{"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":"2026-08-13T07:48:54","modified_gmt":"2026-08-13T07:48:54","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-8ff9dee e-flex e-con-boxed e-con e-parent\" data-id=\"8ff9dee\" 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-eae1982 e-con-full e-flex e-con e-child\" data-id=\"eae1982\" 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-a64a532 top-tittle-section hero-content e-con-full e-flex e-con e-child\" data-id=\"a64a532\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-eb03225 e-con-full e-flex e-con e-child\" data-id=\"eb03225\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6efd496 elementor-widget elementor-widget-heading\" data-id=\"6efd496\" 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-52e2ec2 elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"52e2ec2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">We build AI solutions aligned to your business goals, engineered for production, integration, and scalability in enterprise environments.<\/p>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c2d013c elementor-align-left elementor-tablet-align-left indigo-btn indigo-btn--ghost elementor-mobile-align-left elementor-widget elementor-widget-button\" data-id=\"c2d013c\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;none&quot;}\" 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-md\" href=\"\/get-in-touch\/\">\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's 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<div class=\"elementor-element elementor-element-b4e7ce7 e-con-full e-flex e-con e-child\" data-id=\"b4e7ce7\" data-element_type=\"container\" data-e-type=\"container\">\n\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\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-b9c771f elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"b9c771f\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-8c1fcc9\" data-id=\"8c1fcc9\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-540d3ef elementor-widget elementor-widget-html\" data-id=\"540d3ef\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t\t<section class=\"home-anchor-bar\" id=\"homeAnchorBar\">\r\n    <div class=\"wrap\">\r\n        <ul id=\"homeAnchorMenu\" class=\"home-anchor-menu\">\r\n            <li>\r\n                <a data-target=\"#01\">WHY NOW <img decoding=\"async\" src=\"\/wp-content\/uploads\/2024\/05\/arrow-bottom-black.svg\"><\/a>\r\n            <\/li>\r\n            <li>\r\n                <a data-target=\"#02\">services <img decoding=\"async\" src=\"\/wp-content\/uploads\/2024\/05\/arrow-bottom-black.svg\"><\/a>\r\n            <\/li>\r\n            <li>\r\n                <a data-target=\"#03\">WHY US <img decoding=\"async\" src=\"\/wp-content\/uploads\/2024\/05\/arrow-bottom-black.svg\"><\/a>\r\n            <\/li>\r\n            <li>\r\n                <a data-target=\"#04\">OUTCOMES <img decoding=\"async\" src=\"\/wp-content\/uploads\/2024\/05\/arrow-bottom-black.svg\"><\/a>\r\n            <\/li>\r\n            <li>\r\n                <a data-target=\"#05\">OUR PROCESS <img decoding=\"async\" src=\"\/wp-content\/uploads\/2024\/05\/arrow-bottom-black.svg\"><\/a>\r\n            <\/li>\r\n            <li>\r\n                <a data-target=\"#06\">EXPERTISE <img decoding=\"async\" src=\"\/wp-content\/uploads\/2024\/05\/arrow-bottom-black.svg\"><\/a>\r\n            <\/li>\r\n            <li>\r\n                <a data-target=\"#07\">CASE STUDIES <img decoding=\"async\" src=\"\/wp-content\/uploads\/2024\/05\/arrow-bottom-black.svg\"><\/a>\r\n            <\/li>\r\n            <li>\r\n                <a data-target=\"#08\">INSIGHTS <img decoding=\"async\" src=\"\/wp-content\/uploads\/2024\/05\/arrow-bottom-black.svg\"><\/a>\r\n            <\/li>\r\n        <\/ul>\r\n        <div class=\"home-anchor-dropdown home-anchor-bar-sm\">\r\n            <button class=\"ha-toggle\" type=\"button\" data-toggle=\"dropdown\" aria-expanded=\"false\" id=\"haToggle\">\r\n                Go to Section\r\n                <span class=\"ha-toggle-arrow\"><\/span>\r\n            <\/button>\r\n            <div class=\"ha-dropdown-menu\" id=\"homeAnchorMenuMobile\">\r\n                <a data-target=\"#01\">WHY NOW <img decoding=\"async\" src=\"\/wp-content\/uploads\/2024\/05\/arrow-bottom-black.svg\"><\/a>\r\n                <a data-target=\"#02\">services <img decoding=\"async\" src=\"\/wp-content\/uploads\/2024\/05\/arrow-bottom-black.svg\"><\/a>\r\n                <a data-target=\"#03\">WHY US <img decoding=\"async\" src=\"\/wp-content\/uploads\/2024\/05\/arrow-bottom-black.svg\"><\/a>\r\n                <a data-target=\"#04\">OUTCOMES <img decoding=\"async\" src=\"\/wp-content\/uploads\/2024\/05\/arrow-bottom-black.svg\"><\/a>\r\n                <a data-target=\"#05\">OUR PROCESS <img decoding=\"async\" src=\"\/wp-content\/uploads\/2024\/05\/arrow-bottom-black.svg\"><\/a>\r\n                <a data-target=\"#06\">EXPERTISE <img decoding=\"async\" src=\"\/wp-content\/uploads\/2024\/05\/arrow-bottom-black.svg\"><\/a>\r\n                <a data-target=\"#07\">CASE STUDIES <img decoding=\"async\" src=\"\/wp-content\/uploads\/2024\/05\/arrow-bottom-black.svg\"><\/a>\r\n                <a data-target=\"#08\">INSIGHTS <img decoding=\"async\" src=\"\/wp-content\/uploads\/2024\/05\/arrow-bottom-black.svg\"><\/a>\r\n            <\/div>\r\n        <\/div>\r\n    <\/div>\r\n<\/section>\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t<div class=\"elementor-element elementor-element-f936445 e-flex e-con-boxed e-con e-parent\" data-id=\"f936445\" data-element_type=\"container\" data-e-type=\"container\" id=\"01\" 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-9fd65f0 elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"9fd65f0\" 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\"><strong style=\"font-weight: 900\">\n  ACCELERATE AI DEVELOPMENT\n<\/strong>\n WITH CONFIDENCE<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-08cc004 elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"08cc004\" 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>Maximize AI\u2019s impact on your business by strategically mapping its capabilities to your business goals. We provide AI development<br \/>services that are grounded in your business realities to ensure value alignment and seamless integration. Our end-to-end, compliance-first<br \/>AI development results in frictionless AI implementation, regardless of internal AI maturity.<\/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\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-69d4635 mob-quot elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"69d4635\" data-element_type=\"section\" data-e-type=\"section\" id=\"02\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-5f47eb9\" data-id=\"5f47eb9\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-33ce2d8 elementor-widget elementor-widget-heading\" data-id=\"33ce2d8\" 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<div class=\"elementor-element elementor-element-a5a3c26 e-con-full e-flex e-con e-parent\" data-id=\"a5a3c26\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-69a86c7 e-con-full e-grid e-con e-child\" data-id=\"69a86c7\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-751bc4d elementor-view-default elementor-position-block-start elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"751bc4d\" 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\tCustom AI application 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\tMaximize value and ROI by<a href=\"\/artificial-intelligence\/\" style=\"text-decoration: underline\"> developing AI applications<\/a> optimally aligned with your operational, business, and compliance needs and goals, while enabling smooth AI adoption.\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-361d030 elementor-view-default elementor-position-block-start elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"361d030\" 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 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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\tMachine learning model design &amp; training\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\tStrategically transform your business with purpose-built <a href=\"\/machine-learning\/\" style=\"text-decoration: underline\">ML models<\/a> trained on your proprietary data and embedded with robust explainability and data-governance 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-25557bd elementor-view-default elementor-position-block-start elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"25557bd\" 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=\"M26.758 19.64c-0.16-0.24-0.4-0.4-0.72-0.4h-19.52v-9.52c0-2.32 0-3.36 0.48-3.84 0.24-0.24 0.64-0.32 1.28-0.4h6.4c0.48 0 0.8-0.32 0.8-0.8s-0.32-0.8-0.8-0.8h-6.48c-0.72 0.080-1.6 0.24-2.32 0.96-0.96 0.96-0.96 2.4-0.96 4.96v10.080l-0.56 1.040c0 0 0 0 0 0-1.68 3.2-2.56 5.36-1.6 7.12 0.96 1.68 2.96 1.68 6.96 1.68h12.32c4 0 6 0 6.96-1.68 0.96-1.76 0.16-3.92-1.6-7.12l-0.64-1.28zM27.638 27.32c-0.48 0.88-2.24 0.88-5.6 0.88h-12.32c-3.28 0-5.12 0-5.6-0.88-0.56-0.96-0.080-2.48 1.6-5.6 0 0 0 0 0-0.080l0.4-0.8h19.44l0.48 0.88c1.68 3.12 2.16 4.64 1.6 5.6z\"><\/path><path d=\"M28.838 10.6h-1.84v-2.24h1.84c0.48 0 0.8-0.32 0.8-0.8s-0.32-0.8-0.8-0.8h-1.84c-0.080-1.040-0.88-1.84-1.92-1.92v-1.76c0-0.48-0.32-0.8-0.8-0.8s-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 0.8v1.76c-0.48 0.080-0.96 0.24-1.28 0.56-0.32 0.4-0.56 0.8-0.64 1.36h-1.76c-0.48 0-0.8 0.32-0.8 0.8s0.32 0.8 0.8 0.8h1.84v2.24h-1.84c-0.48 0-0.8 0.32-0.8 0.8s0.32 0.8 0.8 0.8h1.84c0.080 0.96 0.88 1.76 1.84 1.92v1.76c0 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-1.84c0.48 0 0.96-0.24 1.28-0.64 0.32-0.32 0.56-0.8 0.64-1.28h1.84c0.48 0 0.8-0.32 0.8-0.8s-0.4-0.72-0.8-0.72zM25.398 12.040c0 0.16-0.080 0.24-0.16 0.32s-0.24 0.16-0.32 0.16h-5.040c-0.24 0-0.48-0.24-0.48-0.48v-0.56c0 0 0 0 0-0.080s0 0 0-0.080v-3.68c0 0 0 0 0-0.080s0 0 0-0.080v-0.56c0-0.16 0.080-0.24 0.16-0.32s0.24-0.16 0.32-0.16h5.040c0.24 0 0.48 0.24 0.48 0.48v5.12z\"><\/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\tLLM fine-tuning &amp;  integration\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\tAlign <a href=\"\/podcast\/choosing-the-right-llm-podcast\/\" style=\"text-decoration: underline\"> optimal use cases and LLMs<\/a> fine-tuned on your data for accurate responses, compliant interactions, performance efficiency, and frictionless workflow integration.\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-1c125e7 elementor-view-default elementor-position-block-start elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"1c125e7\" 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=\"M13.16 23.6c0 0.48 0.4 0.88 0.88 0.88h2.88c0.48 0 0.88-0.4 0.88-0.88s-0.4-0.88-0.88-0.88h-2.88c-0.48 0-0.88 0.4-0.88 0.88z\"><\/path><path d=\"M7.72 24.16c0.32 0.32 0.88 0.32 1.2 0l2.88-2.88c0.32-0.32 0.32-0.88 0-1.2l-2.88-2.88c-0.32-0.32-0.88-0.32-1.2 0s-0.32 0.88 0 1.2l2.24 2.24-2.24 2.24c-0.32 0.4-0.32 0.96 0 1.28z\"><\/path><path d=\"M24.52 17.92c-0.48 0-0.88 0.4-0.88 0.88v7.6c0 0.56-0.48 1.040-1.040 1.040h-17.12c-0.24 0-0.48-0.080-0.64-0.24l-0.080-0.080c-0.16-0.16-0.32-0.48-0.32-0.72v-11.52h11.52c0.48 0 0.88-0.4 0.88-0.88s-0.4-0.88-0.88-0.88h-11.6v-2c0-0.24 0.080-0.56 0.32-0.72 0.16-0.16 0.48-0.32 0.72-0.32h6.64c0.48 0 0.88-0.4 0.88-0.88s-0.4-0.88-0.88-0.88h-6.56c-0.72 0-1.44 0.32-1.92 0.8s-0.8 1.2-0.8 1.92v15.28c0 0.72 0.32 1.44 0.8 1.92l0.080 0.080c0.48 0.64 1.12 0.88 1.84 0.88h17.2c1.52 0 2.8-1.2 2.8-2.8v-7.6c-0.080-0.48-0.48-0.88-0.96-0.88z\"><\/path><path d=\"M28.040 8.16c-2.080-0.4-3.76-1.92-4.24-4l-0.080-0.24c-0.16-0.64-0.72-1.12-1.36-1.12 0 0 0 0 0 0-0.64 0-1.28 0.48-1.36 1.12l-0.080 0.16c-0.48 2.080-2.16 3.68-4.24 4.080-0.72 0.080-1.2 0.72-1.2 1.36s0.48 1.28 1.2 1.36c2.080 0.4 3.76 2 4.24 4.080l0.080 0.16c0.16 0.64 0.72 1.12 1.36 1.12 0 0 0 0 0 0 0.64 0 1.28-0.48 1.36-1.12l0.080-0.24c0.48-2.080 2.16-3.68 4.24-4 0.72-0.080 1.2-0.72 1.2-1.36-0.080-0.64-0.56-1.2-1.2-1.36zM22.36 14.16c-0.64-2.24-2.4-4-4.56-4.64 2.24-0.64 3.92-2.4 4.56-4.64 0.64 2.24 2.4 4 4.64 4.64-2.24 0.72-4 2.4-4.64 4.64z\"><\/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 agents &amp; co-pilot 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\tEnable complex automation and data-driven decision-making with co-pilots designed for your internal processes. Scale and improve customer service with <a href=\"\/blog\/understanding-agentic-ai-adoption\/\" target=\"_blank\" style=\"text-decoration: underline\">tailored AI agents<\/a>.\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-c186a9b elementor-view-default elementor-position-block-start elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"c186a9b\" 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=\"M29.040 2.96c-0.56-0.56-1.2-0.8-2-0.8h-4c-0.48 0-0.8 0.32-0.8 0.8s0.32 0.8 0.8 0.8h4c0.32 0 0.64 0.16 0.88 0.32 0.24 0.24 0.32 0.56 0.32 0.88v4c0 0.48 0.32 0.8 0.8 0.8s0.8-0.32 0.8-0.8v-4c0-0.8-0.24-1.44-0.8-2z\"><\/path><path d=\"M8.96 28.24h-4c-0.32 0-0.64-0.16-0.88-0.32-0.24-0.24-0.32-0.56-0.32-0.88v-4c0-0.48-0.32-0.8-0.8-0.8s-0.8 0.32-0.8 0.8v4c0 0.72 0.32 1.44 0.8 2s1.2 0.8 2 0.8h4c0.48 0 0.8-0.32 0.8-0.8s-0.32-0.8-0.8-0.8z\"><\/path><path d=\"M2.96 9.76c0.48 0 0.8-0.32 0.8-0.8v-4c0-0.32 0.16-0.64 0.32-0.88 0.24-0.24 0.56-0.32 0.88-0.32h4c0.48 0 0.8-0.32 0.8-0.8s-0.32-0.8-0.8-0.8h-4c-0.72 0-1.44 0.32-2 0.8s-0.8 1.2-0.8 2v4c0 0.48 0.32 0.8 0.8 0.8z\"><\/path><path d=\"M29.040 22.24c-0.48 0-0.8 0.32-0.8 0.8v4c0 0.32-0.16 0.64-0.32 0.88-0.24 0.24-0.56 0.32-0.88 0.32h-4c-0.48 0-0.8 0.32-0.8 0.8s0.32 0.8 0.8 0.8h4c0.72 0 1.44-0.32 2-0.8 0.56-0.56 0.8-1.2 0.8-2v-4c0-0.48-0.32-0.8-0.8-0.8z\"><\/path><path d=\"M25.68 16.48c0.16-0.24 0.16-0.64 0-0.88s-4.32-6.4-9.68-6.4c-5.36 0-9.52 6.16-9.68 6.4s-0.16 0.64 0 0.88c0.16 0.24 4.32 6.4 9.68 6.4 5.36-0.080 9.52-6.16 9.68-6.4zM16 21.2c-3.76 0-7.040-3.92-8.080-5.2 1.040-1.36 4.32-5.2 8.080-5.2s7.040 3.92 8.080 5.2c-1.040 1.36-4.32 5.2-8.080 5.2z\"><\/path><path d=\"M16 14.16c-0.96 0-1.84 0.8-1.84 1.84 0 0.96 0.8 1.84 1.84 1.84s1.84-0.8 1.84-1.84c0-0.96-0.88-1.84-1.84-1.84zM15.76 16c0-0.080 0.080-0.24 0.24-0.24s0.24 0.080 0.24 0.24c0 0.24-0.48 0.24-0.48 0z\"><\/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\tComputer vision  engineering\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\tAutomate critical visual inspection tasks, extract data and insights from images or videos with AI\u2019s <a href=\"\/computer-vision\/\" target=\"_blank\" style=\"text-decoration: underline\">computer vision capabilities<\/a>  to enhance business functions like security.\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-8fa0c60 elementor-view-default elementor-position-block-start elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"8fa0c60\" 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=\"M26.92 2.48c-0.4-0.4-0.96-0.64-1.52-0.64h-16.72c-1.12 0-2.16 0.4-2.96 1.2s-1.2 1.84-1.2 2.96v20c0 1.12 0.4 2.16 1.2 2.96s1.84 1.2 2.96 1.2h16.64c0.56 0 1.12-0.24 1.52-0.64s0.64-0.96 0.64-1.52v-24c0-0.56-0.24-1.12-0.56-1.52zM25.88 28c0 0.16-0.080 0.24-0.16 0.4-0.080 0.080-0.24 0.16-0.4 0.16h-16.64c-0.64 0-1.28-0.24-1.76-0.72s-0.72-1.12-0.72-1.76 0.24-1.28 0.72-1.76c0.48-0.48 1.12-0.72 1.76-0.72h17.2v4.4zM25.88 21.84h-17.2c-0.96 0-1.84 0.32-2.56 0.88v-16.72c0-0.64 0.24-1.28 0.72-1.76s1.12-0.72 1.76-0.72h16.64c0.16 0 0.24 0.080 0.4 0.16s0.16 0.24 0.16 0.4v17.76z\"><\/path><path d=\"M16.76 7.6c-0.32-0.48-1.12-0.48-1.36 0l-3.68 6.48c-0.16 0.080-0.24 0.24-0.24 0.4l-1.36 2.48c-0.24 0.4-0.080 0.88 0.32 1.12 0.16 0.080 0.24 0.080 0.4 0.080 0.24 0 0.56-0.16 0.72-0.4l1.28-2.24h6.72l1.28 2.24c0.24 0.4 0.72 0.48 1.12 0.32s0.48-0.72 0.32-1.12l-5.52-9.36zM13.64 13.84l2.4-4.24 2.4 4.24h-4.8z\"><\/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\tNatural language processing &amp; speech recognition\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\tAutomate, accelerate, and scale business functions by unlocking the value of your unstructured data with tailored <a href=\"\/nlp\/\" target=\"_blank\" style=\"text-decoration: underline\">NLP solutions<\/a>, powering insights and decision support\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-6e4749b elementor-view-default elementor-position-block-start elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"6e4749b\" 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=\"M11.894 10.48c0.4 0.56 0.96 1.12 1.6 1.44v1.6c0 0.48 0.32 0.8 0.8 0.8h0.88v2h-8.8c-0.48 0-0.8 0.32-0.8 0.8v2.8c0 0.48 0.32 0.8 0.8 0.8s0.8-0.32 0.8-0.8v-2h8v1.44c0 0.48 0.32 0.8 0.8 0.8s0.8-0.32 0.8-0.8v-1.44h8v2c0 0.48 0.32 0.8 0.8 0.8s0.8-0.32 0.8-0.8v-2.8c0-0.48-0.32-0.8-0.8-0.8h-8.8v-2h0.88c0.48 0 0.8-0.32 0.8-0.8v-1.6c0.72-0.4 1.28-0.96 1.76-1.6 0.56-0.8 0.8-1.76 0.8-2.8 0-0.88-0.24-1.84-0.72-2.56-0.48-0.8-1.12-1.44-1.92-1.84s-1.68-0.64-2.64-0.64c-0.88 0-1.76 0.32-2.56 0.8s-1.36 1.2-1.76 2c-0.4 0.8-0.56 1.76-0.48 2.64 0.080 0.96 0.4 1.84 0.96 2.56zM12.934 6.080c0.24-0.56 0.72-1.040 1.2-1.36s1.12-0.56 1.76-0.56c0.64 0 1.2 0.080 1.76 0.4s1.040 0.72 1.36 1.28c0.32 0.56 0.48 1.12 0.48 1.76s-0.16 1.36-0.56 1.92c-0.4 0.56-0.88 1.040-1.52 1.28-0.32 0.16-0.48 0.4-0.48 0.72v1.28h-1.76v-1.28c0-0.32-0.16-0.64-0.48-0.72-0.56-0.24-1.040-0.64-1.44-1.12s-0.56-1.12-0.64-1.68c-0.080-0.8 0-1.36 0.32-1.92z\"><\/path><path d=\"M24.454 5.2c0.24 0 0.4-0.080 0.56-0.24l1.2-1.2c0.32-0.32 0.32-0.8 0-1.12s-0.8-0.32-1.12 0l-1.2 1.2c-0.32 0.32-0.32 0.8 0 1.12 0.16 0.16 0.4 0.24 0.56 0.24z\"><\/path><path d=\"M24.054 8.32c0 0.48 0.32 0.8 0.8 0.8h1.68c0.48 0 0.8-0.32 0.8-0.8s-0.32-0.8-0.8-0.8h-1.68c-0.48 0-0.8 0.32-0.8 0.8z\"><\/path><path d=\"M6.294 14.16c0.24 0 0.4-0.080 0.56-0.24l1.2-1.2c0.32-0.32 0.32-0.8 0-1.12s-0.8-0.32-1.12 0l-1.2 1.2c-0.32 0.32-0.32 0.8 0 1.12 0.16 0.16 0.4 0.24 0.56 0.24z\"><\/path><path d=\"M25.094 13.92c0.16 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-1.2-1.2c-0.32-0.32-0.8-0.32-1.12 0s-0.32 0.8 0 1.12l1.2 1.2z\"><\/path><path d=\"M6.934 4.96c0.16 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-1.2-1.2c-0.32-0.32-0.8-0.32-1.12 0s-0.32 0.8 0 1.12l1.2 1.2z\"><\/path><path d=\"M18.854 22.24h-5.68c-0.48 0-0.8 0.32-0.8 0.8v5.68c0 0.48 0.32 0.8 0.8 0.8h5.68c0.48 0 0.8-0.32 0.8-0.8v-5.68c0-0.48-0.4-0.8-0.8-0.8zM18.054 27.92h-4.080v-4.080h4.080v4.080z\"><\/path><path d=\"M29.414 28.32l-3.36-6.24c-0.32-0.48-1.12-0.48-1.44 0l-3.36 6.24c-0.16 0.24-0.16 0.56 0 0.8s0.4 0.4 0.72 0.4h6.8c0.32 0 0.56-0.16 0.72-0.4 0.080-0.24 0.080-0.56-0.080-0.8zM23.254 27.92l2.080-3.76 2.080 3.76h-4.16z\"><\/path><path d=\"M5.414 9.12h1.68c0.48 0 0.8-0.32 0.8-0.8s-0.32-0.8-0.8-0.8h-1.68c-0.48 0-0.8 0.32-0.8 0.8s0.4 0.8 0.8 0.8z\"><\/path><path d=\"M6.214 22.080c-1.040 0-1.92 0.4-2.64 1.12-0.72 0.64-1.12 1.6-1.12 2.64 0 0.96 0.4 2 1.12 2.64 0.72 0.72 1.68 1.12 2.64 1.12 1.040 0 1.92-0.4 2.64-1.12s1.12-1.68 1.12-2.64c0-1.040-0.4-1.92-1.12-2.64-0.64-0.72-1.6-1.12-2.64-1.12zM7.734 27.36c-0.8 0.8-2.24 0.8-3.040 0-0.4-0.4-0.64-0.96-0.64-1.52s0.24-1.12 0.64-1.52c0.4-0.4 0.96-0.64 1.52-0.64s1.12 0.24 1.52 0.64c0.4 0.4 0.64 0.96 0.64 1.52s-0.24 1.12-0.64 1.52z\"><\/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-powered process 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 burden, human errors, and streamline scaling of business processes with smart and adaptive AI-powered automation, while facilitating better decision-making.\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-3ccbca1 elementor-view-default elementor-position-block-start elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"3ccbca1\" 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=\"M29.76 16.040c0-2.88-1.36-5.68-3.28-6.96 0 0 0-0.080 0-0.080-0.080-3.2-2.64-5.76-5.76-5.76-2 0-3.76 1.040-4.72 2.56-1.040-1.52-2.8-2.56-4.8-2.56-3.12 0-5.68 2.56-5.68 5.68 0 0 0 0.080 0 0.080-1.92 1.36-3.28 4.16-3.28 7.040 0 2.080 0.64 4.32 1.68 5.76 0 0.080-0.080 0.16-0.080 0.32-0.080 0.32 0.080 0.56 0.32 0.8 0.32 3.28 3.040 5.84 6.4 5.84 2.32 0 4.32-1.2 5.44-3.040 1.12 1.84 3.12 3.040 5.44 3.040 3.52 0 6.4-2.88 6.4-6.4 0-0.080 0-0.16 0-0.16 1.12-1.52 1.92-3.92 1.92-6.16zM10.56 27.080c-2.64 0-4.8-2.16-4.8-4.8 0-0.16 0-0.24 0-0.4s0-0.24-0.080-0.4c0.24-0.72 0.64-1.28 0.96-1.6 0.32-0.24 0.4-0.8 0.16-1.12s-0.8-0.4-1.12-0.16c-0.4 0.32-0.72 0.72-0.96 1.2-0.48-1.12-0.8-2.48-0.8-3.84 0-1.84 0.72-3.68 1.76-4.88 0.48 2.16 2.24 3.2 3.12 3.36 0.080 0 0.080 0 0.16 0 0.4 0 0.72-0.24 0.8-0.64s-0.16-0.88-0.64-0.96c-0.56 0-1.92-0.8-2.080-2.48 0-0.080-0.080-0.24-0.080-0.32 0.16-0.16 0.24-0.4 0.24-0.64 0-0.16 0-0.32 0-0.48 0-2.24 1.84-4.080 4.080-4.080 1.84 0 3.44 1.28 3.92 2.96-0.16 0.4-0.16 0.72-0.16 1.12v5.52c-0.4 1.2-1.36 2.88-3.28 3.12-0.4 0.080-0.72 0.48-0.72 0.88 0.080 0.4 0.4 0.72 0.8 0.72 0 0 0.080 0 0.080 0 1.36-0.16 2.32-0.8 3.12-1.6v4.72c0 0.4 0.080 0.8 0.16 1.2-0.56 2.080-2.48 3.6-4.64 3.6zM21.44 27.080c-2.24 0-4.080-1.52-4.64-3.6 0.080-0.4 0.16-0.8 0.16-1.2v-4.64c0.72 0.72 1.76 1.28 2.96 1.44 0 0 0.080 0 0.080 0 0.4 0 0.72-0.32 0.8-0.72s-0.24-0.8-0.72-0.88c-1.76-0.16-2.72-1.6-3.2-2.8v-5.84c0-0.4 0-0.72-0.080-1.12 0.48-1.6 2.080-2.88 3.92-2.88 2.24 0 4.080 1.84 4.080 4.080 0 0.16 0 0.32 0 0.48 0 0.24 0.080 0.4 0.16 0.56-0.080 0.080-0.16 0.24-0.16 0.4-0.16 1.68-1.52 2.48-1.92 2.64-0.4 0.080-0.72 0.56-0.64 0.96s0.4 0.64 0.8 0.64c0.080 0 0.080 0 0.16 0 0.88-0.16 2.64-1.28 3.12-3.44 1.12 1.2 1.84 3.040 1.84 4.96 0 1.44-0.4 3.040-0.96 4.16-0.32-0.64-0.72-1.2-1.2-1.6-0.32-0.24-0.88-0.24-1.12 0.16-0.24 0.32-0.24 0.88 0.16 1.12 0.48 0.4 1.040 1.44 1.2 2.48 0 0.080 0.080 0.16 0.080 0.24-0.24 2.32-2.32 4.4-4.88 4.4z\"><\/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\tMLOps &amp; scalable AI infrastructure engineering\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\tEnable seamless <a href=\"\/blog\/integrate-ai-into-business-processes\/\" target=\"_blank\" style=\"text-decoration: underline\">AI integrations<\/a>, modifications, and scaling with MLOps designed for your AI needs and data architecture. Build adaptive AI infrastructures for continuous improvement.\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-a48f6b7 elementor-view-default elementor-position-block-start elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"a48f6b7\" 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=\"M26.8 17.2c-0.16-0.24-0.4-0.72-0.4-1.28 0-0.48 0.16-1.040 0.32-1.2l1.28-1.44c0.64-0.72 1.040-1.2 1.12-1.84s-0.24-1.2-0.72-2.080c0 0 0 0 0 0l-0.64-1.12c-0.56-0.96-0.88-1.52-1.52-1.76-0.56-0.32-1.2-0.16-2.24 0.16l-1.52 0.4c-0.4 0.080-0.8 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0.24l1.6-0.48c0.64-0.16 1.12-0.32 1.28-0.24s0.4 0.48 0.72 1.040l0.64 1.12c0.32 0.56 0.56 0.96 0.56 1.12s-0.32 0.48-0.72 0.96l-1.36 1.52c-0.56 0.64-0.8 1.52-0.8 2.32s0.32 1.68 0.72 2.32l1.36 1.52c0.4 0.48 0.72 0.8 0.72 0.96 0 0.080-0.24 0.48-0.56 1.040z\"><\/path><path d=\"M13.76 17.52c0.32-0.32 0.32-0.8 0-1.12s-0.8-0.32-1.12 0l-0.72 0.72c-0.080 0.080-0.24 0.24-0.32 0.32 0-0.080-0.080-0.24-0.080-0.32-0.16-0.8-0.080-1.52 0.16-2.32 0.24-0.72 0.72-1.36 1.28-1.92s1.36-0.8 2.080-0.96c0.8-0.16 1.6 0 2.32 0.24 0.4 0.16 0.88 0 1.040-0.48 0.16-0.4 0-0.88-0.48-1.040-0.96-0.4-2.080-0.56-3.12-0.4s-2.080 0.64-2.88 1.28c-0.8 0.72-1.44 1.6-1.84 2.56s-0.4 2.080-0.24 3.12c0.16 0.72 0.32 1.44 1.12 1.68 0.16 0.080 0.24 0.080 0.4 0.080 0.64 0 1.040-0.48 1.6-0.96l0.8-0.48z\"><\/path><path d=\"M20.48 13.44c-0.8-0.24-1.36 0.32-2 0.96l-0.64 0.64c-0.32 0.32-0.32 0.8 0 1.12s0.8 0.32 1.12 0l0.64-0.64c0.080-0.080 0.24-0.24 0.32-0.32 0 0.080 0 0.24 0.080 0.32 0.080 0.24 0.080 0.48 0.080 0.72 0 0.72-0.16 1.44-0.48 2-0.32 0.64-0.8 1.2-1.36 1.52-0.56 0.4-1.28 0.64-2 0.72s-1.44 0-2.080-0.32c-0.4-0.16-0.88 0-1.040 0.48-0.16 0.4 0 0.88 0.48 1.040 0.72 0.32 1.44 0.4 2.24 0.4 0.24 0 0.4 0 0.64 0 0.96-0.080 1.92-0.4 2.72-0.96s1.44-1.28 1.92-2.16c0.48-0.88 0.72-1.84 0.72-2.8 0-0.32 0-0.72-0.080-1.040-0.32-0.64-0.4-1.36-1.28-1.68z\"><\/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\tAI systems  integration\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\t<a href=\"\/modernization\/\" target=\"_blank\" style=\"text-decoration: underline\">Modernize legacy systems<\/a>, enhance process efficiency, and maximize performance of AI systems with strategic integration and frictionless incorporation into 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>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t<div class=\"elementor-element elementor-element-1933407 e-flex e-con-boxed e-con e-parent\" data-id=\"1933407\" data-element_type=\"container\" data-e-type=\"container\" id=\"03\" 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-b6abfcc e-con-full e-flex e-con e-child\" data-id=\"b6abfcc\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a901a7e location-heading elementor-widget elementor-widget-heading\" data-id=\"a901a7e\" 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 enterprises choose 10Pearls for AI development<\/h2>\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-bf15159 e-con-full e-flex e-con e-child\" data-id=\"bf15159\" 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-e44b826 e-con-full e-flex e-con e-child\" data-id=\"e44b826\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9884270 location-heading elementor-widget elementor-widget-heading\" data-id=\"9884270\" 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\">Enterprise-ready AI expertise<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-762f6b7 e-con-full e-flex e-con e-child\" data-id=\"762f6b7\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d111702 elementor-widget elementor-widget-text-editor\" data-id=\"d111702\" 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 smooth AI implementations with enterprise-grade capabilities and experience integrating AI into complex, regulated environments.<\/p>\t\t\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-8631486 e-con-full e-flex e-con e-child\" data-id=\"8631486\" 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-35a91cf e-con-full e-flex e-con e-child\" data-id=\"35a91cf\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-322b670 location-heading elementor-widget elementor-widget-heading\" data-id=\"322b670\" 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\">Outcome-focused development<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-fc2595f e-con-full e-flex e-con e-child\" data-id=\"fc2595f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-403a9f2 elementor-widget elementor-widget-text-editor\" data-id=\"403a9f2\" 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>Build value-aligned AI systems that deliver measurable outcomes tied to efficiency, cost optimization, and risk reduction.<\/p>\t\t\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-6c3680b e-con-full e-flex e-con e-child\" data-id=\"6c3680b\" 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-39f02e2 e-con-full e-flex e-con e-child\" data-id=\"39f02e2\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6f22f9c location-heading elementor-widget elementor-widget-heading\" data-id=\"6f22f9c\" 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\">Agile &amp; transparent delivery<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-81a1efa e-con-full e-flex e-con e-child\" data-id=\"81a1efa\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-835c771 elementor-widget elementor-widget-text-editor\" data-id=\"835c771\" 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>Agile delivery combined with structured governance ensures alignment across technical and business stakeholders.<\/p>\t\t\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-8b9ddac e-con-full e-flex e-con e-child\" data-id=\"8b9ddac\" 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-67456ab e-con-full e-flex e-con e-child\" data-id=\"67456ab\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-deaa5e0 location-heading elementor-widget elementor-widget-heading\" data-id=\"deaa5e0\" 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\">Responsible AI development<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-dde59b2 e-con-full e-flex e-con e-child\" data-id=\"dde59b2\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-231c5ea elementor-widget elementor-widget-text-editor\" data-id=\"231c5ea\" 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>Develop well-governed AI systems with embedded explainability, compliance controls, and responsible design practices.<\/p>\t\t\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-8c32908 e-con-full e-flex e-con e-child\" data-id=\"8c32908\" 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-f44ae92 e-con-full e-flex e-con e-child\" data-id=\"f44ae92\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2149ae8 location-heading elementor-widget elementor-widget-heading\" data-id=\"2149ae8\" 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\">Focus on scalability<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5a64219 e-con-full e-flex e-con e-child\" data-id=\"5a64219\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3f9199e elementor-widget elementor-widget-text-editor\" data-id=\"3f9199e\" 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>\u00a0<\/div><p>Engineer production-ready AI architectures designed for reliability, performance, and long-term evolution in enterprise environments.<\/p>\t\t\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-49e937e e-con-full e-flex e-con e-child\" data-id=\"49e937e\" 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-a935b5e e-con-full e-flex e-con e-child\" data-id=\"a935b5e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c4546ed location-heading elementor-widget elementor-widget-heading\" data-id=\"c4546ed\" 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\">Faster time-to-value<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-827f394 e-con-full e-flex e-con e-child\" data-id=\"827f394\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0e90236 elementor-widget elementor-widget-text-editor\" data-id=\"0e90236\" 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>Accelerate value realization through iterative development and controlled enterprise-scale deployment.<\/p>\t\t\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-2665272 e-con-full e-flex e-con e-child\" data-id=\"2665272\" 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-242e547 e-con-full e-flex e-con e-child\" data-id=\"242e547\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8412ecf location-heading elementor-widget elementor-widget-heading\" data-id=\"8412ecf\" 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\">Security &amp; compliance embedded<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-399b4c5 e-con-full e-flex e-con e-child\" data-id=\"399b4c5\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f463ae7 elementor-widget elementor-widget-text-editor\" data-id=\"f463ae7\" 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>Embed security and governance into architecture and development, supported by our ISO 27001\u2013certified security framework.<\/p>\t\t\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-7f675c9 e-con-full e-flex e-con e-child\" data-id=\"7f675c9\" 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-c106217 e-con-full e-flex e-con e-child\" data-id=\"c106217\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1825314 location-heading elementor-widget elementor-widget-heading\" data-id=\"1825314\" 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\">Post-deployment partnership<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-9c149d9 e-con-full e-flex e-con e-child\" data-id=\"9c149d9\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d91eb9e elementor-widget elementor-widget-text-editor\" data-id=\"d91eb9e\" 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>Support long-term AI performance with monitoring, optimization, and lifecycle management aligned to evolving needs.<\/p>\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<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-fcf800a mob-quot elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"fcf800a\" data-element_type=\"section\" data-e-type=\"section\" id=\"04\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-b794935\" data-id=\"b794935\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-fa6cbf7 elementor-widget elementor-widget-heading\" data-id=\"fa6cbf7\" 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've delivered<\/h2>\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-fb0edf6 e-con-full e-flex e-con e-parent\" data-id=\"fb0edf6\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-98ce7d2 e-con-full e-grid e-con e-child\" data-id=\"98ce7d2\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ac68490 elementor-view-default elementor-position-block-start elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"ac68490\" 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 7.2c-0.48 0-0.8 0.32-0.8 0.8v8c0 0.32 0.16 0.56 0.48 0.72l2.64 1.36c0.080 0.080 0.24 0.080 0.32 0.080 0.32 0 0.56-0.16 0.72-0.48 0.16-0.4 0-0.88-0.32-1.040l-2.24-1.12v-7.52c0-0.48-0.32-0.8-0.8-0.8z\"><\/path><path d=\"M16.4 28.56c-2.56 0.080-5.040-0.64-7.2-2-2.16-1.44-3.84-3.44-4.8-5.76-0.96-2.4-1.2-4.96-0.64-7.52 0.56-2.48 1.84-4.72 3.76-6.48s4.24-2.8 6.8-3.2c2.56-0.32 5.12 0.080 7.36 1.28 2.32 1.2 4.16 3.040 5.36 5.28s1.68 4.8 1.36 7.36c-0.080 0.4 0.24 0.8 0.72 0.88s0.8-0.24 0.88-0.72c0.32-2.88-0.16-5.76-1.52-8.32s-3.44-4.64-6-6c-2.56-1.28-5.44-1.76-8.32-1.36s-5.52 1.6-7.68 3.6c-2.16 1.92-3.6 4.48-4.24 7.36s-0.4 5.76 0.72 8.48c1.12 2.72 2.96 4.96 5.44 6.56 2.32 1.52 4.96 2.24 7.68 2.24 0.16 0 0.32 0 0.48 0 0.48 0 0.8-0.4 0.8-0.8-0.16-0.56-0.48-0.96-0.96-0.88z\"><\/path><path d=\"M29.92 23.44c-0.32-0.32-0.8-0.32-1.12 0l-4 4v-8.8c0-0.48-0.32-0.8-0.8-0.8s-0.8 0.32-0.8 0.8v8.72l-4-4c-0.32-0.32-0.8-0.32-1.12 0s-0.32 0.8 0 1.12l5.36 5.36c0.080 0.080 0.16 0.16 0.24 0.16 0.080 0.080 0.24 0.080 0.32 0.080s0.24 0 0.32-0.080c0.080-0.080 0.16-0.080 0.24-0.16l5.36-5.36c0.32-0.24 0.32-0.72 0-1.040z\"><\/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\tReduced matching time to 4 minutes\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\tFacial-recognition matching achieved 94% accuracy with four-minute processing time.\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-96bc69e elementor-view-default elementor-position-block-start elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"96bc69e\" 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=\"40\" height=\"40\" viewBox=\"0 0 40 40\"><path d=\"M31 20C31 13.9249 26.0751 9 20 9C13.9249 9 9 13.9249 9 20C9 26.0751 13.9249 31 20 31C26.0751 31 31 26.0751 31 20ZM33 20C33 27.1797 27.1797 33 20 33C12.8203 33 7 27.1797 7 20C7 12.8203 12.8203 7 20 7C27.1797 7 33 12.8203 33 20Z\"><\/path><path d=\"M26 20C26 16.6863 23.3137 14 20 14C16.6863 14 14 16.6863 14 20C14 23.3137 16.6863 26 20 26C23.3137 26 26 23.3137 26 20ZM28 20C28 24.4183 24.4183 28 20 28C15.5817 28 12 24.4183 12 20C12 15.5817 15.5817 12 20 12C24.4183 12 28 15.5817 28 20Z\"><\/path><path d=\"M21 20C21 19.4477 20.5523 19 20 19C19.4477 19 19 19.4477 19 20C19 20.5523 19.4477 21 20 21C20.5523 21 21 20.5523 21 20ZM23 20C23 21.6569 21.6569 23 20 23C18.3431 23 17 21.6569 17 20C17 18.3431 18.3431 17 20 17C21.6569 17 23 18.3431 23 20Z\"><\/path><path d=\"M19 10V6C19 5.44772 19.4477 5 20 5C20.5523 5 21 5.44772 21 6V10C21 10.5523 20.5523 11 20 11C19.4477 11 19 10.5523 19 10Z\"><\/path><path d=\"M19 34V30C19 29.4477 19.4477 29 20 29C20.5523 29 21 29.4477 21 30V34C21 34.5523 20.5523 35 20 35C19.4477 35 19 34.5523 19 34Z\"><\/path><path d=\"M10 19C10.5523 19 11 19.4477 11 20C11 20.5523 10.5523 21 10 21H6C5.44772 21 5 20.5523 5 20C5 19.4477 5.44772 19 6 19H10Z\"><\/path><path d=\"M34 19C34.5523 19 35 19.4477 35 20C35 20.5523 34.5523 21 34 21H30C29.4477 21 29 20.5523 29 20C29 19.4477 29.4477 19 30 19H34Z\"><\/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\t99% automated item detection 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\tComputer vision reduced property appraisal timelines from days to hours.\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-484a7e1 elementor-view-default elementor-position-block-start elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"484a7e1\" 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 1.84c-7.76 0-14.16 6.4-14.16 14.16s6.4 14.16 14.16 14.16 14.16-6.4 14.16-14.16-6.4-14.16-14.16-14.16zM16 28.56c-6.88 0-12.56-5.6-12.56-12.56s5.68-12.56 12.56-12.56 12.56 5.6 12.56 12.56-5.68 12.56-12.56 12.56z\"><\/path><path d=\"M21.68 17.92l-4.88-2.4v-7.52c0-0.48-0.32-0.8-0.8-0.8s-0.8 0.32-0.8 0.8v8c0 0.32 0.16 0.56 0.48 0.72l5.36 2.64c0.080 0.080 0.24 0.080 0.32 0.080 0.32 0 0.56-0.16 0.72-0.48s0-0.8-0.4-1.040z\"><\/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\tHours saved daily through AI 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\tLLM-powered virtual agent automated information retrieval for finance teams.\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-3cf4632 elementor-view-default elementor-position-block-start elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"3cf4632\" 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=\"M29.16 13.56c-0.64-0.64-1.52-1.040-2.4-1.12-0.32 0-0.56 0-0.8 0.080 0-0.16 0-0.32 0-0.56 0-2.56-2.080-4.64-4.64-4.64s-4.64 2.080-4.64 4.64c0 0.64 0.16 1.28 0.4 1.84h-3.76c-1.040 0-1.92 0.4-2.48 1.040l-6.88 6.72-0.8-0.8c-0.32-0.32-0.8-0.32-1.12 0s-0.32 0.8 0 1.12l8 8c0.16 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-0.72-0.72 1.52-1.28c0.080 0 0.080-0.080 0.080-0.16 0.32-0.4 0.8-0.48 1.2-0.48h5.36c1.76 0 3.28-0.64 4.32-1.84l6.16-5.84c0.64-0.64 1.040-1.52 1.12-2.4-0.080-0.88-0.4-1.76-1.040-2.48zM20.68 16.76c0 0 0-0.080 0-0.080s0.080 0 0.080 0l-0.080 0.080zM21.32 9c1.68 0 3.040 1.36 3.040 3.040 0 0.8-0.32 1.6-0.88 2.16l-0.080 0.080c-0.56 0.56-1.28 0.88-2.16 0.88-1.68 0-3.040-1.36-3.040-3.040s1.44-3.12 3.12-3.12zM27.96 17.32l-6.24 5.92c-0.8 0.88-1.84 1.36-3.12 1.36h-5.36c-1.040 0-1.92 0.4-2.48 1.040l-1.52 1.36-4.24-4.24 6.88-6.64c0 0 0.080-0.080 0.080-0.080 0.32-0.4 0.8-0.48 1.2-0.48h4c0.48 0 0.96 0.16 1.28 0.56 0.32 0.32 0.56 0.8 0.56 1.36 0 0.48-0.16 0.96-0.56 1.28-0.32 0.32-0.8 0.56-1.28 0.56h-2.64c-0.48 0-0.8 0.32-0.8 0.8s0.32 0.8 0.8 0.8h2.64c0.88 0 1.76-0.32 2.4-0.96 0 0 0 0 0.080 0l4.72-4.4c0.080-0.080 0.080-0.080 0.16-0.16l0.8-0.72c0.4-0.32 0.88-0.48 1.36-0.48s0.96 0.24 1.28 0.56c0.32 0.4 0.56 0.8 0.48 1.36 0.080 0.4-0.16 0.88-0.48 1.2z\"><\/path><path d=\"M7.96 11.48c2.64 0 4.8-2.16 4.8-4.8s-2.16-4.8-4.8-4.8-4.8 2.16-4.8 4.8 2.16 4.8 4.8 4.8zM7.96 3.48c1.76 0 3.2 1.44 3.2 3.2s-1.44 3.2-3.2 3.2-3.2-1.44-3.2-3.2 1.44-3.2 3.2-3.2z\"><\/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\t80% reduction in platform costs\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\tAI-enabled authorization platform reduced ownership costs and processing timelines.\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>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t<div class=\"elementor-element elementor-element-6fc64be e-flex e-con-boxed e-con e-parent\" data-id=\"6fc64be\" data-element_type=\"container\" data-e-type=\"container\" id=\"05\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-e07b656 e-con-full e-flex e-con e-child\" data-id=\"e07b656\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2cbe200 elementor-widget__width-auto elementor-widget elementor-widget-heading\" data-id=\"2cbe200\" 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 proven AI development process<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-de5319e elementor-widget elementor-widget-text-editor\" data-id=\"de5319e\" 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 are flexible and adaptable to your needs, goals, and resources. We modify our approach to fit your preferred collaboration, oversight, and communication model.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d5e2dde e-con-full e-flex e-con e-child\" data-id=\"d5e2dde\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ec5c7ef elementor-position-inline-start elementor-mobile-position-inline-start elementor-view-stacked elementor-shape-circle elementor-widget elementor-widget-icon-box\" data-id=\"ec5c7ef\" 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=\"M25.16 24.8c-0.48 0-0.8 0.32-0.8 0.8v0.64c0 0.48-0.16 0.88-0.56 1.2-0.32 0.32-0.8 0.56-1.28 0.56h-15.6c-0.48 0-0.96-0.16-1.28-0.56-0.32-0.32-0.56-0.8-0.56-1.2v-17.92c0-0.48 0.16-0.88 0.56-1.2 0.32-0.32 0.8-0.56 1.28-0.56h1.84v0.48c0 1.12 0.96 2.080 2.080 2.080h7.84c1.2 0 2.080-0.96 2.080-2.080v-0.48h1.84c0.32 0 0.64 0.080 0.88 0.24s0.48 0.4 0.64 0.64c0.24 0.4 0.72 0.48 1.12 0.32 0.4-0.24 0.48-0.72 0.32-1.12-0.32-0.48-0.72-0.96-1.28-1.2-0.48-0.32-1.12-0.48-1.68-0.48h-1.84v-0.48c0-1.12-0.96-2.080-2.080-2.080h-7.84c-1.12 0-2.080 0.96-2.080 2.080v0.48h-1.84c-0.88 0-1.76 0.32-2.4 0.96s-1.040 1.52-1.040 2.4v17.92c0 0.88 0.4 1.76 1.040 2.4s1.52 0.96 2.4 0.96h15.68c0.88 0 1.76-0.32 2.4-0.96s1.040-1.52 1.040-2.4v-0.64c-0.080-0.48-0.48-0.8-0.88-0.8zM10.28 5.76v-1.28c0-0.24 0.24-0.48 0.48-0.48h7.84c0.24 0 0.48 0.24 0.48 0.48v2.56c0 0.24-0.24 0.48-0.48 0.48h-7.84c-0.24 0-0.48-0.24-0.48-0.48v-1.28z\"><\/path><path d=\"M27.48 12.4c-0.64-0.64-1.6-1.040-2.48-1.040-0.96 0-1.84 0.4-2.48 1.040l-5.2 5.12c-0.4 0.4-0.72 0.88-0.88 1.44l-1.12 3.68c-0.080 0.24-0.080 0.48 0 0.8 0.080 0.24 0.16 0.48 0.4 0.64 0.16 0.16 0.4 0.32 0.64 0.4 0.080 0 0.24 0.080 0.32 0.080 0.16 0 0.24 0 0.4-0.080l3.76-1.040c0.56-0.16 1.040-0.48 1.44-0.88l5.2-5.12c0.64-0.64 1.040-1.6 1.040-2.48 0-1.040-0.32-1.92-1.040-2.56zM26.36 16.24l-5.2 5.12c-0.24 0.24-0.48 0.4-0.8 0.48l-3.52 1.040 1.040-3.44c0.080-0.32 0.24-0.56 0.48-0.72l5.2-5.12c0.4-0.4 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 0.4-0.080 0.88-0.48 1.28z\"><\/path><path d=\"M9.48 22.88c-0.48 0-0.8 0.32-0.8 0.8s0.32 0.8 0.8 0.8h1.28c0.48 0 0.8-0.32 0.8-0.8s-0.32-0.8-0.8-0.8h-1.28z\"><\/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\t1. Requirements &amp; feasibility analysis\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-931c82f elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"931c82f\" 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 <span style=\"color: #000000;\"><a style=\"color: #000000;\" href=\"\/ai-assessment\/\" target=\"_blank\" rel=\"noopener\"><span style=\"text-decoration: underline;\">AI and business requirement evaluation<\/span><\/a><\/span>, use case identification, comprehensive feasibility analysis, and viability testing of the proposed AI system.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-32c3615 elementor-position-inline-start elementor-mobile-position-inline-start elementor-view-stacked elementor-shape-circle elementor-widget elementor-widget-icon-box\" data-id=\"32c3615\" 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=\"M28.6 21.76h-2.32v-3.040c0-0.88-0.32-1.6-0.88-2.24s-1.36-0.88-2.24-0.88h-6.16v-5.36h2.72c0.48 0 0.8-0.32 0.8-0.8v-5.84c0-0.48-0.32-0.8-0.8-0.8h-6.96c-0.48 0-0.8 0.32-0.8 0.8v5.84c0 0.48 0.32 0.8 0.8 0.8h2.64v5.36h-6.16c-0.88 0-1.6 0.32-2.24 0.88-0.64 0.64-0.88 1.36-0.88 2.24v3.040h-2.72c-0.48 0-0.8 0.32-0.8 0.8v5.84c0 0.48 0.32 0.8 0.8 0.8h7.2c0.48 0 0.8-0.32 0.8-0.8v-5.84c0-0.48-0.32-0.8-0.8-0.8h-2.88v-3.040c0-0.4 0.16-0.8 0.48-1.040 0.32-0.32 0.64-0.48 1.040-0.48h13.92c0.4 0 0.8 0.16 1.040 0.48s0.48 0.64 0.48 1.040v3.040h-3.040c-0.48 0-0.8 0.32-0.8 0.8v5.84c0 0.48 0.32 0.8 0.8 0.8h6.96c0.48 0 0.8-0.32 0.8-0.8v-5.84c0-0.48-0.32-0.8-0.8-0.8zM9.8 23.36v4.24h-5.6v-4.24h5.6zM16.2 8.64h-2.72v-4.24h5.36v4.24h-2.64c0 0 0 0 0 0zM27.8 27.52h-5.36v-4.24h5.36v4.24z\"><\/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\t2. Data preparation &amp; modeling\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-3720a5a elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"3720a5a\" 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 prepare and structure your data for AI by ensuring quality, establishing scalable pipelines, addressing compliance requirements, and selecting the optimal model for your use case.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bbfef56 elementor-position-inline-start elementor-mobile-position-inline-start elementor-view-stacked elementor-shape-circle elementor-widget elementor-widget-icon-box\" data-id=\"bbfef56\" 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=\"M27.91 3.88h-23.68c-0.96 0-1.76 0.8-1.76 1.76v15.76c0 0.96 0.8 1.76 1.76 1.76h8.64l-1.36 3.36h-1.44c-0.48 0-0.8 0.32-0.8 0.8s0.32 0.8 0.8 0.8h2c0 0 0 0 0 0s0 0 0 0h7.84c0 0 0 0 0 0s0 0 0 0h2c0.48 0 0.8-0.32 0.8-0.8s-0.32-0.8-0.8-0.8h-1.44l-1.36-3.36h8.64c0.96 0 1.76-0.8 1.76-1.76v-15.76c0.16-0.96-0.64-1.76-1.6-1.76zM18.79 26.52h-5.52l1.36-3.36h2.88l1.28 3.36zM28.070 21.4c0 0.080-0.080 0.16-0.16 0.16h-13.84c0 0 0 0 0 0h-9.84c-0.080 0.080-0.16-0.080-0.16-0.16v-15.76c0-0.080 0.080-0.16 0.16-0.16h23.6c0.16 0 0.24 0.080 0.24 0.16v15.76z\"><\/path><path d=\"M10.63 10.44l-3.44 2.96c-0.16 0.16-0.32 0.4-0.24 0.64s0.080 0.48 0.32 0.64l2.96 2.48c0.16 0.16 0.32 0.16 0.48 0.16 0.24 0 0.48-0.080 0.64-0.32 0.32-0.32 0.24-0.88-0.080-1.12l-2.24-1.84 2.72-2.32c0.32-0.32 0.4-0.8 0.080-1.12s-0.88-0.4-1.2-0.16z\"><\/path><path d=\"M21.99 10.92c-0.32-0.24-0.8-0.16-1.12 0.16s-0.24 0.88 0.080 1.12l2.24 1.84-2.72 2.32c-0.32 0.32-0.4 0.8-0.080 1.12 0.16 0.16 0.4 0.24 0.64 0.24 0.16 0 0.4-0.080 0.56-0.16l3.44-2.96c0.16-0.16 0.32-0.4 0.24-0.64s-0.080-0.48-0.32-0.64l-2.96-2.4z\"><\/path><path d=\"M17.83 8.36c-0.4-0.16-0.88 0.080-1.040 0.48l-2.96 8.88c-0.16 0.4 0.080 0.88 0.48 1.040 0.080 0 0.16 0.080 0.24 0.080 0.32 0 0.64-0.24 0.72-0.56l2.96-8.88c0.24-0.48 0-0.88-0.4-1.040z\"><\/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\t3. Model development, testing &amp; validation\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-da26562 elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"da26562\" 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 retrain or fine-tune existing models or develop new models, train, validate, and test them for pre-determined performance parameters within their real-world deployment scenarios.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ad439f1 elementor-position-inline-start elementor-mobile-position-inline-start elementor-view-stacked elementor-shape-circle elementor-widget elementor-widget-icon-box\" data-id=\"ad439f1\" 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=\"M28.64 4.32h-20.96c-0.48 0-0.8 0.32-0.96 0.72 0 0.080 0 0.16 0 0.24v1.6h-2.48c-1.040 0-1.84 0.8-1.84 1.76v17.28c0 0.96 0.8 1.76 1.84 1.76h20.88c1.040 0 1.84-0.8 1.84-1.76v-2.4h1.68c0.56 0 0.96-0.4 0.96-0.96v-13.36c0 0 0-0.080 0-0.080v-3.84c0-0.56-0.4-0.96-0.96-0.96zM25.36 26c0 0.080-0.080 0.16-0.24 0.16h-20.88c-0.16 0-0.24-0.080-0.24-0.16v-17.36c0-0.080 0.080-0.16 0.24-0.16h2.48v0.64c0 0 0 0.080 0 0.080v13.36c0 0.080 0 0.080 0 0.16 0.080 0.48 0.48 0.8 0.96 0.8h17.68v2.48zM28 22h-19.68v-12.080h19.68v12.080zM28 8.16h-19.68v-2.24h19.68v2.24z\"><\/path><path d=\"M9.6 7.76h1.6c0.48 0 0.8-0.32 0.8-0.8s-0.32-0.8-0.8-0.8h-1.6c-0.48 0-0.8 0.32-0.8 0.8s0.32 0.8 0.8 0.8z\"><\/path><path d=\"M13.2 7.76h1.6c0.48 0 0.8-0.32 0.8-0.8s-0.32-0.8-0.8-0.8h-1.6c-0.48 0-0.8 0.32-0.8 0.8s0.4 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\t4. Deployment &amp; system integration\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-3dcbbde elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"3dcbbde\" 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 deploy AI systems in the target environment and integrate them with existing systems, workflows, and processes with minimal disruption, while removing potential AI bottlenecks.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c6b72b0 elementor-position-inline-start elementor-mobile-position-inline-start elementor-view-stacked elementor-shape-circle elementor-widget elementor-widget-icon-box\" data-id=\"c6b72b0\" 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=\"M28.689 16.92l-2.16-3.040c-0.16-3.84-2.16-7.36-5.52-9.44-0.16-0.080-0.32-0.24-0.48-0.32-0.4-0.24-0.88-0.080-1.12 0.32s-0.080 0.88 0.32 1.12c0.16 0.080 0.32 0.16 0.4 0.24 2.96 1.84 4.72 4.96 4.8 8.4 0 0.16 0.080 0.32 0.16 0.48l2.32 3.2c0.080 0.080 0.080 0.16 0.080 0.24 0 0 0 0.080-0.080 0.080-0.4 0.24-1.12 0.56-2.080 0.8-0.32 0.080-0.56 0.4-0.64 0.72l-0.32 4.16c0 0.16-0.080 0.24-0.16 0.4s-0.16 0.24-0.24 0.32c-0.080 0.080-0.24 0.16-0.4 0.16s-0.32 0.080-0.4 0l-1.76-0.24c-0.24 0-0.48 0.080-0.64 0.16-0.16 0.16-0.24 0.4-0.24 0.56v2.24c0 0.080-0.080 0.24-0.16 0.32s-0.16 0.16-0.32 0.16h-10.64c-0.080 0-0.24-0.080-0.32-0.16s-0.16-0.16-0.16-0.32v-4.64c0-0.24-0.16-0.48-0.32-0.64-2.56-1.92-4.080-4.8-4.080-8 0-3.44 1.76-6.64 4.8-8.48 0.4-0.24 0.48-0.72 0.24-1.12s-0.72-0.48-1.12-0.24c-3.44 2.24-5.52 5.92-5.52 9.92 0 3.52 1.6 6.8 4.4 9.040v4.24c0 0.56 0.24 1.040 0.56 1.44 0.4 0.4 0.88 0.56 1.44 0.56h10.72c0.56 0 1.040-0.24 1.44-0.56 0.4-0.4 0.56-0.88 0.56-1.44v-1.28l0.88 0.16c0.32 0.080 0.72 0 1.040-0.080s0.64-0.24 0.96-0.48c0.32-0.24 0.48-0.48 0.64-0.8s0.24-0.64 0.32-1.040l0.32-3.6c0.72-0.24 1.36-0.48 2-0.88 0.4-0.24 0.72-0.64 0.8-1.12 0.16-0.56 0-1.040-0.32-1.52z\"><\/path><path d=\"M9.249 12.12c-0.48 1.12-0.56 2.48-0.24 3.68s1.040 2.32 2 3.040c0.96 0.8 2.16 1.2 3.44 1.2 1.2 0 2.48-0.4 3.44-1.2s1.68-1.84 2-3.040c0.32-1.2 0.24-2.48-0.24-3.68-0.4-1.040-1.12-1.92-2-2.48 0-0.4 0-0.88 0-1.44 0-1.28 0-2.48-0.080-3.52-0.080-1.2-0.88-2.080-2-2.16-0.4 0-0.8-0.080-1.2-0.080-0.48 0-0.88 0-1.2 0.080-1.12 0.080-1.92 1.040-2 2.16 0 0.64-0.080 1.84-0.080 3.52 0 0.56 0 1.040 0 1.44-0.8 0.56-1.44 1.44-1.84 2.48zM12.449 10.76c0.24-0.16 0.4-0.4 0.4-0.72 0-0.56 0-1.2 0-1.84 0-1.68 0-2.8 0.080-3.44 0-0.32 0.16-0.64 0.48-0.64s0.64 0 1.040-0.080c0.32 0 0.72 0 1.040 0.080 0.32 0 0.48 0.32 0.48 0.64 0 0.96 0.080 2.16 0.080 3.44 0 0.72 0 1.36 0 1.84 0 0.32 0.16 0.56 0.4 0.72 0.8 0.48 1.36 1.12 1.68 2 0.32 0.8 0.4 1.76 0.16 2.64s-0.72 1.68-1.44 2.24c-1.36 1.12-3.44 1.12-4.88 0-0.72-0.56-1.2-1.36-1.44-2.24s-0.16-1.84 0.16-2.64c0.32-0.88 0.96-1.6 1.76-2z\"><\/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\t5. Monitoring, optimization &amp; support\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-a42ea36 elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"a42ea36\" 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 AI model for conceptual and data drifts and optimize AI systems as the original parameters and requirements change, enabling business-aligned evolution 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<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7e15561 support e-flex e-con-boxed e-con e-parent\" data-id=\"7e15561\" data-element_type=\"container\" data-e-type=\"container\" id=\"06\" 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-e19f1c7 e-con-full e-flex e-con e-child\" data-id=\"e19f1c7\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-2a8aa1f e-con-full e-flex e-con e-child\" data-id=\"2a8aa1f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-893a228 elementor-widget elementor-widget-heading\" data-id=\"893a228\" 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 industry-specific AI development expertise<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9d3a3e6 elementor-widget elementor-widget-text-editor\" data-id=\"9d3a3e6\" 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>Even if you belong to a different industry, feel free to reach out. We offer custom development services to businesses from a much wider range of industries than the ones highlighted here.\u00a0\u00a0<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-ec6165a e-grid e-con-boxed e-con e-child\" data-id=\"ec6165a\" 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-9415fd8 elementor-position-inline-start elementor-widget-mobile__width-initial healthcare elementor-mobile-position-inline-start elementor-view-default elementor-widget elementor-widget-icon-box\" data-id=\"9415fd8\" 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\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\t<ul>\n<li>EHR management systems<\/li>\n<li>Diagnostic assistance<\/li>\n<li>Administrative automation<\/li>\n<li>Healthcare AI agents<\/li>\n<li>Decision support systems<\/li>\n<\/ul>\n\n\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-b7badae elementor-position-inline-start elementor-widget-mobile__width-initial healthcare elementor-mobile-position-inline-start elementor-view-default elementor-widget elementor-widget-icon-box\" data-id=\"b7badae\" 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=\"Finance\">\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\tFinance\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/p>\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\t<ul class=\"custom-left-bullet\">\n    <li>Fraud detection<\/li>\n    <li>Personalized core banking<\/li>\n    <li>Credit management<\/li>\n    <li>Compliance automation<\/li>\n    <li>Virtual assistants and robo-advisors<\/li>\n<\/ul>\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-64d986a elementor-position-inline-start elementor-widget-mobile__width-initial healthcare elementor-mobile-position-inline-start elementor-view-default elementor-widget elementor-widget-icon-box\" data-id=\"64d986a\" 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=\"Edtech\">\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\tEdtech\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/p>\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\t<ul class=\"custom-left-bullet\">\n    <li>Adaptive\/personalized learning<\/li>\n    <li>Assessments and testing<\/li>\n    <li>Content creation<\/li>\n    <li>Intelligent LMS<\/li>\n    <li>AI tutors<\/li>\n<\/ul>\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-e855ef2 elementor-position-inline-start elementor-widget-mobile__width-initial healthcare elementor-mobile-position-inline-start elementor-view-default elementor-widget elementor-widget-icon-box\" data-id=\"e855ef2\" 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-retail\/\" target=\"_blank\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"Retail\">\n\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"32\" height=\"32\" viewBox=\"0 0 32 32\"><path d=\"M26.657 11.040c-0.080-0.4-0.4-0.72-0.8-0.72h-4.16v-2.16c0-1.52-0.56-2.96-1.68-4.080s-2.48-1.68-4-1.68-2.96 0.56-4.080 1.68c-1.12 1.12-1.68 2.48-1.68 4.080v2.16h-4.080c-0.4 0-0.72 0.32-0.8 0.72l-1.76 15.52c-0.080 0.4 0 0.8 0.080 1.12 0.080 0.4 0.32 0.72 0.56 1.040s0.56 0.56 0.96 0.64c0.4 0.16 0.8 0.24 1.12 0.24h19.2c0.4 0 0.8-0.080 1.12-0.24s0.72-0.4 0.96-0.64c0.24-0.32 0.48-0.64 0.56-1.040 0.24-0.4 0.24-0.8 0.24-1.12l-1.76-15.52zM11.857 8.16c0-1.12 0.4-2.16 1.2-2.88 0.8-0.8 1.84-1.2 2.88-1.2s2.16 0.4 2.88 1.2c0.8 0.8 1.2 1.84 1.2 2.88v2.16h-8.16v-2.16zM26.737 27.2c-0.080 0.16-0.16 0.32-0.24 0.4-0.080 0.16-0.24 0.24-0.4 0.32s-0.32 0.080-0.48 0.080h-19.2c-0.16 0-0.32 0-0.48-0.080s-0.32-0.16-0.4-0.32c-0.080-0.16-0.16-0.24-0.24-0.4s-0.080-0.32-0.080-0.48l1.68-14.8h18.24l1.68 14.8c0 0.16 0 0.32-0.080 0.48z\"><\/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-retail\/\" target=\"_blank\" >\n\t\t\t\t\t\t\tRetail\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/p>\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\t<ul class=\"custom-left-bullet\">\n    <li>Hyper-personalized shopping experiences<\/li>\n    <li>Inventory management<\/li>\n    <li>Dynamic pricing<\/li>\n    <li>Sentiment analysis<\/li>\n    <li>Customer service agents<\/li>\n<\/ul>\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-3608c95 elementor-position-inline-start elementor-widget-mobile__width-initial healthcare elementor-mobile-position-inline-start elementor-view-default elementor-widget elementor-widget-icon-box\" data-id=\"3608c95\" 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=\"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<\/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<p class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tLogistics\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/p>\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\t<ul class=\"custom-left-bullet\">\n    <li>Smart routing<\/li>\n    <li>Predictive maintenance of fleets<\/li>\n    <li>Supply chain optimization<\/li>\n    <li>Dynamic pricing and scheduling<\/li>\n    <li>Warehouse automation<\/li>\n<\/ul>\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-890efee elementor-position-inline-start elementor-widget-mobile__width-initial healthcare elementor-mobile-position-inline-start elementor-view-default elementor-widget elementor-widget-icon-box\" data-id=\"890efee\" 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\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\t<ul class=\"custom-left-bullet\">\n    <li>Core system modernization<\/li>\n    <li>Billing accuracy and revenue assurance<\/li>\n    <li>Network optimization<\/li>\n    <li>Predictive maintenance<\/li>\n    <li>Fraud detection<\/li>\n<\/ul>\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\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-99ce7c0 e-flex e-con-boxed e-con e-parent\" data-id=\"99ce7c0\" 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-a31e40d e-con-full e-flex e-con e-child\" data-id=\"a31e40d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-be1f27c elementor-widget__width-initial elementor-widget-mobile__width-initial elementor-widget elementor-widget-heading\" data-id=\"be1f27c\" 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\">Amplify your capabilities with \ntailored AI systems\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0dd6aae elementor-widget__width-initial elementor-widget-mobile__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"0dd6aae\" 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>Built to drive growth and future-proof your business.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3c4a612 e-con-full e-flex e-con e-child\" data-id=\"3c4a612\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-60e999a elementor-align-right elementor-tablet-align-left indigo-btn indigo-btn--solid elementor-mobile-align-left elementor-widget elementor-widget-button\" data-id=\"60e999a\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;none&quot;}\" 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-md\" 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'S 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\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-8d16321 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"8d16321\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-254c8fb\" data-id=\"254c8fb\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-78327fb elementor-widget elementor-widget-heading\" data-id=\"78327fb\" 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-2a3cc83 box-circle1 elementor-widget elementor-widget-image-carousel\" data-id=\"2a3cc83\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;slides_to_show&quot;:&quot;5&quot;,&quot;navigation&quot;:&quot;none&quot;,&quot;autoplay&quot;:&quot;yes&quot;,&quot;pause_on_hover&quot;:&quot;yes&quot;,&quot;pause_on_interaction&quot;:&quot;yes&quot;,&quot;autoplay_speed&quot;:5000,&quot;infinite&quot;:&quot;yes&quot;,&quot;speed&quot;:500}\" data-widget_type=\"image-carousel.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-image-carousel-wrapper swiper\" role=\"region\" aria-roledescription=\"carousel\" aria-label=\"Image Carousel\" dir=\"ltr\">\n\t\t\t<div class=\"elementor-image-carousel swiper-wrapper\" aria-live=\"off\">\n\t\t\t\t\t\t\t\t<div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"1 of 21\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/10pearls.com\/uk\/wp-content\/uploads\/2026\/03\/image-494.webp\" alt=\"image 494\" \/><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"2 of 21\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/10pearls.com\/uk\/wp-content\/uploads\/2026\/03\/exelon-2.webp\" alt=\"exelon\" \/><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"3 of 21\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/10pearls.com\/uk\/wp-content\/uploads\/2026\/03\/Logo-2.webp\" alt=\"Logo (2)\" \/><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"4 of 21\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" 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alt=\"image 465\" \/><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"20 of 21\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/10pearls.com\/uk\/wp-content\/uploads\/2026\/03\/image-497.webp\" alt=\"image 497\" \/><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"21 of 21\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/10pearls.com\/uk\/wp-content\/uploads\/2026\/03\/image-498.webp\" alt=\"image 498\" \/><\/figure><\/div>\t\t\t<\/div>\n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t<div class=\"elementor-element elementor-element-c994885 e-flex e-con-boxed e-con e-parent\" data-id=\"c994885\" data-element_type=\"container\" data-e-type=\"container\" id=\"07\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-aaa96f5 e-con-full e-flex e-con e-child\" data-id=\"aaa96f5\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8a2c155 elementor-widget elementor-widget-heading\" data-id=\"8a2c155\" 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 development success stories<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-32bf918 e-con-full e-flex e-con e-child\" data-id=\"32bf918\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f014339 elementor-widget elementor-widget-html\" data-id=\"f014339\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t\t<div class=\"slider-wrapper\">\r\n    <div class=\"slide active\" id=\"slide-1\">\r\n        <div class=\"slide-content-wrapper\"> \r\n            <div class=\"slide-content\">\r\n                <p class=\"tag\">artificial intelligence - Case study<\/p>\r\n                <h5>Healthcare Support Platform with Agentic AI<\/h5>\r\n                <p class=\"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>\r\n                <div class=\"stats-row\">\r\n                    <div class=\"stat-item\">Enhanced UX\r\nwith AI-guidance<\/div>\r\n                    <div class=\"stat-item\">Improved accessibility\r\nwith multilingual support<\/div>\r\n                <\/div>\r\n                <a href=\"\/portfolio\/accelerating-healthcare-delivery-agentic-ai\/\" class=\"read-more\">Read case study &rarr;<\/a>\r\n                <div class=\"mob-slide-img\" style=\"background-image: url('\/wp-content\/uploads\/2026\/05\/ai-case-study-1.webp');\"><\/div>\r\n            <\/div>\r\n        <\/div>\r\n        <div class=\"slide-bg\" style=\"background-image: url('https:\/\/staging.10pearls.com\/wp-content\/uploads\/2026\/04\/portfolioaccelerating-healthcare-delivery-agentic-ai.webp');\"><\/div>\r\n    <\/div>\r\n\r\n    <div class=\"slide\" id=\"slide-2\">\r\n        <div class=\"slide-content-wrapper\"> \r\n            <div class=\"slide-content\">\r\n                <p class=\"tag\">artificial intelligence - Case study<\/p>\r\n                <h5>AI-Powered Precision Agriculture<\/h5>\r\n                <p class=\"desc\">Driving innovation in agriculture technology by delivering precise microclimate insights from AI-powered prediction models.<\/p>\r\n                <div class=\"stats-row\">\r\n                    <div class=\"stat-item\">Resource efficiency with microclimate predictions<\/div>\r\n                    <div class=\"stat-item\">Sustainability with smart resource allocation<\/div>\r\n                <\/div>\r\n                <\/div>\r\n                <a href=\"\/portfolio\/sustainability-precision-agriculture\/\" class=\"read-more\">Read case study &rarr;<\/a>\r\n                <div class=\"mob-slide-img\" style=\"background-image: url('\/wp-content\/uploads\/2026\/05\/ai-case-study-2.webp');\"><\/div>\r\n            <\/div>\r\n        <\/div>\r\n        <div class=\"slide-bg\" style=\"background-image: url('https:\/\/staging.10pearls.com\/wp-content\/uploads\/2026\/04\/AI-Powered.webp');\"><\/div>\r\n    <\/div>\r\n\r\n    <div class=\"slider-nav\">\r\n        <div class=\"nav-btn active\" onclick=\"manualSlide(1)\">\r\n            <div class=\"progress-bar\"><div class=\"fill\"><\/div><\/div>\r\n            <span class=\"nav-label\">Healthcare Support Platform with Agentic AI<\/span>\r\n        <\/div>\r\n        <div class=\"nav-btn\" onclick=\"manualSlide(2)\">\r\n            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1;\r\n            showSlide(next);\r\n        }\r\n\r\n        function manualSlide(n) {\r\n            clearInterval(slideInterval); \r\n            showSlide(n);\r\n            slideInterval = setInterval(nextSlide, 5000); \r\n        }\r\n    <\/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-c26f65e e-flex e-con-boxed e-con e-parent\" data-id=\"c26f65e\" 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-e45069f e-con-full e-flex e-con e-child\" data-id=\"e45069f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-082951c elementor-widget__width-initial elementor-widget-mobile__width-initial elementor-widget elementor-widget-heading\" data-id=\"082951c\" 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\"><p style=\"margin: 0;color: #FFFFFF\">\n    Start building your\n    <span class=\"primary-brand-color\">AI strategy<\/span>\n<\/p>\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e4ea5a7 elementor-widget__width-initial elementor-widget-mobile__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"e4ea5a7\" 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 Readiness Assessment evaluates your strengths and opportunities across five key areas to guide your next steps in AI implementation.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6e993cc e-con-full e-flex e-con e-child\" data-id=\"6e993cc\" data-element_type=\"container\" 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height=\"26\" alt=\"Loading\"><\/div><\/form><\/div>  <!-- .wpforms-container --><\/div><\/div>\r\n      <\/div>\r\n    <\/div>\r\n    <script>\r\n    const questions = [\r\n    \/\/ Strategy & Vision (4 questions)\r\n    {\r\n    question: \"Does the organization have an AI strategy aligned with business goals?\",\r\n    pillar: \"Strategy & Vision\",\r\n    options: [\r\n    { text: \"No AI strategy has been established yet\", points: 0 },\r\n    { text: \"An AI strategy exists informally but is undocumented\", points: 1 },\r\n    { text: \"Early discussions of a formal AI strategy underway\", points: 2 },\r\n    { text: \"A documented AI strategy is partially aligned with business goals\", points: 3 },\r\n    { text: \"A formal strategy is aligned and integrated with business objectives\", points: 4 }\r\n    ]\r\n    },\r\n    {\r\n    question: \"Is there executive sponsorship for AI initiatives?\",\r\n    pillar: \"Strategy & Vision\",\r\n    options: [\r\n    { text: \"No executive sponsorship has been established yet\", points: 0 },\r\n    { text: \"Some executive interest exists, but no clear commitment\", points: 1 },\r\n    { text: \"Some awareness and occasional support from executives is present\", points: 2 },\r\n    { text: \"Active executive supporters are identified, with limited resources committed\", points: 3 },\r\n    { text: \"Consistent executive sponsorship with dedicated resources in place\", points: 4 }\r\n    ]\r\n    },\r\n    {\r\n    question: \"Are AI initiatives tracked with defined KPIs?\",\r\n    pillar: \"Strategy & Vision\",\r\n    options: [\r\n    { text: \"No tracking or KPIs have been established yet\", points: 0 },\r\n    { text: \"Tracking is ad hoc and lacks defined KPIs\", points: 1 },\r\n    { text: \"Some metrics are discussed, but tracking is inconsistent\", points: 2 },\r\n    { text: \"Structured KPIs are defined for select AI projects\", points: 3 },\r\n    { text: \"KPIs are comprehensively defined and actively tracked across AI initiatives\", points: 4 }\r\n    ]\r\n    },\r\n    {\r\n    question: \"Is AI viewed as a long-term strategic lever?\",\r\n    pillar: \"Strategy & Vision\",\r\n    options: [\r\n    { text: \"No long-term consideration for AI exists yet\", points: 0 },\r\n    { text: \"AI is viewed tactically for isolated experiments only\", points: 1 },\r\n    { text: \"AI is recognized as potentially important but lacks long-term planning\", points: 2 },\r\n    { text: \"AI is included in medium-term plans with some investment underway\", points: 3 },\r\n    { text: \"AI is fully embraced as a core, long-term strategic enabler\", points: 4 }\r\n    ]\r\n    },\r\n    \/\/ Data Readiness (4 questions)\r\n    {\r\n    question: \"Is relevant data available and accessible?\",\r\n    pillar: \"Data Readiness\",\r\n    options: [\r\n    { text: \"No relevant data is available or accessible yet\", points: 0 },\r\n    { text: \"Data exists but is mostly inaccessible and siloed\", points: 1 },\r\n    { text: \"Some relevant data sources are identified with partial access\", points: 2 },\r\n    { text: \"Most relevant data is available, with some integration challenges\", points: 3 },\r\n    { text: \"Data is broadly accessible and well-integrated for AI use\", points: 4 }\r\n    ]\r\n    },\r\n    {\r\n    question: \"Is data consistently cleaned and maintained?\",\r\n    pillar: \"Data Readiness\",\r\n    options: [\r\n    { text: \"No data cleaning or maintenance processes have been established yet\", points: 0 },\r\n    { text: \"Data quality is checked occasionally with inconsistent practices\", points: 1 },\r\n    { text: \"Some routine data cleaning processes are emerging\", points: 2 },\r\n    { text: \"Structured data maintenance practices exist but with partial coverage\", points: 3 },\r\n    { text: \"Consistent data cleaning and maintenance processes are in place\", points: 4 }\r\n    ]\r\n    },\r\n    {\r\n    question: \"Are data governance policies in place?\",\r\n    pillar: \"Data Readiness\",\r\n    options: [\r\n    { text: \"No data governance policies have been established yet\", points: 0 },\r\n    { text: \"Data governance practices are informal and undocumented\", points: 1 },\r\n    { text: \"Some early governance policies or discussions are emerging\", points: 2 },\r\n    { text: \"Documented governance policies are implemented in parts of the organization\", points: 3 },\r\n    { text: \"A comprehensive governance framework is applied organization-wide\", points: 4 }\r\n    ]\r\n    },\r\n    {\r\n    question: \"Is data labeled or structured for AI use?\",\r\n    pillar: \"Data Readiness\",\r\n    options: [\r\n    { text: \"No data labeling or structuring for AI has been established yet\", points: 0 },\r\n    { text: \"Ad hoc or manual labeling is done for a few projects\", points: 1 },\r\n    { text: \"Some datasets are partially labeled or structured\", points: 2 },\r\n    { text: \"Structured processes for labeling and preparing data are emerging\", points: 3 },\r\n    { text: \"Well-established, scalable labeling and structuring processes in place\", points: 4 }\r\n    ]\r\n    },\r\n    \/\/ Technology Infrastructure (4 questions)\r\n    {\r\n    question: \"Is there infrastructure to build\/deploy AI models?\",\r\n    pillar: \"Technology Infrastructure\",\r\n    options: [\r\n    { text: \"No infrastructure for AI has been established yet\", points: 0 },\r\n    { text: \"Ad hoc computing resources are used for pilots only\", points: 1 },\r\n    { text: \"Early investments in AI platforms or tools are underway\", points: 2 },\r\n    { text: \"Dedicated infrastructure is in place, with some gaps\", points: 3 },\r\n    { text: \"Robust, scalable infrastructure fully supports the AI lifecycle\", points: 4 }\r\n    ]\r\n    },\r\n    {\r\n    question: \"Is the organization using modern data platforms?\",\r\n    pillar: \"Technology Infrastructure\",\r\n    options: [\r\n    { text: \"No modern data platforms are in use yet\", points: 0 },\r\n    { text: \"Experiments with modern platforms have begun but no adoption yet\", points: 1 },\r\n    { text: \"Some adoption of modern data platforms is underway\", points: 2 },\r\n    { text: \"Modern data platforms are implemented in key areas\", points: 3 },\r\n    { text: \"Modern, unified data platforms are fully adopted across the business\", points: 4 }\r\n    ]\r\n    },\r\n    {\r\n    question: \"Can infrastructure scale to meet AI needs?\",\r\n    pillar: \"Technology Infrastructure\",\r\n    options: [\r\n    { text: \"Cannot scale for AI needs at this time\", points: 0 },\r\n    { text: \"Limited scale-up capabilities exist, with high friction\", points: 1 },\r\n    { text: \"Some capacity to scale is available but with manual effort\", points: 2 },\r\n    { text: \"Infrastructure scales for most AI workloads, with occasional challenges\", points: 3 },\r\n    { text: \"Highly scalable infrastructure is in place to meet future AI growth\", points: 4 }\r\n    ]\r\n    },\r\n    {\r\n    question: \"Are tools integrated across teams?\",\r\n    pillar: \"Technology Infrastructure\",\r\n    options: [\r\n    { text: \"No integration between tools exists yet\", points: 0 },\r\n    { text: \"Tools are informally connected through manual data sharing\", points: 1 },\r\n    { text: \"Some early efforts to connect tools or workflows are underway\", points: 2 },\r\n    { text: \"Structured integration is in progress with most teams\", points: 3 },\r\n    { text: \"Seamless tool and workflow integration exists across all teams\", points: 4 }\r\n    ]\r\n    },\r\n    \/\/ Talent & Skills (4 questions)\r\n    {\r\n    question: \"Are there in-house AI\/ML or data science experts?\",\r\n    pillar: \"Talent & Skills\",\r\n    options: [\r\n    { text: \"No in-house AI\/ML or data science experts are available yet\", points: 0 },\r\n    { text: \"Limited AI skills are drawn from adjacent disciplines, no specialists\", points: 1 },\r\n    { text: \"One or two AI specialists or contractors are engaged\", points: 2 },\r\n    { text: \"A small internal AI\/ML team is partially staffed\", points: 3 },\r\n    { text: \"A dedicated, skilled in-house AI\/ML\/data science team is in place\", points: 4 }\r\n    ]\r\n    },\r\n    {\r\n    question: \"Are teams trained or upskilled for AI adoption?\",\r\n    pillar: \"Talent & Skills\",\r\n    options: [\r\n    { text: \"No training has been provided yet\", points: 0 },\r\n    { text: \"Informal learning or isolated workshops have occurred\", points: 1 },\r\n    { text: \"Some formal training programs are piloted\", points: 2 },\r\n    { text: \"Consistent upskilling is in place for select roles\", points: 3 },\r\n    { text: \"Comprehensive, ongoing training programs are implemented organization-wide\", points: 4 }\r\n    ]\r\n    },\r\n    {\r\n    question: \"Are there defined AI roles and responsibilities?\",\r\n    pillar: \"Talent & Skills\",\r\n    options: [\r\n    { text: \"No AI roles or responsibilities have been defined yet\", points: 0 },\r\n    { text: \"Ad hoc assignment of AI tasks to existing staff\", points: 1 },\r\n    { text: \"Some roles are emerging but not clearly documented\", points: 2 },\r\n    { text: \"Most roles and responsibilities are documented, with some gaps\", points: 3 },\r\n    { text: \"Clear, structured AI roles and responsibilities are implemented\", points: 4 }\r\n    ]\r\n    },\r\n    {\r\n    question: \"Is cross-functional collaboration supported?\",\r\n    pillar: \"Talent & Skills\",\r\n    options: [\r\n    { text: \"No cross-functional collaboration around AI exists yet\", points: 0 },\r\n    { text: \"Collaboration is ad hoc, with no supporting framework\", points: 1 },\r\n    { text: \"Some early efforts to coordinate teams are underway\", points: 2 },\r\n    { text: \"Structured collaboration processes exist, with partial coverage\", points: 3 },\r\n    { text: \"A strong cross-functional collaboration culture is fully supported by processes and tools\", points: 4 }\r\n    ]\r\n    },\r\n    \/\/ Governance & Ethics (4 questions)\r\n    {\r\n    question: \"Is there a policy for responsible AI use?\",\r\n    pillar: \"Governance & Ethics\",\r\n    options: [\r\n    { text: \"No responsible AI policy has been established yet\", points: 0 },\r\n    { text: \"Some informal awareness exists but no policy is documented\", points: 1 },\r\n    { text: \"A draft policy or working group has formed\", points: 2 },\r\n    { text: \"A responsible AI policy is documented and partially applied\", points: 3 },\r\n    { text: \"A comprehensive responsible AI policy is adopted and enforced\", points: 4 }\r\n    ]\r\n    },\r\n    {\r\n    question: \"Are risks like bias, fairness, and explainability addressed?\",\r\n    pillar: \"Governance & Ethics\",\r\n    options: [\r\n    { text: \"No consideration of these risks has occurred yet\", points: 0 },\r\n    { text: \"Risks are considered occasionally in an ad hoc manner\", points: 1 },\r\n    { text: \"Some risks are identified, with early mitigation discussions underway\", points: 2 },\r\n    { text: \"Risk mitigation processes are partly implemented\", points: 3 },\r\n    { text: \"Robust, ongoing risk assessment and mitigation are embedded in AI practices\", points: 4 }\r\n    ]\r\n    },\r\n    {\r\n    question: \"Is AI model performance audited regularly?\",\r\n    pillar: \"Governance & Ethics\",\r\n    options: [\r\n    { text: \"No audits are conducted yet\", points: 0 },\r\n    { text: \"Audits occur irregularly or on an ad hoc basis\", points: 1 },\r\n    { text: \"Some performance reviews are emerging, but no formal structure exists\", points: 2 },\r\n    { text: \"Scheduled audits are performed for some AI models\", points: 3 },\r\n    { text: \"Formal, recurring audits are conducted for all deployed AI models\", points: 4 }\r\n    ]\r\n    },\r\n    {\r\n    question: \"Are privacy and compliance (e.g., GDPR) accounted for?\",\r\n    pillar: \"Governance & Ethics\",\r\n    options: [\r\n    { text: \"No privacy or compliance considerations have been addressed yet\", points: 0 },\r\n    { text: \"Privacy and compliance issues are handled in an ad hoc manner\", points: 1 },\r\n    { text: \"Some compliance practices are emerging\", points: 2 },\r\n    { text: \"Structured privacy and compliance processes exist but are incomplete\", points: 3 },\r\n    { text: \"Comprehensive compliance processes are fully implemented and monitored\", points: 4 }\r\n    ]\r\n    }\r\n    ];\r\n    let currentQuestionIndex = 0;\r\n    let totalScore = 0;\r\n    const selectedAnswers = []; \/\/ Array to store selected answers\r\n    const answersData = []; \/\/ Array to store question and selected answer\r\n    const pillarScores = {\r\n    \"Strategy & Vision\": { total: 0, count: 0, average: 0 },\r\n    \"Data Readiness\": { total: 0, count: 0, average: 0 },\r\n    \"Technology Infrastructure\": { total: 0, count: 0, average: 0 },\r\n    \"Talent & Skills\": { total: 0, count: 0, average: 0 },\r\n    \"Governance & Ethics\": { total: 0, count: 0, average: 0 }\r\n    };\r\n    document.getElementById('startBtn').onclick = function () {\r\n    document.getElementById('popup').style.display = 'flex';\r\n    document.body.classList.add('bodypopup-open');\r\n    loadQuestion();\r\n    };\r\n    let currentImageIndex = 1;\r\n    document.getElementById('nextBtn').onclick = function () {\r\n    if (!isAnswerSelected()) {\r\n    alert(\"Please select an answer to continue.\");\r\n    return;\r\n    }\r\n    saveAnswer();\r\n    if (currentQuestionIndex < questions.length - 1) {\r\n    currentQuestionIndex++;\r\n    currentImageIndex++;\r\n    document.getElementById('stepImages').src = `\/wp-content\/themes\/astra-child\/assets\/images\/ai-analysis\/${currentImageIndex}.png`;\r\n    loadQuestion();\r\n    } else {\r\n    document.getElementById('popup').style.display = 'none';\r\n    calculatePillarAverages();\r\n    showResults();\r\n    }\r\n    };\r\n    document.getElementById('backBtn').onclick = function () {\r\n    if (currentQuestionIndex > 0) {\r\n    \/\/ Remove the previous answer from the pillar score calculation\r\n    const prevQuestion = questions[currentQuestionIndex];\r\n    const prevAnswer = selectedAnswers[currentQuestionIndex];\r\n    if (prevAnswer !== undefined) {\r\n    const prevPoints = prevQuestion.options[prevAnswer].points;\r\n    pillarScores[prevQuestion.pillar].total -= prevPoints;\r\n    pillarScores[prevQuestion.pillar].count--;\r\n    }\r\n    \r\n    currentQuestionIndex--;\r\n    currentImageIndex--;\r\n    document.getElementById('stepImages').src = `\/wp-content\/themes\/astra-child\/assets\/images\/ai-analysis\/${currentImageIndex}.png`;\r\n    loadQuestion();\r\n    }\r\n    };\r\n    function loadQuestion() {\r\n    const questionContainer = document.getElementById('question-container');\r\n    const question = questions[currentQuestionIndex];\r\n    \r\n    \/\/ Update the pillar title in the heading\r\n    document.getElementById('pillarTitle').textContent = `AI Readiness Assessment - ${question.pillar}`;\r\n    \r\n    let html = `<p class='qustion-heading'>${question.question}<\/p><div class=\"row\"><div class=\"col-12\">`;\r\n    \r\n    html += question.options.map((option, index) =>\r\n    \r\n    `<label class=\"custom-radio\">\r\n      <input type=\"radio\" name=\"question\" value=\"${option.points}\" ${selectedAnswers[currentQuestionIndex] === index ? 'checked' : ''}>\r\n      <span class=\"option-text\">${option.text}<\/span>\r\n      <span class='bg-selected'><\/span>\r\n    <\/label>\r\n    <br>`\r\n    ).join('');\r\n    \r\n  html += `<\/div><\/div>`;\r\n  questionContainer.innerHTML = html;\r\n  updateProgressBar();\r\n  document.getElementById('backBtn').disabled = currentQuestionIndex === 0;\r\n  }\r\n  function saveAnswer() {\r\n  const selectedOption = document.querySelector('input[name=\"question\"]:checked');\r\n  if (selectedOption) {\r\n  const questionObj = questions[currentQuestionIndex];\r\n  const selectedIndex = Array.from(document.querySelectorAll('input[name=\"question\"]')).indexOf(selectedOption);\r\n  \r\n  \/\/ If this question was already answered, subtract previous points from pillar total\r\n  if (selectedAnswers[currentQuestionIndex] !== undefined) {\r\n  const prevPoints = questionObj.options[selectedAnswers[currentQuestionIndex]].points;\r\n  pillarScores[questionObj.pillar].total -= prevPoints;\r\n  pillarScores[questionObj.pillar].count--;\r\n  }\r\n  \r\n  selectedAnswers[currentQuestionIndex] = selectedIndex;\r\n  const points = parseFloat(selectedOption.value);\r\n  \r\n  \/\/ Add to pillar score\r\n  pillarScores[questionObj.pillar].total += points;\r\n  pillarScores[questionObj.pillar].count++;\r\n  \/\/ Store question and selected answer text\r\n  answersData[currentQuestionIndex] = {\r\n  question: questionObj.question,\r\n  answer: questionObj.options[selectedIndex].text,\r\n  pillar: questionObj.pillar,\r\n  points: points\r\n  };\r\n  }\r\n  }\r\n  function calculatePillarAverages() {\r\n  \/\/ Calculate averages for each pillar\r\n  for (const pillar in pillarScores) {\r\n  if (pillarScores[pillar].count > 0) {\r\n  pillarScores[pillar].average = pillarScores[pillar].total \/ pillarScores[pillar].count;\r\n  } else {\r\n  pillarScores[pillar].average = 0;\r\n  }\r\n  }\r\n  }\r\n  function getMaturityLevel(score) {\r\n  if (score === 0) return \"Nonexistent\";\r\n  if (score <= 1) return \"Initial\";\r\n  if (score <= 2) return \"Emerging\";\r\n  if (score <= 3) return \"Developing\";\r\n  return \"Advanced\";\r\n  }\r\n  function isAnswerSelected() {\r\n  return document.querySelector('input[name=\"question\"]:checked') !== null;\r\n  }\r\n  function showResults() {\r\n  const resultTitle = document.getElementById('resultTitle');\r\n  const resultHeading = document.getElementById('resultHeading');\r\n  const resultDescription = document.getElementById('resultDescription');\r\n  const scorecardContainer = document.getElementById('scorecardContainer');\r\n  \/\/ Calculate overall average\r\n  let overallTotal = 0;\r\n  let overallCount = 0;\r\n  for (const pillar in pillarScores) {\r\n  overallTotal += pillarScores[pillar].total;\r\n  overallCount += pillarScores[pillar].count;\r\n  }\r\n  const overallAverage = overallCount > 0 ? overallTotal \/ overallCount : 0;\r\n  const overallMaturity = getMaturityLevel(overallAverage);\r\n  \/\/ Create scorecard HTML\r\n  let scorecardHTML = `\r\n  <div class=\"scorecard\">\r\n    <table>\r\n      <thead>\r\n        <tr>\r\n          <th>Pillar<\/th>\r\n          <th>Maturity Level<\/th>\r\n        <\/tr>\r\n      <\/thead>\r\n      <tbody>`;\r\n        \r\n        for (const pillar in pillarScores) {\r\n        scorecardHTML += `\r\n        <tr>\r\n          <td>${pillar}<\/td>\r\n          <td>${getMaturityLevel(pillarScores[pillar].average)}<\/td>\r\n        <\/tr>`;\r\n        }\r\n        \r\n        scorecardHTML += `\r\n        <tr class=\"overall-score\">\r\n          <td><strong>Overall Average<\/strong><\/td>\r\n          <td><strong>${overallMaturity}<\/strong><\/td>\r\n        <\/tr>\r\n      <\/tbody>\r\n    <\/table>\r\n  <\/div>`;\r\n  \r\n  scorecardContainer.innerHTML = scorecardHTML;\r\n  \/\/ Set result text based on overall score\r\n  let resultTitleValue = \"\";\r\n  let resultHeadingValue = \"\";\r\n  let resultDescriptionValue = \"\";\r\n  if (overallAverage >= 3) {\r\n  resultTitleValue = \"Advanced AI Maturity\";\r\n  resultHeadingValue = \"You\u2019ve completed your AI Readiness Assessment!\";\r\n  resultDescriptionValue = `<strong>You're well-positioned to leverage AI for strategic advantage.<\/strong> Your responses indicate strong capabilities across all key pillars of AI readiness. Focus on scaling successful implementations, continuous improvement, and maintaining ethical standards as you expand AI adoption.<br><br>\r\n  Here's how we can support you:<br>\r\n  <ul>\r\n    <li>Optimize and scale existing AI implementations<\/li>\r\n    <li>Develop advanced AI solutions for competitive advantage<\/li>\r\n    <li>Enhance monitoring and governance frameworks<\/li>\r\n  <\/ul>`;\r\n  } else if (overallAverage >= 2) {\r\n  resultTitleValue = \"Developing AI Maturity\";\r\n  resultHeadingValue = \"You\u2019ve completed your AI Readiness Assessment!\";\r\n  resultDescriptionValue = `<strong>You have solid foundations but opportunities for improvement.<\/strong> Your responses show meaningful progress in some areas while others may need more attention. A targeted approach can help you advance to the next level of AI maturity.<br><br>\r\n  Here's how we can support you:<br>\r\n  <ul>\r\n    <li>Strengthen weaker pillars through targeted initiatives<\/li>\r\n    <li>Develop a roadmap for advancing AI capabilities<\/li>\r\n    <li>Implement best practices from more mature areas<\/li>\r\n  <\/ul>`;\r\n  } else {\r\n  resultTitleValue = \"Early Stage AI Maturity\";\r\n  resultHeadingValue = \"You\u2019ve completed your AI Readiness Assessment!\";\r\n  resultDescriptionValue = `<strong>You have opportunities to build foundational capabilities.<\/strong> Your responses indicate that AI adoption is still in early phases. Focus on establishing strong foundations in strategy, data, and governance before scaling implementations.<br><br>\r\n  Here's how we can support you:<br>\r\n  <ul>\r\n    <li>Develop an AI strategy aligned with business goals<\/li>\r\n    <li>Improve data quality and infrastructure<\/li>\r\n    <li>Build internal AI capabilities through training<\/li>\r\n  <\/ul>`;\r\n  }\r\n  resultTitle.textContent = resultTitleValue;\r\n  resultHeading.textContent = resultHeadingValue;\r\n  \/\/resultDescription.innerHTML = resultDescriptionValue;\r\n  document.getElementById('resultPopup').style.display = 'flex';\r\n  \/\/ Prepare the questions and answers text for form submission\r\n  const answersText = answersData.map((item, idx) =>\r\n  `${idx + 1}. ${item.question}\\nAnswer: ${item.answer} (Score: ${item.points})`).join('\\n\\n');\r\n  \r\n  const formValue =\r\n  `${resultTitleValue}\\n${resultHeadingValue}\\n${resultDescriptionValue}`;\r\n  \/\/ Set the value in the wpforms input if it exists\r\n  const wpInput = document.getElementById('wpforms-140578-field_7');\r\n  const wpQuestionInput = document.getElementById('wpforms-140578-field_8');\r\n  if (wpInput && wpQuestionInput) {\r\n  wpInput.value = formValue;\r\n  wpQuestionInput.value = answersText;\r\n  } else {\r\n  console.warn(\"WPForms input not found. Ensure the ID is correct.\");\r\n  }\r\n  \/\/ Log the results to console\r\n  console.log(\"Pillar Scores:\", pillarScores);\r\n  console.log(\"Overall Average:\", overallAverage);\r\n  console.log(\"Result Title:\", resultTitleValue);\r\n  console.log(\"Result Heading:\", resultHeadingValue);\r\n  console.log(\"Result Description:\", resultDescriptionValue);\r\n  }\r\n  function updateProgressBar() {\r\n  const progressBar = document.getElementById('progressBar');\r\n  const progress = ((currentQuestionIndex + 1) \/ questions.length) * 100;\r\n  progressBar.style.width = `${progress}%`;\r\n  }\r\n  function resetData() {\r\n  currentQuestionIndex = 0;\r\n  totalScore = 0;\r\n  selectedAnswers.length = 0;\r\n  answersData.length = 0;\r\n  \r\n  \/\/ Reset pillar scores\r\n  for (const pillar in pillarScores) {\r\n  pillarScores[pillar].total = 0;\r\n  pillarScores[pillar].count = 0;\r\n  pillarScores[pillar].average = 0;\r\n  }\r\n  \r\n  document.getElementById('question-container').innerHTML = '';\r\n  document.getElementById('backBtn').disabled = true;\r\n  updateProgressBar();\r\n  document.getElementById('stepImages').src = '\/wp-content\/themes\/astra-child\/assets\/images\/ai-analysis\/1.png';\r\n  currentImageIndex = 1;\r\n  \/\/ Reset the pillar title\r\n  document.getElementById('pillarTitle').textContent = 'AI Readiness Assessment';\r\n  }\r\n  \/\/ Close popup when clicking outside of it\r\n  window.onclick = function (event) {\r\n  const popup = document.getElementById('popup');\r\n  const resultPopup = document.getElementById('resultPopup');\r\n  if (event.target === popup) {\r\n  popup.style.display = 'none';\r\n  document.body.classList.remove('bodypopup-open');\r\n  resetData();\r\n  } else if (event.target === resultPopup) {\r\n  resultPopup.style.display = 'none';\r\n  document.body.classList.remove('bodypopup-open');\r\n  resetData();\r\n  }\r\n  };\r\n  \/\/ Close popup on pressing the Esc key\r\n  window.onkeydown = function (event) {\r\n  if (event.key === 'Escape') {\r\n  const popup = document.getElementById('popup');\r\n  const resultPopup = document.getElementById('resultPopup');\r\n  if (popup.style.display === 'flex') {\r\n  popup.style.display = 'none';\r\n  document.body.classList.remove('bodypopup-open');\r\n  resetData();\r\n  }\r\n  if (resultPopup.style.display === 'flex') {\r\n  resultPopup.style.display = 'none';\r\n  document.body.classList.remove('bodypopup-open');\r\n  resetData();\r\n  }\r\n  }\r\n  };\r\n  <\/script>\r\n  <style>\r\n  \/* Add these styles for the scorecard *\/\r\n  .scorecard-container {\r\n  margin: 20px 0;\r\n  }\r\n  \r\n  .scorecard table {\r\n  width: 100%;\r\n  border-collapse: collapse;\r\n  margin-bottom: 20px;\r\n  }\r\n  \r\n  .scorecard th, .scorecard td {\r\n  padding: 6px 10px;\r\n  text-align: left;\r\n  border-bottom: 1px solid #ddd;\r\n  }\r\n  \r\n  .scorecard th {\r\n  background-color: #f5f5f5;\r\n  font-weight: bold;\r\n  }\r\n  \r\n  .scorecard tr.overall-score {\r\n  font-weight: bold;\r\n  background-color: #f9f9f9;\r\n  }\r\n  \r\n  .scorecard tr:hover {\r\n  background-color: #f5f5f5;\r\n  }\r\n  body.bodypopup-open{\r\n  overflow-y: hidden;\r\n  }\r\n  <\/style>\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-6116c9a e-flex e-con-boxed e-con e-parent\" data-id=\"6116c9a\" data-element_type=\"container\" data-e-type=\"container\" id=\"08\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-403d1bb location-heading elementor-widget elementor-widget-heading\" data-id=\"403d1bb\" 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-0b8e46a elementor-widget elementor-widget-shortcode\" data-id=\"0b8e46a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-shortcode\">\n    <div class=\"insights-section\">\n        <div class=\"swiper-outer-container casestudiesbox\">\n            <div class=\"swiper casestudiesbox-wrapper\">\n                <div class=\"swiper-wrapper\">\n\n                            <div class=\"swiper-slide\">\n            <div class=\"sa_hover_container\">\n                <div class=\"column\">\n                    <img decoding=\"async\" src=\"https:\/\/10pearls.com\/uk\/wp-content\/uploads\/2026\/08\/OpenAI-and-Hugging-Face-Featured-1024x1024.webp\"\n                         class=\"front\"\n                         alt=\"Enterprise AI Agent Security: Lessons from the OpenAI Incident\">\n                    <div class=\"text-wrap\">\n                        <div>\n                            <p class=\"h3\">AI\/ML<\/p>\n                            <hr>\n                            <p class=\"h5\">Enterprise AI Agent Security: Lessons from the OpenAI Incident<\/p>\n                            <p class=\"p\">The recent OpenAI testing incident offers a timely reminder that AI agent security needs to go beyond the model itself. Learn how enterprises can prepare for increasingly autonomous AI through least-privilege access, runtime monitoring, sandboxing,...<\/p>\n                        <\/div>\n                        <div class=\"self-align-end d-flex justify-content-end\">\n                            <a class=\"readmore-anchor\"\n                               href=\"https:\/\/10pearls.com\/uk\/blog\/enterprise-ai-agent-security-lessons\/\"\n                               target=\"_blank\">Read More<\/a>\n                        <\/div>\n                    <\/div>\n                <\/div>\n            <\/div>\n        <\/div>\n                <div class=\"swiper-slide\">\n            <div class=\"sa_hover_container\">\n                <div class=\"column\">\n                    <img decoding=\"async\" src=\"https:\/\/10pearls.com\/uk\/wp-content\/uploads\/2026\/08\/Top-Offshore-Software-Development-Main-thumbnail-1024x1024.webp\"\n                         class=\"front\"\n                         alt=\"Top 10 offshore software development companies (2026)\">\n                    <div class=\"text-wrap\">\n                        <div>\n                            <p class=\"h3\">AI\/ML<\/p>\n                            <hr>\n                            <p class=\"h5\">Top 10 offshore software development companies (2026)<\/p>\n                            <p class=\"p\">In a recent Mauloa podcast, 10Pearls CEO Imran Aftab shares practical lessons on AI-native transformation, leadership, engineering excellence, and building businesses that create lasting value.<\/p>\n                        <\/div>\n                        <div class=\"self-align-end d-flex justify-content-end\">\n                            <a class=\"readmore-anchor\"\n                               href=\"https:\/\/10pearls.com\/uk\/blog\/offshore-software-development-companies\/\"\n                               target=\"_blank\">Read More<\/a>\n                        <\/div>\n                    <\/div>\n                <\/div>\n            <\/div>\n        <\/div>\n                <div class=\"swiper-slide\">\n            <div class=\"sa_hover_container\">\n                <div class=\"column\">\n                    <img decoding=\"async\" src=\"https:\/\/10pearls.com\/uk\/wp-content\/uploads\/2026\/08\/ai-code-security-gap-thumbnail.webp\"\n                         class=\"front\"\n                         alt=\"AI Code Security: Who\u2019s Testing AI-Generated Code?\">\n                    <div class=\"text-wrap\">\n                        <div>\n                            <p class=\"h3\">AI\/ML<\/p>\n                            <hr>\n                            <p class=\"h5\">AI Code Security: Who\u2019s Testing AI-Generated Code?<\/p>\n                            <p class=\"p\">This article compares the top 10 custom software development companies for 2026. The rankings are based on the average review rating on Clutch<\/p>\n                        <\/div>\n                        <div class=\"self-align-end d-flex justify-content-end\">\n                            <a class=\"readmore-anchor\"\n                               href=\"https:\/\/10pearls.com\/uk\/blog\/ai-code-security-testing-ai-generated-code\/\"\n                               target=\"_blank\">Read More<\/a>\n                        <\/div>\n                    <\/div>\n                <\/div>\n            <\/div>\n        <\/div>\n                <div class=\"swiper-slide\">\n            <div class=\"sa_hover_container\">\n                <div class=\"column\">\n                    <img decoding=\"async\" src=\"https:\/\/10pearls.com\/uk\/wp-content\/uploads\/2026\/07\/nevigating-ai-shift-blog-featured-1024x1024.webp\"\n                         class=\"front\"\n                         alt=\"Navigating the AI Shift: Lessons from Imran Aftab\">\n                    <div class=\"text-wrap\">\n                        <div>\n                            <p class=\"h3\">AI\/ML<\/p>\n                            <hr>\n                            <p class=\"h5\">Navigating the AI Shift: Lessons from Imran Aftab<\/p>\n                            <p class=\"p\">In a recent Mauloa podcast, 10Pearls CEO Imran Aftab shares practical lessons on AI-native transformation, leadership, engineering excellence, and building businesses that create lasting value.<\/p>\n                        <\/div>\n                        <div class=\"self-align-end d-flex justify-content-end\">\n                            <a class=\"readmore-anchor\"\n                               href=\"https:\/\/10pearls.com\/uk\/blog\/navigating-ai-transformation\/\"\n                               target=\"_blank\">Read More<\/a>\n                        <\/div>\n                    <\/div>\n                <\/div>\n            <\/div>\n        <\/div>\n                <div class=\"swiper-slide\">\n            <div class=\"sa_hover_container\">\n                <div class=\"column\">\n                    <img decoding=\"async\" src=\"https:\/\/10pearls.com\/uk\/wp-content\/uploads\/2026\/07\/last-social-mile-blog-featured-1024x1024.webp\"\n                         class=\"front\"\n                         alt=\"How AI Is Reaching the Charity Sector\">\n                    <div class=\"text-wrap\">\n                        <div>\n                            <p class=\"h3\">AI\/ML<\/p>\n                            <hr>\n                            <p class=\"h5\">How AI Is Reaching the Charity Sector<\/p>\n                            <p class=\"p\">AI is reshaping how charities work and how people donate. The real opportunity lies less in new tools than in getting the technological foundations right.<\/p>\n                        <\/div>\n                        <div class=\"self-align-end d-flex justify-content-end\">\n                            <a class=\"readmore-anchor\"\n                               href=\"https:\/\/10pearls.com\/uk\/blog\/the-last-social-mile\/\"\n                               target=\"_blank\">Read More<\/a>\n                        <\/div>\n                    <\/div>\n                <\/div>\n            <\/div>\n        <\/div>\n                <div class=\"swiper-slide\">\n            <div class=\"sa_hover_container\">\n                <div class=\"column\">\n                    <img decoding=\"async\" src=\"https:\/\/10pearls.com\/uk\/wp-content\/uploads\/2026\/07\/ai-software-testing-companies-blog-thumb-1024x1024.webp\"\n                         class=\"front\"\n                         alt=\"Top AI-Powered Software Testing Companies\">\n                    <div class=\"text-wrap\">\n                        <div>\n                            <p class=\"h3\">AI\/ML<\/p>\n                            <hr>\n                            <p class=\"h5\">Top AI-Powered Software Testing Companies<\/p>\n                            <p class=\"p\">Compare the top AI-powered software testing services and learn how automation, self-healing tests, and AI-augmented QA de-risk enterprise releases.<\/p>\n                        <\/div>\n                        <div class=\"self-align-end d-flex justify-content-end\">\n                            <a class=\"readmore-anchor\"\n                               href=\"https:\/\/10pearls.com\/uk\/blog\/top-software-testing-companies\/\"\n                               target=\"_blank\">Read More<\/a>\n                        <\/div>\n                    <\/div>\n                <\/div>\n            <\/div>\n        <\/div>\n        \n                <\/div>\n\n                <div 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elementor-top-section elementor-element elementor-element-3e4ac7c faq elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3e4ac7c\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-29803e6\" data-id=\"29803e6\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-41ab98a elementor-widget elementor-widget-heading\" data-id=\"41ab98a\" 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 about AI development services with 10Pearls<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d277c39 elementor-widget-mobile__width-initial elementor-widget elementor-widget-n-accordion\" data-id=\"d277c39\" 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=\"item-1\" 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=\"item-1\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> How long does AI development typically take? <\/div><\/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=\"item-1\" class=\"elementor-element elementor-element-2093071 e-con-full e-flex e-con e-child\" data-id=\"2093071\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-73f7643 elementor-widget elementor-widget-text-editor\" data-id=\"73f7643\" 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>It depends upon AI requirements, model choice, system complexity, regulatory dimensions, and development approach of the AI development services company. We leverage agile processes and rapid prototyping to expedite development.<\/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-2201\" 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-2201\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> Do you provide post-deployment monitoring and updates? <\/div><\/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-2201\" class=\"elementor-element elementor-element-ae8fc0b e-con-full e-flex e-con e-child\" data-id=\"ae8fc0b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-bfdf9cf elementor-widget elementor-widget-text-editor\" data-id=\"bfdf9cf\" 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, if it\u2019s agreed upon in the support contract. The cadence of monitoring (24&#215;7 or weekly\/monthly) and updates (real-time, monthly, ad hoc, etc.) depends upon various business and system-related factors.<\/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-2202\" 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-2202\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> Can you integrate AI into complex enterprise environments? <\/div><\/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-2202\" class=\"elementor-element elementor-element-ec460f4 e-con-full e-flex e-con e-child\" data-id=\"ec460f4\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e7ba509 elementor-widget elementor-widget-text-editor\" data-id=\"e7ba509\" 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 extensive development experience and an understanding of business rules, industry regulations, legacy systems, and siloed operations allow us to develop an optimal integration approach for each AI system and client.<\/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-2203\" 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-2203\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> How do you ensure data security? <\/div><\/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-2203\" class=\"elementor-element elementor-element-9b94c4b e-con-full e-flex e-con e-child\" data-id=\"9b94c4b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b6b54e4 elementor-widget elementor-widget-text-editor\" data-id=\"b6b54e4\" 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>As an ISO 27001-certified firm, we have established procedures to embed conventional, industry, and AI-specific data security measures within system layers. We also add them to connectors, middleware, and APIs to expand the security posture to existing 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-2204\" 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-2204\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> What\u2019s your process for validating AI model accuracy <\/div><\/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-2204\" class=\"elementor-element elementor-element-ec66d46 e-con-full e-flex e-con e-child\" data-id=\"ec66d46\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ae28b10 elementor-widget elementor-widget-text-editor\" data-id=\"ae28b10\" 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 process varies based on the model type, available data sets, model goals, and, in some cases, regulatory thresholds. We prepare an optimal dataset, select relevant metrics, and set realistic accuracy thresholds before validation.<\/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-2205\" 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-2205\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> What measures do you take to manage risk in AI development? <\/div><\/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-2205\" class=\"elementor-element elementor-element-c981b7b e-con-full e-flex e-con e-child\" data-id=\"c981b7b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8f178ce elementor-widget elementor-widget-text-editor\" data-id=\"8f178ce\" 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 all relevant risk dimensions across compliance, security, ethics, governance, operations, reputation, and market positioning. Then we establish hard constraints and broad guidelines for all development stages \u2013 from ideation to integration.<\/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-2206\" 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-2206\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> What if my organization isn\u2019t ready to scale AI yet? <\/div><\/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-2206\" class=\"elementor-element elementor-element-10cb659 e-con-full e-flex e-con e-child\" data-id=\"10cb659\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ad2ca76 elementor-widget elementor-widget-text-editor\" data-id=\"ad2ca76\" 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>You might consider an MVP or a targeted, small-scale AI integration with measurable outcomes to evaluate challenges, impact, and ROI. 10Pearls can help you evaluate scalability roadblocks, determine viability, and develop a maturity roadmap if needed.<\/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-2207\" 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-2207\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> What kind of teams will work on my project? <\/div><\/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-2207\" class=\"elementor-element elementor-element-047ad6e e-con-full e-flex e-con e-child\" data-id=\"047ad6e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-67365a1 elementor-widget elementor-widget-text-editor\" data-id=\"67365a1\" 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>Your AI project will be handled by cross-functional, culturally and operationally aligned, dedicated teams with all relevant AI and project management expertise. The team is carefully selected, and profiles of each member are shared with you.<\/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<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-2e1b49a elementor-section-content-middle elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"2e1b49a\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-0adb4b9\" data-id=\"0adb4b9\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-d044e9e elementor-widget__width-initial elementor-widget-mobile__width-initial elementor-widget elementor-widget-heading\" data-id=\"d044e9e\" 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-3f39390 elementor-widget__width-initial elementor-widget-mobile__width-initial ready-to-get-para elementor-widget elementor-widget-text-editor\" data-id=\"3f39390\" 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>Map out a clear path 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-1770a5a elementor-align-center elementor-tablet-align-center indigo-btn indigo-btn--ghost elementor-widget elementor-widget-button\" data-id=\"1770a5a\" 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'S 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<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>AI Development Services We build AI solutions aligned to your business goals, engineered for production, integration, and scalability in enterprise [&hellip;]<\/p>\n","protected":false},"author":76,"featured_media":185486,"parent":155347,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_angie_page":false,"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 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