >\n\t\t\t\t\t\t\tTransportation\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c3c7d52 card-shadow elementor-view-default elementor-position-block-start elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"c3c7d52\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<a href=\"\/industry-technology\/\" target=\"_blank\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"Technology\">\n\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"32\" height=\"32\" viewBox=\"0 0 32 32\"><path d=\"M26.6 7.2h-2.72c-2.080-3.2-5.2-4.8-9.52-4.8-5.84 0-10.72 4.32-11.6 9.92-0.080 0.16-0.16 0.32-0.16 0.48 0 0.080 0 0.16 0.080 0.24-0.080 0.4-0.080 0.8-0.080 1.12 0 4 2.080 7.84 5.52 9.92v4.72c0 0.48 0.32 0.8 0.8 0.8s0.8-0.32 0.8-0.8v-5.12c0-0.32-0.16-0.56-0.4-0.72-3.2-1.76-5.12-5.2-5.12-8.8 0-0.16 0-0.4 0-0.56h8.080c0.48 2.48 2.64 4.32 5.28 4.32h6.48v4.24c0 0.56-0.48 1.040-1.040 1.040h-3.6c-0.48 0-0.8 0.32-0.8 0.8v4.56c0 0.48 0.32 0.8 0.8 0.8s0.8-0.32 0.8-0.8v-3.76h2.88c1.44 0 2.64-1.2 2.64-2.64v-4.24h0.88c1.52 0 2.8-1.28 2.8-2.8v-5.2c-0.080-1.44-1.28-2.72-2.8-2.72zM14.36 4c3.36 0 5.76 1.040 7.52 3.2h-4.32c-2.8 0-5.040 2.080-5.36 4.8h-7.76c0.96-4.56 5.040-8 9.92-8zM13.8 12.56c0-2.080 1.68-3.76 3.76-3.76h1.84v7.52h-1.84c-2.080 0-3.76-1.68-3.76-3.76zM27.72 15.2c0 0.64-0.56 1.2-1.2 1.2h-5.6v-7.6h5.6c0.64 0 1.2 0.56 1.2 1.2v5.2z\"><\/path><\/svg>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<a href=\"\/industry-technology\/\" target=\"_blank\" >\n\t\t\t\t\t\t\tTechnology\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-8d6411d section-padding e-flex e-con-boxed e-con e-parent\" data-id=\"8d6411d\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-703d395 indigo-h2 section-head-margin-bottom elementor-widget elementor-widget-heading\" data-id=\"703d395\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">AI tech stack<\/h2>\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d55d7e5 e-grid e-con-full e-con e-child\" data-id=\"d55d7e5\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-8ee9256 e-con-full e-flex e-con e-child\" data-id=\"8ee9256\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ed8c686 indigo-h4 elementor-widget elementor-widget-heading\" data-id=\"ed8c686\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Model platforms<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8aea623 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"8aea623\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Amazon Bedrock<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Amazon SageMaker AI<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Microsoft Foundry<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Google Vertex AI<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Oracle OCI Generative AI<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">NVIDIA AI Enterprise<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Hugging Face Inference<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-55a1bcf e-con-full e-flex e-con e-child\" data-id=\"55a1bcf\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e8d5011 indigo-h4 elementor-widget elementor-widget-heading\" data-id=\"e8d5011\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Foundation models<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-19bc529 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"19bc529\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Claude<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">GPT<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Gemini<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Llama<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Mistral<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Amazon Nova<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Cohere<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-ba54e08 e-con-full e-flex e-con e-child\" data-id=\"ba54e08\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e53731c indigo-h4 elementor-widget elementor-widget-heading\" data-id=\"e53731c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">MLOps &amp; observability<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f2750fd elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"f2750fd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">MLflow<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Azure Machine Learning<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Amazon SageMaker AI<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">OpenTelemetry<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Weights &amp; Biases<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">LangSmith<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Langfuse<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Arize Phoenix<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Evidently<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Grafana<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2c808c3 e-con-full e-flex e-con e-child\" data-id=\"2c808c3\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-280573d indigo-h4 elementor-widget elementor-widget-heading\" data-id=\"280573d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Retrieval &amp; vector stores<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5bf3bbc elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"5bf3bbc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">RAG<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Graph RAG<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Hybrid search<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">pgvector<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Pinecone<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Qdrant<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Azure AI Search<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Amazon OpenSearch<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Databricks Vector Search<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Weaviate<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Chroma<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">FAISS<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-0ff8e05 e-con-full e-flex e-con e-child\" data-id=\"0ff8e05\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-cefefc6 indigo-h4 elementor-widget elementor-widget-heading\" data-id=\"cefefc6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Data platforms<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-268814e elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"268814e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Databricks<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Snowflake<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Apache Spark<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Apache Kafka<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Apache Airflow<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">dbt<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Microsoft Fabric<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Google BigQuery<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Amazon Redshift<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Delta Lake<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2e5e3de e-con-full e-flex e-con e-child\" data-id=\"2e5e3de\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-99e5ea1 indigo-h4 elementor-widget elementor-widget-heading\" data-id=\"99e5ea1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Orchestration &amp; agents<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-68cfbed elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"68cfbed\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">MCP servers and connectors<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">LangChain<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">LangGraph<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">OpenAI Agents SDK<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Claude Agent SDK<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Google Agent Development Kit<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Microsoft Copilot Studio<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Microsoft Agent Framework<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Redis<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">LiveKit<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Temporal<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-05dfd76 e-con-full e-flex e-con e-child\" data-id=\"05dfd76\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-279f64b indigo-h4 elementor-widget elementor-widget-heading\" data-id=\"279f64b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Frameworks &amp; libraries<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5bbf246 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"5bbf246\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">PyTorch<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">TensorFlow<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Hugging Face Transformers<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">OpenCV<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">spaCy<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">scikit-learn<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-a0a09bc e-con-full e-flex e-con e-child\" data-id=\"a0a09bc\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1288a04 indigo-h4 elementor-widget elementor-widget-heading\" data-id=\"1288a04\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Vision, speech &amp; language<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-91b8991 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"91b8991\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Amazon Transcribe<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Amazon Polly<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Amazon Translate<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Amazon Rekognition<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Azure Document Intelligence<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Azure AI Vision<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Whisper<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Google Cloud Vision<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">YOLO<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-62b952d e-con-full e-flex e-con e-child\" data-id=\"62b952d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-80cad90 indigo-h4 elementor-widget elementor-widget-heading\" data-id=\"80cad90\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Governance &amp; security<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-af204de elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"af204de\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">SHAP<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Amazon Bedrock Guardrails<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Azure AI Content Safety<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">NVIDIA NeMo Guardrails<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Guardrails AI<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Microsoft Presidio<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Microsoft Purview<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-ec040db section-padding e-flex e-con-boxed e-con e-parent\" data-id=\"ec040db\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7cdcc69 indigo-h2 section-title-margin-bottom elementor-widget elementor-widget-heading\" data-id=\"7cdcc69\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Case studies<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b004a14 section-head-margin-bottom elementor-widget elementor-widget-text-editor\" data-id=\"b004a14\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>From AI agents that improve existing business processes to complete platforms, our custom AI development services align to a wide range <br \/>of use cases across multiple industries.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8a25694 elementor-widget elementor-widget-cs_slider_widget\" data-id=\"8a25694\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"cs_slider_widget.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<style id=\"csw-base-css\">.csw{--csw-brand:var(--color-brand-primary,#6366f1);--csw-slide-h:574px;--csw-gap:16px;--csw-pad:60px;--csw-interval:5000ms;--csw-speed:800ms;--csw-arrow-color:var(--csw-brand);--csw-arrow-size:14px;--csw-label-color:#333;position:relative;display:flex;flex-direction:column;gap:var(--csw-gap);width:100%;font-family:'Figtree',sans-serif;color:#fff}\n\n\/* Isolation: everything is scoped under .csw and children inherit from it.\n   Zero-specificity resets (:where) neutralise theme\/Elementor element styles without fighting our own rules. *\/\n.csw :where(h3,p,ul,li,a,strong,span,button,picture,img){box-sizing:border-box;margin:0;padding:0;font-family:inherit;color:inherit;letter-spacing:normal;text-transform:none;text-decoration:none;border:0;background:none;box-shadow:none}\n.csw .csw-link:is(:hover,:focus){color:inherit;text-decoration:none}\n.csw .csw-label:is(:hover,:focus){background:none;box-shadow:none;color:var(--csw-label-color)}\n.csw .csw-arrow:is(:hover,:focus){background:#fff;box-shadow:0 0 10px rgb(0 0 0\/.2)}\n\n\/* Slide *\/\n.csw .csw-slide{display:none;position:relative;align-items:center;height:var(--csw-slide-h);padding:var(--csw-pad);box-sizing:border-box;border-radius:10px;overflow:hidden;background:var(--csw-shade,transparent)}\n.csw .csw-slide:not(.csw-is-active){display:none!important}\n.csw .csw-slide.csw-is-active{display:flex;animation:csw-in var(--csw-speed) ease-in-out}\n@keyframes csw-in{from{opacity:0}to{opacity:1}}\n\n\/* Loading state: skeleton over slide 1, content hidden (keeps layout), progress paused. CSS failsafe reveals after 6s even if JS never runs. *\/\n.csw .csw-skeleton{position:absolute;inset:0;z-index:3;background:linear-gradient(100deg,#e8e8ee 30%,#f4f4f8 50%,#e8e8ee 70%) 0 0\/200% 100%;animation:csw-shimmer 1.4s linear infinite,csw-gone 0s 6s forwards}\n.csw:not(.csw-is-loading) .csw-skeleton{display:none}\n.csw.csw-is-loading .csw-slide > :not(.csw-skeleton){visibility:hidden;animation:csw-unhide 0s 6s forwards}\n.csw.csw-is-loading .csw-slide.csw-is-active{animation:none}\n.csw.csw-is-loading .csw-nav .csw-is-active .csw-fill{animation:none}\n@keyframes csw-shimmer{to{background-position:-200% 0}}\n@keyframes csw-gone{to{opacity:0;visibility:hidden}}\n@keyframes csw-unhide{to{visibility:visible}}\n.csw .csw-slide img{position:absolute;inset:0;width:100%;height:100%;object-fit:var(--csw-fit,cover);object-position:var(--csw-pos,center)}\n.csw .csw-shade{position:absolute;inset:0;background:linear-gradient(90deg,var(--csw-shade) 35%,transparent 70%)}\n.csw .csw-body{position:relative;width:510px}\n.csw .csw-body :is(h3,p,a,li,strong,span){color:inherit}\n\n.csw .csw-tag{margin:0 0 8px;font-size:14px;line-height:18px;letter-spacing:.5px;text-transform:uppercase;font-weight:600}\n.csw .csw-title{margin:0 0 24px;font-size:32px;line-height:40px;font-weight:700}\n.csw .csw-desc{margin:0 0 24px;font-size:18px;line-height:1.6}\n.csw .csw-stats{display:grid;grid-auto-flow:column;grid-auto-columns:1fr;gap:24px;margin:0 0 24px;padding:24px 0 0;list-style:none;border-top:1px solid rgb(255 255 255\/.3);font-size:18px;line-height:1.5}\n.csw .csw-stats li{min-width:0;margin:0;font-size:18px;line-height:28px}\n.csw .csw-stats strong{display:block;font-size:32px;line-height:40px;font-weight:700;letter-spacing:-.16px}\n.csw .csw-link{font-size:12px;font-weight:700;letter-spacing:2px;line-height:15px;text-transform:uppercase;text-decoration:none}\n\n\/* Arrows *\/\n.csw .csw-arrow{position:absolute;top:calc(var(--csw-slide-h)\/2 - 18px);z-index:5;display:flex;align-items:center;justify-content:center;width:36px;height:36px;padding:0;border:0;border-radius:50%;background:#fff;box-shadow:0 0 10px rgb(0 0 0\/.2);cursor:pointer}\n.csw .csw-arrow i,.csw .csw-arrow svg{display:block;line-height:1;color:var(--csw-arrow-color)!important;fill:var(--csw-arrow-color)!important;font-size:var(--csw-arrow-size)!important;width:var(--csw-arrow-size)!important;height:var(--csw-arrow-size)!important}\n.csw .csw-prev{left:-18px}\n.csw .csw-next{right:-18px}\n\n\/* Pagination *\/\n.csw .csw-nav{display:flex;margin:0;padding:0;list-style:none}\n.csw .csw-nav li{flex:1;min-width:0;margin:0;padding:0}\n.csw .csw-bar{height:4px;margin-bottom:8px;background:#e0e0e0;overflow:hidden}\n.csw .csw-fill{width:0;height:100%;background:var(--csw-brand)}\n.csw .csw-nav .csw-is-active .csw-fill{animation:csw-fill-run var(--csw-interval) linear forwards}\n@keyframes csw-fill-run{to{width:100%}}\n.csw .csw-label{display:block;width:100%;padding:0 10px 0 0;border:0;border-radius:0;background:none;color:var(--csw-label-color);font:400 14px\/normal 'Figtree',sans-serif;text-align:left;text-transform:none;white-space:nowrap;overflow:hidden;text-overflow:ellipsis;cursor:pointer}\n.csw .csw-nav .csw-is-active .csw-label{font-weight:600}\n.csw .csw-count{display:none}\n\n@media (prefers-reduced-motion:reduce){\n.csw .csw-slide.csw-is-active{animation:none}\n.csw .csw-nav .csw-is-active .csw-fill{animation:none;width:100%}\n.csw .csw-skeleton{animation:csw-gone 0s 6s forwards}\n}\n\n\/* Mobile *\/\n@media (max-width:768px){\n.csw{color:#000;--csw-label-color:#111}\n.csw .csw-slide{height:auto;padding:40px 20px 20px;flex-direction:column;align-items:stretch;background:#fff;border:1px solid #111}\n.csw .csw-shade{display:none}\n.csw .csw-slide picture{display:block;order:2;margin-top:24px}\n.csw .csw-slide img{position:static;height:207px;border-radius:10px;object-fit:cover;object-position:center}\n.csw .csw-body{order:1;width:auto}\n.csw .csw-title{margin-bottom:15px;font-size:28px;line-height:1.3}\n.csw .csw-desc{margin-bottom:20px;font-size:16px}\n.csw .csw-stats{display:flex;flex-direction:column;align-items:stretch;gap:20px;padding-top:15px;border-top-color:#ddd}\n.csw .csw-stats li{max-width:none;font-size:16px;line-height:1.5}\n.csw .csw-stats strong{font-size:28px;line-height:1.2}\n.csw .csw-arrow{top:43%}\n.csw .csw-nav li:not(.csw-is-active){display:none}\n.csw .csw-bar{height:3px;margin-bottom:7px;border-radius:2px}\n.csw .csw-label{font-size:13px;font-weight:600;color:#111}\n.csw .csw-count{display:block;margin-top:2px;font-size:11px;color:#999}\n}<\/style><style>@media screen and (min-width:769px){#csw-8a25694-slide-1 .csw-body *{color:#ffffff !important;}#csw-8a25694-slide-1 .csw-stats{border-top-color:color-mix(in srgb,#ffffff 30%,transparent) !important;}}\n@media screen and (min-width:769px){#csw-8a25694-slide-2 .csw-body *{color:#ffffff !important;}#csw-8a25694-slide-2 .csw-stats{border-top-color:color-mix(in srgb,#ffffff 30%,transparent) !important;}}\n@media screen and (min-width:769px){#csw-8a25694-slide-3 .csw-body *{color:#ffffff !important;}#csw-8a25694-slide-3 .csw-stats{border-top-color:color-mix(in srgb,#ffffff 30%,transparent) !important;}}\n@media screen and (min-width:769px){#csw-8a25694-slide-4 .csw-body *{color:#ffffff !important;}#csw-8a25694-slide-4 .csw-stats{border-top-color:color-mix(in srgb,#ffffff 30%,transparent) !important;}}\n@media screen and (min-width:769px){#csw-8a25694-slide-5 .csw-body *{color:#ffffff !important;}#csw-8a25694-slide-5 .csw-stats{border-top-color:color-mix(in srgb,#ffffff 30%,transparent) !important;}}\n<\/style>\t\t<section class=\"csw csw-is-loading\" id=\"csw-8a25694\" aria-busy=\"true\"\n\t\t\tstyle=\"--csw-interval:5000ms;--csw-speed:800ms;--csw-arrow-color:#6366F1;--csw-arrow-size:14px\"\n\t\t\taria-roledescription=\"carousel\" aria-label=\"Case studies\">\n\n\t\t\t\t\t\t<article class=\"csw-slide csw-is-active\"\n\t\t\t\tid=\"csw-8a25694-slide-1\"\n\t\t\t\tstyle=\"--csw-pos:center center;--csw-fit:cover;--csw-shade:#4F5352;\"\n\t\t\t\taria-roledescription=\"slide\"\n\t\t\t\taria-label=\"1 \/ 5\">\n\n\t\t\t\t\t\t\t\t<div class=\"csw-skeleton\" aria-hidden=\"true\"><\/div>\n\t\t\t\t\n\t\t\t\t\t\t\t\t<picture>\n\t\t\t\t\t\t\t\t\t\t<img src=\"https:\/\/10pearls.com\/uk\/wp-content\/uploads\/2026\/08\/Building-a-Clinical-Grade-AI-Platform-for-GLP-1-Weight-Care-1.webp\" alt=\"\" loading=\"eager\" decoding=\"async\" fetchpriority=\"high\" data-no-lazy=\"1\" data-skip-lazy=\"\">\n\t\t\t\t<\/picture>\n\t\t\t\t\n\t\t\t\t\t\t\t\t<div class=\"csw-shade\" style=\"opacity:1\"><\/div>\n\t\t\t\t\n\t\t\t\t<div class=\"csw-body\">\n\t\t\t\t\t<p class=\"csw-tag\">case study - HEALTHCARE<\/p>\t\t\t\t\t<h3 class=\"csw-title\">Building a Clinical-Grade AI Platform for GLP-1 Weight Care <\/h3>\t\t\t\t\t<p class=\"csw-desc\">Designing and building a HIPAA-aligned platform that pairs a patient app and clinician portal with a dual-pipeline clinical AI. <\/p>\n\t\t\t\t\t\t\t\t\t\t<ul class=\"csw-stats\">\n\t\t\t\t\t\t\t\t\t\t\t\t<li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"csw-stat-label\">Personalized care with dual-pipeline clinical AI <\/span>\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t<li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"csw-stat-label\">Safer clinical decisions  with human-in-the-loop <\/span>\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t<a class=\"csw-link\" href=\"\/portfolio\/clinical-grade-ai-platform-for-glp-1-weight-care\/\" target=\"_blank\" rel=\"noopener noreferrer\">Read case study &rarr;<\/a>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/article>\n\t\t\t\t\t\t<article class=\"csw-slide\"\n\t\t\t\tid=\"csw-8a25694-slide-2\"\n\t\t\t\tstyle=\"--csw-pos:center center;--csw-fit:cover;--csw-shade:#696F7A;\"\n\t\t\t\taria-roledescription=\"slide\"\n\t\t\t\taria-label=\"2 \/ 5\">\n\n\t\t\t\t\n\t\t\t\t\t\t\t\t<picture>\n\t\t\t\t\t\t\t\t\t\t<img src=\"https:\/\/10pearls.com\/uk\/wp-content\/uploads\/2026\/08\/Agentic-AI-Financial-Assistant.webp\" alt=\"\" loading=\"eager\" decoding=\"async\" fetchpriority=\"low\" data-no-lazy=\"1\" data-skip-lazy=\"\">\n\t\t\t\t<\/picture>\n\t\t\t\t\n\t\t\t\t\t\t\t\t<div class=\"csw-shade\" style=\"opacity:1\"><\/div>\n\t\t\t\t\n\t\t\t\t<div class=\"csw-body\">\n\t\t\t\t\t<p class=\"csw-tag\">case study - artificial intelligence<\/p>\t\t\t\t\t<h3 class=\"csw-title\">Agentic AI Financial Assistant<\/h3>\t\t\t\t\t<p class=\"csw-desc\">Optimising financial operations with an AI-powered smart assistant designed to automate workflow and enhance decision-making. <\/p>\n\t\t\t\t\t\t\t\t\t\t<ul class=\"csw-stats\">\n\t\t\t\t\t\t\t\t\t\t\t\t<li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"csw-stat-label\">Improved scalability<\/span>\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t<li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"csw-stat-label\">Increased operational efficiency<\/span>\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t<a class=\"csw-link\" href=\"\/portfolio\/elevating-financial-management-with-agentic-ai\/\" target=\"_blank\" rel=\"noopener noreferrer\">Read case study &rarr;<\/a>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/article>\n\t\t\t\t\t\t<article class=\"csw-slide\"\n\t\t\t\tid=\"csw-8a25694-slide-3\"\n\t\t\t\tstyle=\"--csw-pos:center center;--csw-fit:cover;--csw-shade:#666363;\"\n\t\t\t\taria-roledescription=\"slide\"\n\t\t\t\taria-label=\"3 \/ 5\">\n\n\t\t\t\t\n\t\t\t\t\t\t\t\t<picture>\n\t\t\t\t\t\t\t\t\t\t<source media=\"(max-width: 768px)\" srcset=\"https:\/\/10pearls.com\/uk\/wp-content\/uploads\/2026\/08\/Automated-Object-Detection-System.webp\">\n\t\t\t\t\t\t\t\t\t\t<img src=\"https:\/\/10pearls.com\/uk\/wp-content\/uploads\/2026\/08\/Automated-Object-Detection-System-purple.webp\" alt=\"\" loading=\"eager\" decoding=\"async\" fetchpriority=\"low\" data-no-lazy=\"1\" data-skip-lazy=\"\">\n\t\t\t\t<\/picture>\n\t\t\t\t\n\t\t\t\t\t\t\t\t<div class=\"csw-shade\" style=\"opacity:1\"><\/div>\n\t\t\t\t\n\t\t\t\t<div class=\"csw-body\">\n\t\t\t\t\t<p class=\"csw-tag\">case study - artificial intelligence<\/p>\t\t\t\t\t<h3 class=\"csw-title\">Automated Object \nDetection System<\/h3>\t\t\t\t\t<p class=\"csw-desc\">Streamlining property appraisals with an AI-driven platform that automates image analysis and object detection for greater speed and precision.<\/p>\n\t\t\t\t\t\t\t\t\t\t<ul class=\"csw-stats\">\n\t\t\t\t\t\t\t\t\t\t\t\t<li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"csw-stat-label\">Accuracy in image detection reached<\/span>\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t<li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"csw-stat-label\">Reduced approval times &amp; manual review<\/span>\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t<a class=\"csw-link\" href=\"\/portfolio\/automating-property-appraisals-ai\/\" target=\"_blank\" rel=\"noopener noreferrer\">Read case study &rarr;<\/a>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/article>\n\t\t\t\t\t\t<article class=\"csw-slide\"\n\t\t\t\tid=\"csw-8a25694-slide-4\"\n\t\t\t\tstyle=\"--csw-pos:center center;--csw-fit:cover;--csw-shade:#4A5C59;\"\n\t\t\t\taria-roledescription=\"slide\"\n\t\t\t\taria-label=\"4 \/ 5\">\n\n\t\t\t\t\n\t\t\t\t\t\t\t\t<picture>\n\t\t\t\t\t\t\t\t\t\t<img src=\"https:\/\/10pearls.com\/uk\/wp-content\/uploads\/2026\/08\/Accelerating-Critical-Business-Workflows-with-AI-Automation.webp\" alt=\"\" loading=\"eager\" decoding=\"async\" fetchpriority=\"low\" data-no-lazy=\"1\" data-skip-lazy=\"\">\n\t\t\t\t<\/picture>\n\t\t\t\t\n\t\t\t\t\t\t\t\t<div class=\"csw-shade\" style=\"opacity:1\"><\/div>\n\t\t\t\t\n\t\t\t\t<div class=\"csw-body\">\n\t\t\t\t\t<p class=\"csw-tag\">Case study - legal services<\/p>\t\t\t\t\t<h3 class=\"csw-title\">Accelerating Critical Business Workflows with AI Automation\u00a0<\/h3>\t\t\t\t\t<p class=\"csw-desc\">Improving speed, consistency, and risk control in a high-volume legal workflow through AI-powered automation.\u00a0<\/p>\n\t\t\t\t\t\t\t\t\t\t<ul class=\"csw-stats\">\n\t\t\t\t\t\t\t\t\t\t\t\t<li>\n\t\t\t\t\t\t\t<strong>5 hours<\/strong>\t\t\t\t\t\t\t<span class=\"csw-stat-label\">saved\u00a0per run\u00a0for each attorney\u00a0<\/span>\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t<li>\n\t\t\t\t\t\t\t<strong>4-min<\/strong>\t\t\t\t\t\t\t<span class=\"csw-stat-label\">runtime\u00a0from  intake to delivery\u00a0<\/span>\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t<a class=\"csw-link\" href=\"\/portfolio\/ai-patent-correspondence-automation\/\" target=\"_blank\" rel=\"noopener noreferrer\">Read case study &rarr;<\/a>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/article>\n\t\t\t\t\t\t<article class=\"csw-slide\"\n\t\t\t\tid=\"csw-8a25694-slide-5\"\n\t\t\t\tstyle=\"--csw-pos:center center;--csw-fit:cover;--csw-shade:#8AA19F;\"\n\t\t\t\taria-roledescription=\"slide\"\n\t\t\t\taria-label=\"5 \/ 5\">\n\n\t\t\t\t\n\t\t\t\t\t\t\t\t<picture>\n\t\t\t\t\t\t\t\t\t\t<img src=\"https:\/\/10pearls.com\/uk\/wp-content\/uploads\/2026\/08\/Healthcare-Support-Platform-with-Agentic-AI.webp\" alt=\"\" loading=\"eager\" decoding=\"async\" fetchpriority=\"low\" data-no-lazy=\"1\" data-skip-lazy=\"\">\n\t\t\t\t<\/picture>\n\t\t\t\t\n\t\t\t\t\t\t\t\t<div class=\"csw-shade\" style=\"opacity:1\"><\/div>\n\t\t\t\t\n\t\t\t\t<div class=\"csw-body\">\n\t\t\t\t\t<p class=\"csw-tag\">case study - ARTIFICIAL INTELLIGENCE<\/p>\t\t\t\t\t<h3 class=\"csw-title\">Healthcare Support Platform with Agentic AI<\/h3>\t\t\t\t\t<p class=\"csw-desc\">10Pearls developed an agentic AI virtual assistant designed to enhance caregiver support through multilingual support, sentiment analysis, and a sophisticated knowledge management system.<\/p>\n\t\t\t\t\t\t\t\t\t\t<ul class=\"csw-stats\">\n\t\t\t\t\t\t\t\t\t\t\t\t<li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"csw-stat-label\">Enhanced UX with AI<\/span>\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t<li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"csw-stat-label\">Improved accessibility<\/span>\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t<li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"csw-stat-label\">Increased  scalability<\/span>\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t<a class=\"csw-link\" href=\"\/portfolio\/accelerating-healthcare-delivery-agentic-ai\/\" target=\"_blank\" rel=\"noopener noreferrer\">Read case study &rarr;<\/a>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/article>\n\t\t\t\n\t\t\t<button class=\"csw-arrow csw-prev\" type=\"button\" aria-label=\"Previous slide\">\n\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-chevron-left\" viewBox=\"0 0 320 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M34.52 239.03L228.87 44.69c9.37-9.37 24.57-9.37 33.94 0l22.67 22.67c9.36 9.36 9.37 24.52.04 33.9L131.49 256l154.02 154.75c9.34 9.38 9.32 24.54-.04 33.9l-22.67 22.67c-9.37 9.37-24.57 9.37-33.94 0L34.52 272.97c-9.37-9.37-9.37-24.57 0-33.94z\"><\/path><\/svg>\t\t\t<\/button>\n\t\t\t<button class=\"csw-arrow csw-next\" type=\"button\" aria-label=\"Next slide\">\n\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-chevron-right\" viewBox=\"0 0 320 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M285.476 272.971L91.132 467.314c-9.373 9.373-24.569 9.373-33.941 0l-22.667-22.667c-9.357-9.357-9.375-24.522-.04-33.901L188.505 256 34.484 101.255c-9.335-9.379-9.317-24.544.04-33.901l22.667-22.667c9.373-9.373 24.569-9.373 33.941 0L285.475 239.03c9.373 9.372 9.373 24.568.001 33.941z\"><\/path><\/svg>\t\t\t<\/button>\n\n\t\t\t<ol class=\"csw-nav\" aria-label=\"Choose slide\">\n\t\t\t\t\t\t\t\t<li class=\"csw-is-active\">\n\t\t\t\t\t<div class=\"csw-bar\"><div class=\"csw-fill\"><\/div><\/div>\n\t\t\t\t\t<button class=\"csw-label\" type=\"button\">Building a Clinical-Grade AI Platform for GLP-1 Weight Care <\/button>\n\t\t\t\t\t<span class=\"csw-count\">1 \/ 5<\/span>\n\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li>\n\t\t\t\t\t<div class=\"csw-bar\"><div class=\"csw-fill\"><\/div><\/div>\n\t\t\t\t\t<button class=\"csw-label\" type=\"button\">Agentic AI Financial Assistant<\/button>\n\t\t\t\t\t<span class=\"csw-count\">2 \/ 5<\/span>\n\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li>\n\t\t\t\t\t<div class=\"csw-bar\"><div class=\"csw-fill\"><\/div><\/div>\n\t\t\t\t\t<button class=\"csw-label\" type=\"button\">Automated Object  Detection System<\/button>\n\t\t\t\t\t<span class=\"csw-count\">3 \/ 5<\/span>\n\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li>\n\t\t\t\t\t<div class=\"csw-bar\"><div class=\"csw-fill\"><\/div><\/div>\n\t\t\t\t\t<button class=\"csw-label\" type=\"button\">Accelerating Critical Business Workflows with AI Automation\u00a0<\/button>\n\t\t\t\t\t<span class=\"csw-count\">4 \/ 5<\/span>\n\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li>\n\t\t\t\t\t<div class=\"csw-bar\"><div class=\"csw-fill\"><\/div><\/div>\n\t\t\t\t\t<button class=\"csw-label\" type=\"button\">Healthcare Support Platform with Agentic AI<\/button>\n\t\t\t\t\t<span class=\"csw-count\">5 \/ 5<\/span>\n\t\t\t\t<\/li>\n\t\t\t\t\t\t\t<\/ol>\n\t\t<\/section>\n\n\t\t<script>\n\t\t(function () {\n\t\t\tvar root = document.getElementById('csw-8a25694');\n\t\t\tif (!root) return;\n\t\t\tvar slides = root.querySelectorAll('.csw-slide'),\n\t\t\t\ttabs   = root.querySelectorAll('.csw-nav li'),\n\t\t\t\tms     = 5000,\n\t\t\t\tn      = slides.length,\n\t\t\t\tcur    = 0,\n\t\t\t\ttimer;\n\n\t\t\tfunction show(i) {\n\t\t\t\tcur = (i + n) % n;\n\t\t\t\tslides.forEach(function (s) { s.classList.remove('csw-is-active'); });\n\t\t\t\ttabs.forEach(function (t) { t.classList.remove('csw-is-active'); });\n\t\t\t\tvoid root.offsetWidth;                       \/\/ restart fade + progress animations\n\t\t\t\tslides[cur].classList.add('csw-is-active');\n\t\t\t\ttabs[cur].classList.add('csw-is-active');\n\t\t\t}\n\t\t\tfunction start() {\n\t\t\t\tclearInterval(timer);\n\t\t\t\tif (n < 2 || window.matchMedia('(prefers-reduced-motion: reduce)').matches) return;\n\t\t\t\ttimer = setInterval(function () {\n\t\t\t\t\tif (!root.isConnected) { clearInterval(timer); return; }\n\t\t\t\t\tshow(cur + 1);\n\t\t\t\t}, ms);\n\t\t\t}\n\t\t\tfunction go(i) { show(i); start(); }\n\n\t\t\troot.addEventListener('click', function (e) {\n\t\t\t\tvar b = e.target.closest('button');\n\t\t\t\tif (!b || !root.contains(b)) return;\n\t\t\t\tif (b.classList.contains('csw-prev')) return go(cur - 1);\n\t\t\t\tif (b.classList.contains('csw-next')) return go(cur + 1);\n\t\t\t\tvar li = b.closest('.csw-nav li');\n\t\t\t\tif (li) go(Array.prototype.indexOf.call(tabs, li));\n\t\t\t});\n\n\t\t\t\/* Loading state: reveal once the first image is loaded and decoded (4s safety timeout). *\/\n\t\t\tfunction loaded(img) {\n\t\t\t\treturn img.complete ? Promise.resolve() : new Promise(function (r) {\n\t\t\t\t\timg.addEventListener('load', r, { once: true });\n\t\t\t\t\timg.addEventListener('error', r, { once: true });\n\t\t\t\t});\n\t\t\t}\n\t\t\tfunction decoded(img) {\n\t\t\t\treturn loaded(img).then(function () { return img.decode ? img.decode().catch(function () {}) : 0; });\n\t\t\t}\n\t\t\tvar revealed = false;\n\t\t\tfunction reveal() {\n\t\t\t\tif (revealed) return;\n\t\t\t\trevealed = true;\n\t\t\t\troot.classList.remove('csw-is-loading');\n\t\t\t\troot.removeAttribute('aria-busy');\n\t\t\t\tstart();\n\t\t\t\t\/\/ warm up the other slides so fades never wait on an image\n\t\t\t\tArray.prototype.slice.call(root.querySelectorAll('.csw-slide img'), 1).forEach(decoded);\n\t\t\t}\n\t\t\tvar firstImg = slides[0].querySelector('img');\n\t\t\tsetTimeout(reveal, 4000);\n\t\t\tif (firstImg) { decoded(firstImg).then(reveal); } else { reveal(); }\n\t\t})();\n\t\t<\/script>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1e43267 indigo-btn indigo-btn--solid elementor-align-center elementor-widget elementor-widget-button\" data-id=\"1e43267\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"\/casestudies\/\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-arrow-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M190.5 66.9l22.2-22.2c9.4-9.4 24.6-9.4 33.9 0L441 239c9.4 9.4 9.4 24.6 0 33.9L246.6 467.3c-9.4 9.4-24.6 9.4-33.9 0l-22.2-22.2c-9.5-9.5-9.3-25 .4-34.3L311.4 296H24c-13.3 0-24-10.7-24-24v-32c0-13.3 10.7-24 24-24h287.4L190.9 101.2c-9.8-9.3-10-24.8-.4-34.3z\"><\/path><\/svg>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">All Case Studies <\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-171b9ba section-padding e-flex e-con-boxed e-con e-parent\" data-id=\"171b9ba\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ef5279d indigo-h2 section-head-margin-bottom elementor-widget elementor-widget-heading\" data-id=\"ef5279d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">What our clients say<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9bf8429 elementor-testimonial--align-left indigo-h4 elementor-testimonial--skin-default elementor-testimonial--layout-image_inline elementor-pagination-type-bullets elementor-widget elementor-widget-testimonial-carousel\" data-id=\"9bf8429\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;pagination&quot;:&quot;bullets&quot;,&quot;speed&quot;:500,&quot;autoplay&quot;:&quot;yes&quot;,&quot;autoplay_speed&quot;:5000,&quot;loop&quot;:&quot;yes&quot;,&quot;pause_on_hover&quot;:&quot;yes&quot;,&quot;pause_on_interaction&quot;:&quot;yes&quot;,&quot;space_between&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:10,&quot;sizes&quot;:[]},&quot;space_between_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:10,&quot;sizes&quot;:[]},&quot;space_between_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:10,&quot;sizes&quot;:[]}}\" data-widget_type=\"testimonial-carousel.default\">\n\t\t\t\t\t\t\t\t\t\t<div class=\"elementor-main-swiper swiper\" role=\"region\" aria-roledescription=\"carousel\" aria-label=\"Testimonial Slides\">\n\t\t\t\t<div class=\"swiper-wrapper\">\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-testimonial\">\n\t\t\t\t\t\t\t<div class=\"elementor-testimonial__content\">\n\t\t\t\t\t<div class=\"elementor-testimonial__text\">\n\t\t\t\t\t\t<h3>Software Development & Integration for AI Platform<\/h3>They go beyond what you\u2019d expect a third-party partner to do in delivering a project. It\u2019s not something I often see working with a partner. The team is very strong; they have some of the best developers you\u2019re going to find. They go the extra mile to achieve more, and they understand the technologies at a level that others don\u2019t.\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<div class=\"elementor-testimonial__footer\">\n\t\t\t\t\t\t\t\t<cite class=\"elementor-testimonial__cite\"><span class=\"elementor-testimonial__name\">Farrukh Khan - CEO\u00a0<\/span><span class=\"elementor-testimonial__title\">Inference Analytics\u00a0<\/span><\/cite>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-testimonial\">\n\t\t\t\t\t\t\t<div class=\"elementor-testimonial__content\">\n\t\t\t\t\t<div class=\"elementor-testimonial__text\">\n\t\t\t\t\t\t<h3>MVP Dev for AI Enhanced Software\u00a0<\/h3>10Pearls delivered a highly functional, well-designed UI\/UX. Both current and potential clients have been very impressed by their work. The MVP they delivered has been a key factor to our success as a startup, helping us make a good impression in the industry.\u00a0\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<div class=\"elementor-testimonial__footer\">\n\t\t\t\t\t\t\t\t<cite class=\"elementor-testimonial__cite\"><span class=\"elementor-testimonial__name\">Vivek Mehta \u2013 CEO\u00a0<\/span><span class=\"elementor-testimonial__title\">ARInspect\u00a0<\/span><\/cite>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-pagination\"><\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-52749eb section-padding e-flex e-con-boxed e-con e-parent\" data-id=\"52749eb\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f0230cb indigo-h2 section-head-margin-bottom elementor-widget elementor-widget-heading\" data-id=\"f0230cb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Insights<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-842e2d0 elementor-widget elementor-widget-insights_section_widget\" data-id=\"842e2d0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"insights_section_widget.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<style>\n\t\t\/* \u2500\u2500 Widget wrapper \u2500\u2500 *\/\n\t\t#isw-842e2d0 {\n\t\t\tposition: relative;\n\t\t\tpadding: 0 40px; \/* space for arrows on left\/right *\/\n\t\t\tbox-sizing: border-box;\n\t\t}\n\t\t#isw-842e2d0 .isw-outer {\n\t\t\tposition: relative;\n\t\t\toverflow: hidden;\n\t\t\tpadding: 20px 0;\n\t\t\tmargin: -20px 0;\n\t\t}\n\t\t#isw-842e2d0 .isw-track {\n\t\t\tdisplay: flex;\n\t\t\tflex-direction: row;\n\t\t\tflex-wrap: nowrap;\n\t\t\tgap: 20px;\n\t\t\ttransition: transform .5s cubic-bezier(.25,.46,.45,.94);\n\t\t\twill-change: transform;\n\t\t\talign-items: stretch;\n\t\t\tvisibility: hidden;\n\t\t}\n\t\t#isw-842e2d0 .isw-slide { flex-shrink: 0; box-sizing: border-box; display: flex; }\n\n\t\t\/* \u2500\u2500 Card \u2014 no shadow by default, only on hover \u2500\u2500 *\/\n\t\t#isw-842e2d0 .isw-card {\n\t\t\tborder-radius: 16px; overflow: hidden; width: 100%; flex: 1;\n\t\t\tposition: relative; height: 380px; background: #fff;\n\t\t\tbox-shadow: none;\n\t\t\ttransition: box-shadow .3s ease;\n\t\t}\n\t\t#isw-842e2d0 .isw-card:hover {\n\t\t\tbox-shadow: 0px 14px 36px -8px rgba(99,102,241,0.2);\n\t\t}\n\n\t\t\/* Layer 1 \u2014 Image *\/\n\t\t#isw-842e2d0 .isw-img-wrap {\n\t\t\tposition: absolute; 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}\n\t\t\t#isw-842e2d0 { padding: 0; }\n\t\t\t\/* V2 mobile: fixed image height, card height follows *\/\n\t\t\t#isw-842e2d0.isw-v2 .isw-card { height: 500px !important; }\n\t\t\t#isw-842e2d0.isw-v2 .isw-img-wrap { height: 402px !important; }\n\t\t\t#isw-842e2d0.isw-v2 .isw-img-wrap img { object-fit: fill !important; height: 95% !important; }\n\t\t}\n\n\t\t\/* Dots *\/\n\t\t#isw-842e2d0 .isw-dots {\n\t\t\tdisplay: flex;\n\t\t\talign-items: center;\n\t\t\tjustify-content: center;\n\t\t\tgap: 16px;\n\t\t\tmargin-top: 32px;\n\t\t\theight: 36px;\n\t\t\tbox-sizing: content-box;\n\t\t}\n\t\t#isw-842e2d0 .isw-dot {\n\t\t\twidth: 10px !important;\n\t\t\theight: 10px !important;\n\t\t\tborder-radius: 50% !important;\n\t\t\tbackground: #5b5bd6 !important;\n\t\t\topacity: 0.25;\n\t\t\tcursor: pointer;\n\t\t\tborder: none !important;\n\t\t\tpadding: 0;\n\t\t\ttransition: width .25s ease, height .25s ease, opacity .25s ease, background .25s ease, border .25s ease;\n\t\t\tflex-shrink: 0;\n\t\t\tdisplay: block;\n\t\t\tbox-sizing: border-box;\n\t\t}\n\t\t#isw-842e2d0 .isw-dot.active {\n\t\t\twidth: 14px !important;\n\t\t\theight: 14px !important;\n\t\t\topacity: 1 !important;\n\t\t\tbackground: #5b5bd6 !important;\n\t\t\tborder: 3px solid #5b5bd6 !important;\n\t\t}\n\n\t\t\/* Read More *\/\n\t\t#isw-842e2d0 .isw-readmore {\n\t\t\tfont-size: 14px; font-weight: 600;\n\t\t\ttext-decoration: none; color: #171616 !important;\n\t\t\tborder-bottom: 1px solid #171616;\n\t\t\tdisplay: inline-block;\n\t\t}\n\t\t<\/style><div id=\"isw-842e2d0\" class=\"isw-v2\"><button class=\"isw-prev\" aria-label=\"Previous\"><svg width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M15.75 19.5L8.25 12L15.75 4.5\" stroke=\"#000\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\/><\/svg><\/button><button class=\"isw-next\" aria-label=\"Next\"><svg width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M8.25 4.5L15.75 12L8.25 19.5\" stroke=\"#000\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\/><\/svg><\/button><div class=\"isw-outer\"><div class=\"isw-track\"><div class=\"isw-slide\"><div class=\"isw-card\"><a href=\"https:\/\/10pearls.com\/uk\/blog\/how-to-assess-ai-readiness\/\" style=\"position:absolute;top:0;left:0;width:100%;height:100%;z-index:1;display:block;text-decoration:none;\"><div class=\"isw-img-wrap\"><img decoding=\"async\" src=\"https:\/\/10pearls.com\/uk\/wp-content\/uploads\/2026\/11\/AI-Readiness-Assessment-Thumbnail-1-1024x1024.webp\" alt=\"AI Readiness Assessment: A 6-Dimension Checklist\" loading=\"lazy\"><\/div><\/a><div class=\"isw-text-wrap\"><p class=\"isw-tag\">AI\/ML<\/p><p class=\"isw-title\"><a href=\"https:\/\/10pearls.com\/uk\/blog\/how-to-assess-ai-readiness\/\">AI Readiness Assessment: A 6-Dimension Checklist<\/a><\/p><div class=\"isw-excerpt-wrap\"><p class=\"isw-excerpt\">AI agents act with insider access at machine speed. Why that breaks traditional security models, and seven controls for engineering...<\/p><\/div><div class=\"isw-readmore-wrap\" style=\"text-align:left\"><a class=\"isw-readmore\" href=\"https:\/\/10pearls.com\/uk\/blog\/how-to-assess-ai-readiness\/\">Read More<\/a><\/div><\/div><\/div><\/div><div class=\"isw-slide\"><div class=\"isw-card\"><a href=\"https:\/\/10pearls.com\/uk\/blog\/securing-ai-agents\/\" style=\"position:absolute;top:0;left:0;width:100%;height:100%;z-index:1;display:block;text-decoration:none;\"><div class=\"isw-img-wrap\"><img decoding=\"async\" src=\"https:\/\/10pearls.com\/uk\/wp-content\/uploads\/2026\/10\/Securing-AI-Agents-Main-Thumbnail-1024x1024.webp\" alt=\"Securing AI Agents: 4 New Risks and 7 Controls\" loading=\"lazy\"><\/div><\/a><div class=\"isw-text-wrap\"><p class=\"isw-tag\">AI\/ML<\/p><p class=\"isw-title\"><a href=\"https:\/\/10pearls.com\/uk\/blog\/securing-ai-agents\/\">Securing AI Agents: 4 New Risks and 7 Controls<\/a><\/p><div class=\"isw-excerpt-wrap\"><p class=\"isw-excerpt\">AI agents act with insider access at machine speed. Why that breaks traditional security models, and seven controls for engineering...<\/p><\/div><div class=\"isw-readmore-wrap\" style=\"text-align:left\"><a class=\"isw-readmore\" href=\"https:\/\/10pearls.com\/uk\/blog\/securing-ai-agents\/\">Read More<\/a><\/div><\/div><\/div><\/div><div class=\"isw-slide\"><div class=\"isw-card\"><a href=\"https:\/\/10pearls.com\/uk\/blog\/corporate-ai-implementation-failure\/\" style=\"position:absolute;top:0;left:0;width:100%;height:100%;z-index:1;display:block;text-decoration:none;\"><div class=\"isw-img-wrap\"><img decoding=\"async\" src=\"https:\/\/10pearls.com\/uk\/wp-content\/uploads\/2026\/10\/Corporate-AI-Implementation-Failure-5-Causes-and-Fixes-Main-Blog-Thumbnail.webp\" alt=\"Why Corporate AI Implementation Fails\" loading=\"lazy\"><\/div><\/a><div class=\"isw-text-wrap\"><p class=\"isw-tag\">AI\/ML<\/p><p class=\"isw-title\"><a href=\"https:\/\/10pearls.com\/uk\/blog\/corporate-ai-implementation-failure\/\">Why Corporate AI Implementation Fails<\/a><\/p><div class=\"isw-excerpt-wrap\"><p class=\"isw-excerpt\">Why Corporate AI Implementation Fails &amp; How to Fix It 10Pearls Editorial Team 13 min read Summary Corporate AI implementation...<\/p><\/div><div class=\"isw-readmore-wrap\" style=\"text-align:left\"><a class=\"isw-readmore\" href=\"https:\/\/10pearls.com\/uk\/blog\/corporate-ai-implementation-failure\/\">Read More<\/a><\/div><\/div><\/div><\/div><div class=\"isw-slide\"><div class=\"isw-card\"><a href=\"https:\/\/10pearls.com\/uk\/blog\/how-to-choose-ai-development-partner\/\" style=\"position:absolute;top:0;left:0;width:100%;height:100%;z-index:1;display:block;text-decoration:none;\"><div class=\"isw-img-wrap\"><img decoding=\"async\" src=\"https:\/\/10pearls.com\/uk\/wp-content\/uploads\/2026\/10\/An-enterprise-guide-for-choosing-an-AI-development-partner-thumbnail.webp\" alt=\"How to Choose an AI Development Partner: Red Flags to Avoid\" loading=\"lazy\"><\/div><\/a><div class=\"isw-text-wrap\"><p class=\"isw-tag\">AI\/ML<\/p><p class=\"isw-title\"><a href=\"https:\/\/10pearls.com\/uk\/blog\/how-to-choose-ai-development-partner\/\">How to Choose an AI Development Partner: Red Flags to Avoid<\/a><\/p><div class=\"isw-excerpt-wrap\"><p class=\"isw-excerpt\">An AI project can impress in a demo and still fall apart on real data and real users. How to...<\/p><\/div><div class=\"isw-readmore-wrap\" style=\"text-align:left\"><a class=\"isw-readmore\" href=\"https:\/\/10pearls.com\/uk\/blog\/how-to-choose-ai-development-partner\/\">Read More<\/a><\/div><\/div><\/div><\/div><\/div><\/div><div class=\"isw-dots\"><\/div><\/div><script>(function(){\n\t\t\tvar id       = \"isw-842e2d0\";\n\t\t\tvar spvDesk  = 3;\n\t\t\tvar spvTab   = 2;\n\t\t\tvar gap      = 20;\n\t\t\tvar total    = 4;\n\t\t\tvar autoplay = true;\n\t\t\tvar autoSpd  = 5000;\n\t\t\tvar showDots = true;\n\n\t\t\tvar wrap  = document.getElementById(id);\n\t\t\tif(!wrap) return;\n\t\t\tvar outer  = wrap.querySelector(\".isw-outer\");\n\t\t\tvar track  = wrap.querySelector(\".isw-track\");\n\t\t\tvar slides = wrap.querySelectorAll(\".isw-slide\");\n\t\t\tvar dotsWrap = wrap.querySelector(\".isw-dots\");\n\t\t\tvar btnPrev  = wrap.querySelector(\".isw-prev\");\n\t\t\tvar btnNext  = wrap.querySelector(\".isw-next\");\n\n\t\t\tvar cur      = 0;\n\t\t\tvar timer    = null;\n\t\t\tvar spv      = spvDesk;\n\n\t\t\tfunction getSpv(){\n\t\t\t\tvar w = window.innerWidth;\n\t\t\t\tif(w <= 480)  return 1;\n\t\t\t\tif(w <= 900)  return spvTab;\n\t\t\t\treturn spvDesk;\n\t\t\t}\n\n\t\t\tfunction setSlideWidths(){\n\t\t\t\tspv = getSpv();\n\t\t\t\tvar outerW = outer.offsetWidth;\n\t\t\t\tvar slideW = (outerW - gap * (spv - 1)) \/ spv;\n\t\t\t\t[].forEach.call(slides, function(s){\n\t\t\t\t\ts.style.width    = slideW + \"px\";\n\t\t\t\t\ts.style.minWidth = slideW + \"px\";\n\t\t\t\t});\n\t\t\t}\n\n\t\t\tfunction maxPage(){ return Math.max(0, total - spv); }\n\n\t\t\tfunction goTo(n, instant){\n\t\t\t\tn = Math.max(0, Math.min(n, maxPage()));\n\t\t\t\tcur = n;\n\t\t\t\tsetSlideWidths();\n\t\t\t\tvar slideW = slides[0] ? 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0 : cur + 1);\n\t\t\t\t}, autoSpd);\n\t\t\t}\n\n\t\t\tif(btnPrev) btnPrev.addEventListener(\"click\",function(){ stopTimer(); goTo(cur-1); startTimer(); });\n\t\t\tif(btnNext) btnNext.addEventListener(\"click\",function(){ stopTimer(); goTo(cur+1); startTimer(); });\n\n\t\t\t\/\/ Touch swipe\n\t\t\tvar tx=0, ty=0;\n\t\t\touter.addEventListener(\"touchstart\",function(e){ tx=e.touches[0].clientX; ty=e.touches[0].clientY; stopTimer(); },{passive:true});\n\t\t\touter.addEventListener(\"touchend\",function(e){\n\t\t\t\tvar dx=e.changedTouches[0].clientX-tx, dy=e.changedTouches[0].clientY-ty;\n\t\t\t\tif(Math.abs(dx)>Math.abs(dy)&&Math.abs(dx)>40){ goTo(dx<0?cur+1:cur-1); }\n\t\t\t\tstartTimer();\n\t\t\t},{passive:true});\n\n\t\t\t\/\/ Resize\n\t\t\tvar rt;\n\t\t\twindow.addEventListener(\"resize\",function(){\n\t\t\t\tclearTimeout(rt);\n\t\t\t\trt=setTimeout(function(){ goTo(cur,true); },200);\n\t\t\t});\n\n\t\t\t\/\/ Init \u2014 use requestAnimationFrame so layout is painted and offsetWidth is correct\n\t\t\tfunction doInit(){\n\t\t\t\tsetSlideWidths();\n\t\t\t\tupdDots();\n\t\t\t\tgoTo(0, true);\n\t\t\t\ttrack.style.visibility = \"visible\"; \/\/ show after widths are set\n\t\t\t\tstartTimer();\n\t\t\t}\n\t\t\tif(document.readyState === \"loading\"){\n\t\t\t\tdocument.addEventListener(\"DOMContentLoaded\", function(){ requestAnimationFrame(doInit); });\n\t\t\t} else {\n\t\t\t\trequestAnimationFrame(doInit);\n\t\t\t}\n\t\t})();<\/script>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-39627c9 section-padding gradient-toptobottom-faq e-flex e-con-boxed e-con e-parent\" data-id=\"39627c9\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1af7c83 indigo-h2 section-head-margin-bottom elementor-widget elementor-widget-heading\" data-id=\"1af7c83\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">FAQs<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2f17365 elementor-widget-mobile__width-initial indigo-h4 elementor-widget elementor-widget-n-accordion\" data-id=\"2f17365\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;default_state&quot;:&quot;expanded&quot;,&quot;max_items_expended&quot;:&quot;one&quot;,&quot;n_accordion_animation_duration&quot;:{&quot;unit&quot;:&quot;ms&quot;,&quot;size&quot;:400,&quot;sizes&quot;:[]}}\" data-widget_type=\"nested-accordion.default\">\n\t\t\t\t\t\t\t<div class=\"e-n-accordion\" aria-label=\"Accordion. Open links with Enter or Space, close with Escape, and navigate with Arrow Keys\">\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-4930\" class=\"e-n-accordion-item\" open>\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"1\" tabindex=\"0\" aria-expanded=\"true\" aria-controls=\"e-n-accordion-item-4930\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><h3 class=\"e-n-accordion-item-title-text\"> What are AI development services? <\/h3><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-minus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-plus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-4930\" class=\"elementor-element elementor-element-788d733 e-con-full e-flex e-con e-child\" data-id=\"788d733\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1d907c3 elementor-widget elementor-widget-text-editor\" data-id=\"1d907c3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>AI development covers the design, build, testing, and deployment of AI systems for business use cases. The services span from data preparation, selecting and adapting the right models, developing AI applications and agentic systems, connecting them into the existing ecosystem, and monitoring to support performance consistency after deployment.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-4931\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"2\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-4931\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><h3 class=\"e-n-accordion-item-title-text\"> How much do AI development services cost? <\/h3><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-minus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-plus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-4931\" class=\"elementor-element elementor-element-c04c6b5 e-con-full e-flex e-con e-child\" data-id=\"c04c6b5\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-06f5fc7 elementor-widget elementor-widget-text-editor\" data-id=\"06f5fc7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>The cost of an AI development project may range from $25,000 to over a million, depending on scope, data readiness, model choice, compliance requirements, and a number of other factors. The range can be further divided into cost tiers, with pilots requiring a smaller amount and complex enterprise platforms needing more.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-4932\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"3\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-4932\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><h3 class=\"e-n-accordion-item-title-text\"> How long does an AI development project take? <\/h3><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-minus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-plus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-4932\" class=\"elementor-element elementor-element-9b50bef e-con-full e-flex e-con e-child\" data-id=\"9b50bef\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-53ffafb elementor-widget elementor-widget-text-editor\" data-id=\"53ffafb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>An AI development project may take anywhere from a few weeks to over a year, with proof of concept and pilot projects typically taking weeks to complete and enterprise programmes running from several months to over a year. Larger programmes are usually completed in phases. The actual timeline is influenced by factors like data preparation requirements, integration complexity, evaluation, client approvals, and regulatory requirements.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-4933\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"4\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-4933\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><h3 class=\"e-n-accordion-item-title-text\"> What is the difference between AI development and AI consulting? <\/h3><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-minus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-plus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-4933\" class=\"elementor-element elementor-element-43bcdc5 e-con-full e-flex e-con e-child\" data-id=\"43bcdc5\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1b308ec elementor-widget elementor-widget-text-editor\" data-id=\"1b308ec\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>AI consulting helps determine where AI can create value and what to pursue. AI development builds and deploys the systems needed to deliver it. If your use case and requirements are already clear, development can begin without a separate consulting engagement.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-4934\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"5\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-4934\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><h3 class=\"e-n-accordion-item-title-text\"> Do you build custom AI models or use pre-trained ones? <\/h3><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-minus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-plus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-4934\" class=\"elementor-element elementor-element-7fdf1f9 e-con-full e-flex e-con e-child\" data-id=\"7fdf1f9\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-048b891 elementor-widget elementor-widget-text-editor\" data-id=\"048b891\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>We use both and even a combination of both, depending on your requirements. Existing models are easier and faster to use and can be grounded in your enterprise knowledge with RAG and adapted through fine-tuning. Custom models can be useful for tasks like predictive scoring, anomaly detection, or specialised image analysis. The exact choice is driven by several factors, including AI use case, data, compliance requirements, privacy, and cost.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-4935\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"6\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-4935\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><h3 class=\"e-n-accordion-item-title-text\"> Who is typically involved in an AI development project? <\/h3><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-minus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-plus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-4935\" class=\"elementor-element elementor-element-4c727d6 e-con-full e-flex e-con e-child\" data-id=\"4c727d6\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c14f787 elementor-widget elementor-widget-text-editor\" data-id=\"c14f787\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>An AI development project typically includes both AI and data engineers, a solution architect, experts related to MLOps and evaluation, and a delivery lead. From your side, the business case owner and subject matter experts help across the project lifecycle from defining requirements to assessing results and providing approvals. In some cases, security and compliance teams get involved as well. The exact mix depends upon the scope of the project.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-4936\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"7\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-4936\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><h3 class=\"e-n-accordion-item-title-text\"> How do you ensure AI systems keep working after launch? <\/h3><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-minus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-plus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-4936\" class=\"elementor-element elementor-element-c164682 e-con-full e-flex e-con e-child\" data-id=\"c164682\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-42f5c10 elementor-widget elementor-widget-text-editor\" data-id=\"42f5c10\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>By building monitoring and evaluation into the architecture of the AI systems. They help us track output quality, drift, latency, and cost in production. We use regression testing to identify problems when the model, prompt, or data changes. The support agreement and scope cover monitoring, maintenance, and scaling of AI systems.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-4937\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"8\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-4937\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><h3 class=\"e-n-accordion-item-title-text\"> Can you integrate AI into our existing systems? <\/h3><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-minus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-plus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-4937\" class=\"elementor-element elementor-element-f2aa1cf e-con-full e-flex e-con e-child\" data-id=\"f2aa1cf\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-374fab5 elementor-widget elementor-widget-text-editor\" data-id=\"374fab5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Yes. We connect AI to enterprise platforms, including CRMs, ERPs, EHRs, and internal tools, with data access, permissions, and performance treated as important considerations for architecture design. For projects focused on connecting AI to existing platforms, explore our AI integration services.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-4938\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"9\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-4938\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><h3 class=\"e-n-accordion-item-title-text\"> How do you handle data security and compliance? <\/h3><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-minus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-plus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-4938\" class=\"elementor-element elementor-element-38c8cb7 e-con-full e-flex e-con e-child\" data-id=\"38c8cb7\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a4ae352 elementor-widget elementor-widget-text-editor\" data-id=\"a4ae352\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>We build security and governance controls into AI system architectures and integrations. This includes encryption, access controls, audit trails, and built-in safeguards for sensitive data. As an ISO 27001-certified organisation, 10Pearls adheres to relevant security and compliance regulations, frameworks, and guidelines related to your industry, region, and use case.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-4939\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"10\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-4939\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><h3 class=\"e-n-accordion-item-title-text\"> How do you choose an AI development company? <\/h3><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-minus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-plus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-4939\" class=\"elementor-element elementor-element-c343118 e-con-full e-flex e-con e-child\" data-id=\"c343118\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-15888d8 elementor-widget elementor-widget-text-editor\" data-id=\"15888d8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Look for production experience supported by case studies and measured results. Ask how the company evaluates AI, protects data, and supports systems after deployment. Check relevant industry experience, verify certifications, and clarify ownership of code, models, and documentation before agreeing to an engagement.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-17337c5 section-padding  cta-bg-gradient e-flex e-con-boxed e-con e-child\" data-id=\"17337c5\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-61bc9d6 indigo-h2 section-title-margin-bottom elementor-widget elementor-widget-heading\" data-id=\"61bc9d6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Let\u2019s discuss your AI development goals<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d65c787 elementor-widget elementor-widget-text-editor\" data-id=\"d65c787\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>We map out a clear path for you &#8211; from AI adoption to production-ready AI systems in a discovery session.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8f66d88 indigo-btn indigo-btn--ghost elementor-widget elementor-widget-button\" data-id=\"8f66d88\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"\/get-in-touch\/\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Let\u2019s connect<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>AI Development Services Our AI development services span the design, build, and scaling of GenAI applications, agentic systems, and ML [&hellip;]<\/p>\n","protected":false},"author":76,"featured_media":185486,"parent":155347,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"inline_featured_image":false,"site-sidebar-layout":"no-sidebar","site-content-layout":"","ast-site-content-layout":"full-width-container","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"disabled","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"class_list":["post-185485","page","type-page","status-publish","has-post-thumbnail"],"yoast_head":"<!-- This site is optimized with the 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