{"id":118153,"date":"2025-01-09T09:41:00","date_gmt":"2025-01-09T09:41:00","guid":{"rendered":"https:\/\/clone4.10pearls.com\/?p=118153"},"modified":"2026-07-31T10:51:58","modified_gmt":"2026-07-31T10:51:58","slug":"choosing-the-right-llm-podcast","status":"publish","type":"post","link":"https:\/\/10pearls.com\/uk\/podcast\/choosing-the-right-llm-podcast\/","title":{"rendered":"How to choose the right LLM for your business"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"118153\" class=\"elementor elementor-118153\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-621ff02 elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"621ff02\" 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-5c8d605\" data-id=\"5c8d605\" 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-bdff1a6 location-heading elementor-hidden-desktop elementor-hidden-tablet elementor-hidden-mobile elementor-widget elementor-widget-heading\" data-id=\"bdff1a6\" 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\">Podcast: Choosing the Right LLM for Your Business - 10Pearls<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-71e36e9 elementor-hidden-mobile elementor-widget elementor-widget-image\" data-id=\"71e36e9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1814\" height=\"416\" src=\"https:\/\/10pearls.com\/uk\/wp-content\/uploads\/2025\/01\/llmpodcast-Web-Header-2.png\" class=\"attachment-full size-full wp-image-118772\" alt=\"\" srcset=\"https:\/\/10pearls.com\/uk\/wp-content\/uploads\/2025\/01\/llmpodcast-Web-Header-2.png 1814w, https:\/\/10pearls.com\/uk\/wp-content\/uploads\/2025\/01\/llmpodcast-Web-Header-2-300x69.png 300w, https:\/\/10pearls.com\/uk\/wp-content\/uploads\/2025\/01\/llmpodcast-Web-Header-2-1024x235.png 1024w, https:\/\/10pearls.com\/uk\/wp-content\/uploads\/2025\/01\/llmpodcast-Web-Header-2-768x176.png 768w, https:\/\/10pearls.com\/uk\/wp-content\/uploads\/2025\/01\/llmpodcast-Web-Header-2-1536x352.png 1536w\" sizes=\"auto, (max-width: 1814px) 100vw, 1814px\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4230f00 elementor-hidden-desktop elementor-hidden-tablet elementor-widget elementor-widget-image\" data-id=\"4230f00\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"640\" height=\"359\" src=\"https:\/\/10pearls.com\/uk\/wp-content\/uploads\/2025\/01\/podcast-LLM-Mobile-header.png\" class=\"attachment-full size-full wp-image-118481\" alt=\"\" srcset=\"https:\/\/10pearls.com\/uk\/wp-content\/uploads\/2025\/01\/podcast-LLM-Mobile-header.png 640w, https:\/\/10pearls.com\/uk\/wp-content\/uploads\/2025\/01\/podcast-LLM-Mobile-header-300x168.png 300w\" sizes=\"auto, (max-width: 640px) 100vw, 640px\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-db5746f elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"db5746f\" data-element_type=\"section\" data-e-type=\"section\">\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-3e2238c\" data-id=\"3e2238c\" 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-740909e elementor-position-left author-small elementor-vertical-align-top elementor-widget elementor-widget-image-box\" data-id=\"740909e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><figure class=\"elementor-image-box-img\"><img loading=\"lazy\" decoding=\"async\" width=\"81\" height=\"81\" src=\"https:\/\/10pearls.com\/uk\/wp-content\/uploads\/2024\/07\/10p-circle-logo.svg\" class=\"attachment-full size-full wp-image-93039\" alt=\"\" loading=\"lazy\" \/><\/figure><div class=\"elementor-image-box-content\"><h3 class=\"elementor-image-box-title\">By 10Pearls editorial team<\/h3><p class=\"elementor-image-box-description\">A global team of technologists, strategists, and creatives dedicated to delivering the forefront of innovation. Stay informed with our latest updates and trends in advanced technology, healthcare, fintech, and beyond. Discover insightful perspectives that shape the future of industries worldwide.<\/p><\/div><\/div>\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-a9a3112 elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"a9a3112\" data-element_type=\"section\" data-e-type=\"section\">\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-d890514\" data-id=\"d890514\" 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-5ccf89f location-heading elementor-widget elementor-widget-heading\" data-id=\"5ccf89f\" 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\">Podcast: Navigating the LLM Landscape and Choosing the Right Model<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1561432 elementor-widget elementor-widget-text-editor\" data-id=\"1561432\" 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>This podcast explores critical business considerations when opting for an open-source or proprietary large language model (LLM). Some key technical factors include performance speed and accuracy, as well as model capabilities, like size and context length.\u00a0\u00a0<\/p>\n\n<p>Additional factors such as usage rights, subscription costs, tokens, maintenance, and data privacy are also important. This discussion provides a detailed cost-benefit analysis of both open-source and proprietary LLMs. The choice ultimately hinges on weighing a number of factors, such as a business\u2019 unique requirements, risk aversion, budget, and other available resources.\u00a0<\/p>\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-e0beece elementor-section-full_width lower-content elementor-section-height-default elementor-section-height-default\" data-id=\"e0beece\" data-element_type=\"section\" data-e-type=\"section\">\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-6131a3f\" data-id=\"6131a3f\" 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<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-f26ba15 podcast-box elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"f26ba15\" data-element_type=\"section\" data-e-type=\"section\">\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-50 elementor-inner-column elementor-element elementor-element-f95d7aa podcast-col-left\" data-id=\"f95d7aa\" 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-804c3f6 elementor-widget elementor-widget-image\" data-id=\"804c3f6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"245\" height=\"246\" src=\"https:\/\/10pearls.com\/uk\/wp-content\/uploads\/2025\/01\/chossing-right-LLM-Podcast-Cover.png\" class=\"attachment-full size-full wp-image-118338\" alt=\"\" srcset=\"https:\/\/10pearls.com\/uk\/wp-content\/uploads\/2025\/01\/chossing-right-LLM-Podcast-Cover.png 245w, https:\/\/10pearls.com\/uk\/wp-content\/uploads\/2025\/01\/chossing-right-LLM-Podcast-Cover-150x150.png 150w\" sizes=\"auto, (max-width: 245px) 100vw, 245px\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\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<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-e787e4c\" data-id=\"e787e4c\" 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<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-e12caf6 elementor-section-content-middle elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"e12caf6\" data-element_type=\"section\" data-e-type=\"section\">\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-inner-column elementor-element elementor-element-42fc775\" data-id=\"42fc775\" 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-1f1c8d1 elementor-widget elementor-widget-heading\" data-id=\"1f1c8d1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<span class=\"elementor-heading-title elementor-size-default\"><span class=\"share-podcast-btn\" id=\"sharePodcastToggle\">\n   Share podcast\n   <img decoding=\"async\" src=\"\/wp-content\/uploads\/2024\/12\/share-icon.svg\" \/>\n <\/span><\/span>\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 class=\"elementor-element elementor-element-10b3c45 location-heading elementor-widget elementor-widget-heading\" data-id=\"10b3c45\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Choosing the Right LLM for \nYour Business<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7d4faa0 elementor-widget elementor-widget-html\" data-id=\"7d4faa0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t\t    <div class=\"tp_audio_player\">\r\n            <audio id=\"tpAudio\" preload=\"metadata\" src=\"https:\/\/10p-website-data.s3.us-east-1.amazonaws.com\/Choosing+The+Right+LLM_+Podcast+-+V4.mp3\"><\/audio>\r\n            <div class=\"tp_audio_player_top d-flex\">\r\n                <div id=\"tp_progressContainer\" class=\"tp_progress_container\">\r\n                   <div id=\"tp_progressBar\" class=\"tp_progress_bar\"><\/div>\r\n                <\/div>\r\n                <div class=\"tp_audio_time\">\r\n                    <span id=\"tp_audioCurrentTime\">00:00<\/span> \/ <span id=\"tp_audioDuration\">00:00<\/span>\r\n                <\/div>\r\n            <\/div>\r\n            <div class=\"tp_audio_player_bottom d-flex\">\r\n                <div class=\"tp_play_buttons\">\r\n                    <i class=\"fas fa-step-backward\"><\/i>\r\n                    <button id=\"tp_playPauseBtn\" class=\"tp_play_pause_btn\">\r\n                        <i class=\"fas fa-play tp_audio-play\"><\/i>\r\n                    <\/button>\r\n                    <i class=\"fas fa-step-forward\"><\/i>\r\n                <\/div>\r\n                <div class=\"tp_vol_control_div\">\r\n                    <!-- i class=\"fas fa-volume-up\"><\/i -->\r\n                    <div 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data-e-type=\"section\">\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-inner-column elementor-element elementor-element-3ff5e8b\" data-id=\"3ff5e8b\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\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-ffb3fdd location-heading elementor-widget elementor-widget-heading\" data-id=\"ffb3fdd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\"><b>Disclaimer:<\/b>\n<br \/>This podcast has been AI-generated based on content from our blog. While we strive for accuracy, the information presented is intended for informational purposes only and may not fully capture the nuances of the original blog post. Please refer to the written content for the most accurate and comprehensive details.<\/div>\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 class=\"elementor-element elementor-element-c5e545e key-top-heading elementor-widget elementor-widget-heading\" data-id=\"c5e545e\" 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\">Key considerations for LLM selection<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f36993b elementor-widget elementor-widget-text-editor\" data-id=\"f36993b\" 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>In this podcast, 10Pearls has highlighted the following key factors to consider when choosing an LLM:<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7643f3c detail-content elementor-widget elementor-widget-text-editor\" data-id=\"7643f3c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<h2 class=\"mb-0\"><b>Performance<\/b><\/h2>\n<p class=\"mb-4\">Performance can be gauged broadly in two categories: speed and precision.<\/p>\n<ul class=\"list-spacing\">\n\t<li><b>Inference speed<\/b><br \/>\nSpeed determines how quickly an LLM processes information and provides an output. This is especially important for chatbots, where immediate turnaround is expected.<\/li>\n\t<li><b>Precision<\/b><br \/>\nWhile speed is one of the most important aspects of an LLM, precision is equally important. There\u2019s no use in getting quick responses if they\u2019re factually incorrect.<\/li>\n<\/ul>\n<h2 class=\"mb-0 mt-4\"><b>Model dimensions<\/b><\/h2>\n<p>Model dimension can be explained as a model\u2019s brain power and memory, which can be gauged by a model\u2019s size and context length. speed and precision.<\/p>\n<ul class=\"list-spacing\">\n\t<li><b>Context length <\/b><br \/>\nContext length can be defined as a model\u2019s short-term memory. It defines how much a model can retain and reference information. Larger context length requires a model to \u201cremember\u201d and have contextually relevant conversations.<\/li>\n\t<li><b>Model size<\/b><br \/>\nThis can be measured in billions of parameters and is a generic indicator of a model\u2019s complexity and capability. Larger models tend to be more sophisticated, with the ability to process billions of data points within training a model.<\/li>\n<\/ul>\n<h2 class=\"mb-0 mt-4\"><b>Usage rights <\/b><\/h2>\n<p>These are the licensing terms and restrictions for using and modifying a model. Proprietary LLMs provide robust infrastructure and restrictive terms of service, with less flexibility for customization. In contrast, open-source models offer greater flexibility and added maintenance and security responsibilities.<\/p>\n<h2 class=\"mb-0 mt-4\"><b>Cost <\/b><\/h2>\n<p>Cost encompasses both the upfront and ongoing expenses associated with an LLM. Businesses should evaluate these costs in the context of their budget and long-term scalability requirements.<\/p>\n<ul class=\"list-spacing\">\n\t<li><b>Direct costs <\/b><br \/>\nSubscription fees or usage-based pricing for paid models are direct costs. While the cost per token starts at an affordable rate, it can add up quickly with higher volumes of tokens used.<\/li>\n\t<li><b>Indirect costs <\/b><br \/>\nWhile an open-source model does not have a subscription fee, other indirect costs, such as infrastructure, customization, and maintenance expenses, must be considered.<\/li>\n<\/ul>\n<h2 class=\"mb-0 mt-4\"><b>Scalability <\/b><\/h2>\n<p>This comes down to an LLM\u2019s ability to handle an increasing user load and demand. While open-source models can be customized to offer tailored solutions for your business, paid models often offer better scalability due to cloud infrastructure.<\/p>\n<h2 class=\"mb-0 mt-4\"><b>Data privacy <\/b><\/h2>\n<p>While open-source models are bound by legalities related to data privacy, they will have access to your data. While developing a personalized open-source model allows hosting it on private servers for greater data control, it requires a robust infrastructure and could be costly.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-47854ce elementor-section-full_width key-stepss elementor-section-height-default elementor-section-height-default\" data-id=\"47854ce\" data-element_type=\"section\" data-e-type=\"section\">\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-inner-column elementor-element elementor-element-afdfa5c\" data-id=\"afdfa5c\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\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-e915e11  costing-box fi-box elementor-widget elementor-widget-text-editor\" data-id=\"e915e11\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<h5><b>Key takeaways:<\/b><\/h5><ul><li><b>Performance<\/b>: Balance speed (fast outputs) and precision (accuracy).<\/li><li><b>Model dimensions<\/b>: Larger models handle more data, context length enables better memory.<\/li><li><b>Usage rights<\/b>: Proprietary models offer reliability, open-source allow customization but need maintenance.<\/li><li><b>Costs: <\/b> Proprietary models have subscription fees, open-source requires infrastructure investment.<\/li><li><b>Scalability: <\/b>Proprietary models scale easily, open-source needs customization for growth.<\/li><li><b>Data privacy: <\/b>Open-source enables private hosting, proprietary models manage data differently.<\/li><li><b>Business fit:<\/b> Choose based on needs, budget, and risk tolerance.<\/li><\/ul>\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 class=\"elementor-element elementor-element-47cb892 elementor-widget elementor-widget-button\" data-id=\"47cb892\" 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=\"\/blog\/find-the-right-llm-for-your-business\/\" 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\">Read the full article<\/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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-d532c7f elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"d532c7f\" 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-0ce871d\" data-id=\"0ce871d\" 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-a049b8f elementor-widget elementor-widget-heading\" data-id=\"a049b8f\" 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\">Related articles<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-1558737 elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"1558737\" data-element_type=\"section\" data-e-type=\"section\">\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-inner-column elementor-element elementor-element-15bd1d4\" data-id=\"15bd1d4\" 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-7bbde0f elementor-widget elementor-widget-shortcode\" data-id=\"7bbde0f\" 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\/09\/oracle-agentic-ai-thumbnail.webp\"\n                         class=\"front\"\n                         alt=\"Oracle Agentic AI: Inside Integration Cloud 26.04\">\n                    <div class=\"text-wrap\">\n                        <div>\n                            <p class=\"h3\">AI\/ML<\/p>\n                            <hr>\n                            <p class=\"h5\">Oracle Agentic AI: Inside Integration Cloud 26.04<\/p>\n                            <p class=\"p\">The OIC 26.04 release marks the evolution of Oracle agentic AI, turning OIC into an agent orchestration layer and moving governance into the integration layer.<\/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\/oracle-agentic-ai\/\"\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\/09\/banking-as-a-service-thumbnail.webp\"\n                         class=\"front\"\n                         alt=\"Build and Scale Production ML Pipelines with Databricks MLflow\">\n                    <div class=\"text-wrap\">\n                        <div>\n                            <p class=\"h3\">AI\/ML<\/p>\n                            <hr>\n                            <p class=\"h5\">Build and Scale Production ML Pipelines with Databricks MLflow<\/p>\n                            <p class=\"p\">Building ML pipelines with MLFlow in Databricks can give enterprises already invested in the platform a more governed, repeatable path across the ML lifecycle.<\/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\/build-ml-pipelines-with-databricks-mlflow\/\"\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\/09\/Main-Blog-Thumbnail-2_1-1-1024x1024.webp\"\n                         class=\"front\"\n                         alt=\"Shadow AI detection and prevention in enterprises\">\n                    <div class=\"text-wrap\">\n                        <div>\n                            <p class=\"h3\">AI\/ML<\/p>\n                            <hr>\n                            <p class=\"h5\">Shadow AI detection and prevention in enterprises<\/p>\n                            <p class=\"p\">Turn agentic AI from an experimental concept into a production-ready capability with guidance on architecture, development, evaluation, deployment, observability, and governance.<\/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\/shadow-ai-in-enterprises\/\"\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\/09\/AI-vs-Machine-learning-Featured-1024x1024.webp\"\n                         class=\"front\"\n                         alt=\"AI vs ML vs Deep Learning an Enterprise Guide\">\n                    <div class=\"text-wrap\">\n                        <div>\n                            <p class=\"h3\">AI\/ML<\/p>\n                            <hr>\n                            <p class=\"h5\">AI vs ML vs Deep Learning an Enterprise Guide<\/p>\n                            <p class=\"p\">From automation to predictive analytics, AI, ML, and deep learning serve different purposes. Understand the differences and choose the right technology for your enterprise goals.<\/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-vs-ml-vs-deep-learning\/\"\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\/Measuring-AI-Investments-ROI-Featured-1024x1024.webp\"\n                         class=\"front\"\n                         alt=\"Measuring AI Investments\u2019 ROI | Framework for Enterprise Leaders\">\n                    <div class=\"text-wrap\">\n                        <div>\n                            <p class=\"h3\">AI\/ML<\/p>\n                            <hr>\n                            <p class=\"h5\">Measuring AI Investments\u2019 ROI | Framework for Enterprise Leaders<\/p>\n                            <p class=\"p\">Learn how to measure AI ROI with a practical framework covering cost savings, revenue growth, risk reduction, productivity, strategic value, and enterprise AI metrics.<\/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\/how-to-measure-ai-roi-enterprise-framework\/\"\n                               target=\"_blank\">Read More<\/a>\n                        <\/div>\n                    <\/div>\n                <\/div>\n            <\/div>\n        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class=\"self-align-end d-flex justify-content-end\">\n                            <a class=\"readmore-anchor\"\n                               href=\"https:\/\/10pearls.com\/uk\/blog\/agentic-ai-implementation\/\"\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\/Agentic-Ai-Blog-Featured-1024x1024.webp\"\n                         class=\"front\"\n                         alt=\"What Is Agentic AI?\">\n                    <div class=\"text-wrap\">\n                        <div>\n                            <p class=\"h3\">AI\/ML<\/p>\n                            <hr>\n                            <p class=\"h5\">What Is Agentic AI?<\/p>\n                            <p class=\"p\">Take agentic AI from promising idea to production-ready capability with a practical framework for building reliable agents, managing risk, and delivering measurable business 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\/what-is-agentic-ai\/\"\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\/Building-an-AI-Integration-Strategy-Blog-Thumbnail-1024x1024.webp\"\n                         class=\"front\"\n                         alt=\"Building an AI Integration Strategy\">\n                    <div class=\"text-wrap\">\n                        <div>\n                            <p class=\"h3\">AI\/ML<\/p>\n                            <hr>\n                            <p class=\"h5\">Building an AI Integration Strategy<\/p>\n                            <p class=\"p\">Learn a practical 9-step AI integration framework to define outcomes, overcome organizational barriers, measure ROI, and build AI solutions that scale beyond pilots.<\/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-integration-strategy-enterprise-framework\/\"\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-Agent-Authorization-Featured-1024x1024.webp\"\n                         class=\"front\"\n                         alt=\"AI Agent Authorization: Governing Autonomous AI\">\n                    <div class=\"text-wrap\">\n                        <div>\n                            <p class=\"h3\">AI\/ML<\/p>\n                            <hr>\n                            <p class=\"h5\">AI Agent Authorization: Governing Autonomous AI<\/p>\n                            <p class=\"p\">As AI agents are granted more autonomy across enterprise systems, organizations need to define what agents can access and what they are authorized to do, by establishing clear boundaries, ownership, and accountability.<\/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-agent-authorization\/\"\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-in-Telecom-Featured-1024x1024.webp\"\n                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