{"id":135678,"date":"2025-05-14T14:42:25","date_gmt":"2025-05-14T14:42:25","guid":{"rendered":"https:\/\/clone4.10pearls.com\/?p=135678"},"modified":"2026-07-30T11:44:27","modified_gmt":"2026-07-30T11:44:27","slug":"comparing-agentic-ai-frameworks-key-features-and-benefits","status":"publish","type":"post","link":"https:\/\/10pearls.com\/uk\/blog\/comparing-agentic-ai-frameworks-key-features-and-benefits\/","title":{"rendered":"Choosing the right agentic AI framework: Key features and benefits compared"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"135678\" class=\"elementor elementor-135678\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6028620 e-con-full e-flex e-con e-child\" data-id=\"6028620\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-922f729 elementor-hidden-mobile elementor-widget elementor-widget-image\" data-id=\"922f729\" 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=\"1210\" height=\"277\" src=\"https:\/\/10pearls.com\/uk\/wp-content\/uploads\/2025\/05\/Comparing-Agentic-AI-Frameworks-Key-Features-Benefits.webp\" class=\"attachment-full size-full wp-image-133513\" alt=\"\" srcset=\"https:\/\/10pearls.com\/uk\/wp-content\/uploads\/2025\/05\/Comparing-Agentic-AI-Frameworks-Key-Features-Benefits.webp 1210w, https:\/\/10pearls.com\/uk\/wp-content\/uploads\/2025\/05\/Comparing-Agentic-AI-Frameworks-Key-Features-Benefits-300x69.webp 300w, https:\/\/10pearls.com\/uk\/wp-content\/uploads\/2025\/05\/Comparing-Agentic-AI-Frameworks-Key-Features-Benefits-1024x234.webp 1024w, https:\/\/10pearls.com\/uk\/wp-content\/uploads\/2025\/05\/Comparing-Agentic-AI-Frameworks-Key-Features-Benefits-768x176.webp 768w\" sizes=\"auto, (max-width: 1210px) 100vw, 1210px\" 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-d601364 elementor-hidden-desktop elementor-hidden-tablet elementor-widget elementor-widget-image\" data-id=\"d601364\" 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=\"320\" height=\"180\" src=\"https:\/\/10pearls.com\/uk\/wp-content\/uploads\/2025\/05\/Comparing-Agentic-AI-Frameworks_-Key-Features-Benefits.jpg\" class=\"attachment-full size-full wp-image-133524\" alt=\"\" srcset=\"https:\/\/10pearls.com\/uk\/wp-content\/uploads\/2025\/05\/Comparing-Agentic-AI-Frameworks_-Key-Features-Benefits.jpg 320w, https:\/\/10pearls.com\/uk\/wp-content\/uploads\/2025\/05\/Comparing-Agentic-AI-Frameworks_-Key-Features-Benefits-300x169.jpg 300w\" sizes=\"auto, (max-width: 320px) 100vw, 320px\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-44c265c e-con-full e-flex e-con e-parent\" data-id=\"44c265c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-5b4e76d e-con-full e-flex e-con e-child\" data-id=\"5b4e76d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a640a97 elementor-position-left author-small elementor-vertical-align-middle elementor-widget elementor-widget-image-box\" data-id=\"a640a97\" 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\/2025\/04\/10p-circle-logo.svg\" class=\"attachment-full size-full wp-image-128512\" alt=\"10p-circle-logo\" loading=\"lazy\" \/><\/figure><div class=\"elementor-image-box-content\"><p class=\"elementor-image-box-title\">By 10Pearls editorial team<\/p><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<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-32904ed e-con-full e-flex e-con e-parent\" data-id=\"32904ed\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-ba1030e e-con-full e-flex e-con e-child\" data-id=\"ba1030e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-880f3a0 location-heading elementor-widget elementor-widget-heading\" data-id=\"880f3a0\" 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\">Comparing Agentic AI Frameworks:<br>Key Features &amp; Benefits<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-56d216c elementor-widget elementor-widget-text-editor\" data-id=\"56d216c\" 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>Agentic AI is rapidly transforming how business workflows are automated and critical decisions are made. Unlike traditional automation, which is rule-based, agentic AI is dynamic. It leverages real-time feedback, reinforcement learning, and adaptive reasoning to improve itself with minimal human intervention. This shift has accelerated efficiency, allowing organizations to move beyond static automation into intelligent, context-aware decision-making.\u00a0\u00a0<\/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-a6f3a88 e-con-full e-flex e-con e-parent\" data-id=\"a6f3a88\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-b3bae14 e-con-full e-flex e-con e-child\" data-id=\"b3bae14\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3ed0405 blog-menu-hd elementor-widget elementor-widget-text-editor\" data-id=\"3ed0405\" 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 style=\"font-size: 26px;\"><b>Blog contents<\/b><\/p><ul id=\"homeAnchorMenu2\" class=\"blog-menu\" style=\"list-style-type: none;\"><li><a data-target=\"#01\">Best agentic AI framework \u2013 A detailed comparison<\/a><\/li><li><a data-target=\"#02\">How to choose the right agentic AI framework<\/a><\/li><li><a data-target=\"#03\">10Pearls as your AI implementation partner\u00a0<\/a><\/li><\/ul>\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-26a10c0 e-flex e-con-boxed e-con e-parent\" data-id=\"26a10c0\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-92ee3b5 e-con-full e-flex e-con e-child\" data-id=\"92ee3b5\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-58020bd elementor-widget elementor-widget-text-editor\" data-id=\"58020bd\" 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>At 10Pearls, our diverse teams of data scientists and AI specialists have helped enterprises\u00a0<span style=\"text-decoration: underline;\"><a style=\"color: #171616; font-weight: 100; text-decoration: underline 0.5px;\" href=\"\/casestudies\/\" target=\"_blank\" rel=\"noopener\">across industries<\/a><\/span>\u00a0reshape their workflows with AI and machine learning solutions. We combine cutting-edge technologies with strategic development to help businesses improve efficiency, enhance decision-making, and drive measurable business impact.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-621a531 location-heading elementor-widget elementor-widget-heading\" data-id=\"621a531\" 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\">Best agentic AI framework \u2013 A detailed comparison <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1d8f084 elementor-widget elementor-widget-text-editor\" data-id=\"1d8f084\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>An agentic AI framework is not just used to automate tasks; it is designed to adapt, learn, and make intelligent decisions that enable your system to navigate complex tasks autonomously.\u00a0The challenge lies in identifying a framework that aligns with your specific business goals, data infrastructure, and operational needs. Some frameworks prioritize flexibility and adaptability, while others focus on speed and resource optimization.\u00a0<\/p><p>This guide provides a clear, expert-driven breakdown of how to evaluate and choose the right agentic AI framework that can help you gain a competitive edge by automating complex decision-making and delivering faster.\u00a0Our side-by-side comparison of best agentic AI frameworks will simplify the complexity of analyzing agentic AI tools, highlighting their strengths, weaknesses, and ideal use cases.\u00a0\u00a0<\/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-811f998 e-con-full e-flex e-con e-parent\" data-id=\"811f998\" data-element_type=\"container\" data-e-type=\"container\" id=\"01\">\n\t\t<div class=\"elementor-element elementor-element-ebb31c6 e-con-full e-flex e-con e-child\" data-id=\"ebb31c6\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d805296 location-heading elementor-widget elementor-widget-heading\" data-id=\"d805296\" 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\"> <span style=\"font-size:30px;font-weight: 600\">Best agentic AI framework \u2013 A detailed comparison\n<\/span><\/p>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-046ec26 elementor-widget elementor-widget-text-editor\" data-id=\"046ec26\" 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 style=\"overflow-x: auto;\"><table style=\"border-collapse: collapse; min-width: 800px;\"><tbody><tr class=\"trstyle\"><th style=\"padding: 10px; background-color: white; color: black;\"><img decoding=\"async\" style=\"margin-bottom: -8px !important;\" src=\"\/wp-content\/uploads\/2025\/05\/langgraph_1_5x.webp\" alt=\"LangGraph\" width=\"320\" height=\"81\" \/><br \/>LangGraph: The Flexibility Powerhouse<\/th><th style=\"padding: 10px; background-color: #d9d9d920; color: black;\"><img decoding=\"async\" src=\"\/wp-content\/uploads\/2025\/05\/pydanticai_1_5x.webp\" alt=\"Pydantic AI\" width=\"320\" height=\"81\" \/><br \/>Pydantic AI: Type-safe AI development<\/th><th style=\"padding: 10px; background-color: white; color: black;\"><img decoding=\"async\" src=\"\/wp-content\/uploads\/2025\/05\/crewai_1_5x.webp\" alt=\"Crew AI\" width=\"320\" height=\"81\" \/><br \/>Crew AI: Task-based simplicity<\/th><th style=\"padding: 10px; background-color: #d9d9d920; color: black;\"><img loading=\"lazy\" decoding=\"async\" src=\"\/wp-content\/uploads\/2025\/05\/autogen_1_5x.webp\" alt=\"AutoGen\" width=\"320\" height=\"81\" \/><br \/>AutoGen: Quick &amp; Microsoft-friendly<\/th><th style=\"padding: 10px; background-color: white; color: black;\"><img loading=\"lazy\" decoding=\"async\" src=\"\/wp-content\/uploads\/2025\/05\/smolagent_1_5x.webp\" alt=\"Smolagent\" width=\"320\" height=\"81\" \/><br \/>Smolagent: Minimalistic &amp; fast<\/th><\/tr><!-- WHO BENEFITS --><tr class=\"trstyle\" style=\"border-bottom: 2px solid #2A2A2A30;\"><td style=\"padding: 10px; font-weight: bold;\">WHO BENEFITS<\/td><td style=\"padding: 10px; background-color: #d9d9d920;\">\u00a0<\/td><td style=\"padding: 10px;\">\u00a0<\/td><td style=\"padding: 10px; background-color: #d9d9d920;\">\u00a0<\/td><td style=\"padding: 10px;\">\u00a0<\/td><\/tr><tr class=\"trstyle\"><td style=\"padding: 10px;\">Developers building complex LLM workflows with graph-based control.<\/td><td style=\"padding: 10px; background-color: #d9d9d920;\">Those who need structured data validation and AI-driven responses.<\/td><td style=\"padding: 10px;\">Teams working on multi-agent collaboration with structured workflows.<\/td><td style=\"padding: 10px; background-color: #d9d9d920;\">Organizations looking for scalable AI agent orchestration and task automation.<\/td><td style=\"padding: 10px;\">Simple automation tasks and prototyping.<\/td><\/tr><!-- ADVANTAGES --><tr class=\"trstyle\" style=\"border-bottom: 2px solid #2A2A2A30;\"><td style=\"padding: 10px; font-weight: bold;\">ADVANTAGES<\/td><td style=\"padding: 10px; background-color: #d9d9d920;\">\u00a0<\/td><td style=\"padding: 10px;\">\u00a0<\/td><td style=\"padding: 10px; background-color: #d9d9d920;\">\u00a0<\/td><td style=\"padding: 10px;\">\u00a0<\/td><\/tr><tr class=\"trstyle\"><td style=\"padding: 10px;\">Highly scalable, supports time travel. Offers a graph-based approach for defining workflows.<\/td><td style=\"padding: 10px; background-color: #d9d9d920;\">Ensures structured and validated outputs using Pydantic, crucial for reliable AI integrations.<\/td><td style=\"padding: 10px;\">Provides team-based AI agent collaboration with defined roles and clear orchestration.<\/td><td style=\"padding: 10px; background-color: #d9d9d920;\">Easy learning curve, async, supports advanced agent-based task automation.<\/td><td style=\"padding: 10px;\">Designed for minimalistic, efficient AI agents, making it great for fast iterations.<\/td><\/tr><!-- DISADVANTAGES --><tr class=\"trstyle\" style=\"border-bottom: 2px solid #2A2A2A30;\"><td style=\"padding: 10px; font-weight: bold;\">DISADVANTAGES<\/td><td style=\"padding: 10px; background-color: #d9d9d920;\">\u00a0<\/td><td style=\"padding: 10px;\">\u00a0<\/td><td style=\"padding: 10px; background-color: #d9d9d920;\">\u00a0<\/td><td style=\"padding: 10px;\">\u00a0<\/td><\/tr><tr class=\"trstyle\"><td style=\"padding: 10px;\">Has a steep learning curve and demands significant coding effort.<\/td><td style=\"padding: 10px; background-color: #d9d9d920;\">Relatively new; works best for teams familiar with Pydantic ecosystem.<\/td><td style=\"padding: 10px;\">Lacks flexibility for non-task applications and no native streaming.<\/td><td style=\"padding: 10px; background-color: #d9d9d920;\">Has limited flexibility and lacks support for non-OpenAI integrations.<\/td><td style=\"padding: 10px;\">Lacks advanced features and has experimental stability.<\/td><\/tr><!-- PLATFORM TO SELECT --><tr class=\"trstyle\" style=\"border-bottom: 2px solid #2A2A2A30;\"><td style=\"padding: 10px; font-weight: bold;\">PLATFORM TO SELECT<\/td><td style=\"padding: 10px; background-color: #d9d9d920;\">\u00a0<\/td><td style=\"padding: 10px;\">\u00a0<\/td><td style=\"padding: 10px; background-color: #d9d9d920;\">\u00a0<\/td><td style=\"padding: 10px;\">\u00a0<\/td><\/tr><tr class=\"trstyle\"><td style=\"padding: 10px;\">LangGraph is ideal for those who need control over LLM workflows and debugging capabilities.<\/td><td style=\"padding: 10px; background-color: #d9d9d920;\">If you require structured, validated AI-generated content, PydanticAI is a strong choice.<\/td><td style=\"padding: 10px;\">If you&#8217;re managing multiple AI agents that need structured collaboration, CrewAI is the best fit.<\/td><td style=\"padding: 10px; background-color: #d9d9d920;\">If you need scalable, research-backed automation with AI agents, go for AutoGen.<\/td><td style=\"padding: 10px;\">If you want a lightweight and fast AI agent system for simple automation, choose smolagents.<\/td><\/tr><!-- LIMITATIONS --><tr class=\"trstyle\" style=\"border-bottom: 2px solid #2A2A2A30;\"><td style=\"padding: 10px; font-weight: bold;\">LIMITATIONS<\/td><td style=\"padding: 10px; background-color: #d9d9d920;\">\u00a0<\/td><td style=\"padding: 10px;\">\u00a0<\/td><td style=\"padding: 10px; background-color: #d9d9d920;\">\u00a0<\/td><td style=\"padding: 10px;\">\u00a0<\/td><\/tr><tr class=\"trstyle\"><td style=\"padding: 10px;\">More complex setup than linear pipelines; requires understanding graph theory.<\/td><td style=\"padding: 10px; background-color: #d9d9d920;\">Primarily focused on structured input\/output validation. Not suitable for complex automation tasks.<\/td><td style=\"padding: 10px;\">Higher setup complexity. Requires careful role definition for agents.<\/td><td style=\"padding: 10px; background-color: #d9d9d920;\">Can be resource-intensive for large-scale tasks. Steeper learning curve for beginners.<\/td><td style=\"padding: 10px;\">Not optimized for large-scale AI applications. Less flexible for complex workflows.<\/td><\/tr><!-- REAL LIFE EXAMPLES --><tr class=\"trstyle\" style=\"border-bottom: 2px solid #2A2A2A30;\"><td style=\"padding: 10px; font-weight: bold;\">REAL LIFE EXAMPLES<\/td><td style=\"padding: 10px; background-color: #d9d9d920;\">\u00a0<\/td><td style=\"padding: 10px;\">\u00a0<\/td><td style=\"padding: 10px; background-color: #d9d9d920;\">\u00a0<\/td><td style=\"padding: 10px;\">\u00a0<\/td><\/tr><tr class=\"trstyle\"><td style=\"padding: 10px;\">Applied in AI-assisted legal case evaluation and complex AI-powered support chatbots.<\/td><td style=\"padding: 10px; background-color: #d9d9d920;\">Used in AI-driven financial analysis tools to ensure report accuracy.<\/td><td style=\"padding: 10px;\">Widely used in AI-powered newsrooms, where multiple agents handle summarization, editing, and publishing.<\/td><td style=\"padding: 10px; background-color: #d9d9d920;\">Deployed in AI-driven customer support systems to handle multi-turn conversations and automate large-scale data analysis.<\/td><td style=\"padding: 10px;\">Used for small AI automation, task schedulers, and notifications.<\/td><\/tr><\/tbody><\/table><\/div>\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-3415644 e-flex e-con-boxed e-con e-parent\" data-id=\"3415644\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-cb6b1bd e-con-full e-flex e-con e-child\" data-id=\"cb6b1bd\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-192c95f location-heading elementor-widget elementor-widget-heading\" data-id=\"192c95f\" data-element_type=\"widget\" data-e-type=\"widget\" id=\"02\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">How to choose the right agentic AI framework <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ee4ff1a elementor-widget elementor-widget-text-editor\" data-id=\"ee4ff1a\" 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>Choosing between these frameworks will depend on your project\u2019s goals, complexity, and integration needs. The key is to ensure the framework:<\/p><ul><li style=\"font-size: 20px;\"><strong>Supports your business objectives<\/strong> while providing the level of intelligence required for your AI agents<\/li><li style=\"font-size: 20px;\"><strong>Integrates seamlessly with your existing systems<\/strong> to ensure smooth deployment and functionality<\/li><li style=\"font-size: 20px;\"><strong>Prioritizes scalability, flexibility, and performance<\/strong>, allowing your solution to grow with your business<\/li><li style=\"font-size: 20px;\"><strong>Aligns with your team\u2019s expertise, available resources, and infrastructure<\/strong>, so implementation is both efficient and sustainable<\/li><\/ul><p>We suggest testing and iterating with different frameworks before fully committing to a framework. Running prototypes or proof-of-concept tests can help validate which framework delivers the best results for specific use cases.<\/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-3b06d35 e-flex e-con-boxed e-con e-parent\" data-id=\"3b06d35\" data-element_type=\"container\" data-e-type=\"container\" id=\"03\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-6c3dcbd e-con-full e-flex e-con e-child\" data-id=\"6c3dcbd\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ef0d955 location-heading elementor-widget elementor-widget-heading\" data-id=\"ef0d955\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">10Pearls as your AI implementation partner <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cbfb963 elementor-widget elementor-widget-text-editor\" data-id=\"cbfb963\" 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>Working with 10Pearls provides you with access to industry-leading talent and AI experts. As an AI-powered end-to-end software development partner, our teams have the skills and technical expertise to <span style=\"text-decoration: underline;\"><a style=\"color: #171616; font-weight: 100; text-decoration: underline;\" href=\"\/ai-assessment\/\" target=\"_blank\" rel=\"noopener\">guide you through your AI implementation journey,<\/a><\/span> no matter what stage you are at.<\/p><p>Whether you\u2019re looking to develop a solution with agentic AI embedded into the system or integrating agentic AI capabilities into an existing solution, we can help you achieve your business goals and implementations.<\/p><p><span style=\"text-decoration: underline;\"><a style=\"color: #171616; font-weight: 100; text-decoration: underline;\" href=\"\/get-in-touch\/\" target=\"_blank\" rel=\"noopener\">Contact us<\/a><\/span> to learn how you can leverage agentic AI for more value.<\/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-b25949d e-con-full e-flex e-con e-parent\" data-id=\"b25949d\" 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-baf7a53 e-con-full e-flex e-con e-child\" data-id=\"baf7a53\" 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-870cf51 e-con-full e-flex e-con e-child\" data-id=\"870cf51\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;animation&quot;:&quot;none&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-8cf3bd6 e-con-full e-flex e-con e-child\" data-id=\"8cf3bd6\" data-element_type=\"container\" data-e-type=\"container\" 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elementor-element elementor-element-153964f elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"153964f\" 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-e8f8bd4\" data-id=\"e8f8bd4\" 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-cb1b0ff elementor-widget elementor-widget-shortcode\" data-id=\"cb1b0ff\" 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\/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                <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\/corporate-ai-featured.webp\"\n                         class=\"front\"\n                         alt=\"Corporate AI Implementation Failure &#8211; Role of Leadership\">\n                    <div class=\"text-wrap\">\n                        <div>\n                            <p class=\"h3\">AI\/ML<\/p>\n                            <hr>\n                            <p class=\"h5\">Corporate AI Implementation Failure &#8211; Role of Leadership<\/p>\n                            <p class=\"p\">Most enterprises now share the same models and tools, so why does AI still fail? The gap is leadership: prioritization, ownership, and governance, not better technology.<\/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-fails-because-of-leadership-not-technology\/\"\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\/06\/in-house-vs-outsourcing-blog-featured-image-1024x1024.webp\"\n                         class=\"front\"\n                         alt=\"In-House vs Outsource Mobile App Development: What&#8217;s Best?\">\n                    <div class=\"text-wrap\">\n                        <div>\n                            <p class=\"h3\">Mobile app development<\/p>\n                            <hr>\n                            <p class=\"h5\">In-House vs Outsource Mobile App Development: What&#8217;s Best?<\/p>\n                            <p class=\"p\">Every mobile app starts with one decision: build in-house or outsource. We break down the real costs, tradeoffs, and the questions that determine which model is right for you.<\/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\/inhouse-vs-outsource-mobile-app-development\/\"\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\/06\/outome-based-pricing-blog-thumbnail.webp\"\n                         class=\"front\"\n                         alt=\"Outcome Based Pricing in Digital Engineering\">\n                    <div class=\"text-wrap\">\n                        <div>\n                            <p class=\"h3\">AI\/ML<\/p>\n                            <hr>\n                            <p class=\"h5\">Outcome Based Pricing in Digital Engineering<\/p>\n                            <p class=\"p\">AI is making outcome-based pricing more viable, but success still depends on clear metrics, shared accountability, and disciplined execution.<\/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\/outcome-based-pricing-is-reshaping-digital-engineering\/\"\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\/06\/Main-3-1024x1024.webp\"\n                         class=\"front\"\n                         alt=\"The Hidden Risk Behind AI-Powered Software Development\">\n                    <div class=\"text-wrap\">\n                        <div>\n                            <p class=\"h3\">AI\/ML<\/p>\n                            <hr>\n                            <p class=\"h5\">The Hidden Risk Behind AI-Powered Software Development<\/p>\n                            <p class=\"p\">AI coding tools are accelerating development, but code review, governance, and quality assurance aren&#039;t keeping pace. Learn how enterprises can scale AI development responsibly.<\/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\/hidden-risk-ai-powered-software-development\/\"\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\/2025\/07\/Top.webp\"\n                         class=\"front\"\n                         alt=\"Top 10 custom software development companies delivering innovative solutions\">\n                    <div class=\"text-wrap\">\n                        <div>\n                            <p class=\"h3\">Software development<\/p>\n                            <hr>\n                            <p class=\"h5\">Top 10 custom software development companies delivering innovative solutions<\/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\/top-custom-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\/04\/software-developer-challenges-featured.webp\"\n                         class=\"front\"\n                         alt=\"Software Development Challenges and Solutions for Modern Enterprises\">\n                    <div class=\"text-wrap\">\n                        <div>\n                            <p class=\"h3\">Software development<\/p>\n                            <hr>\n                            <p class=\"h5\">Software Development Challenges and Solutions for Modern Enterprises<\/p>\n                            <p class=\"p\">Discover the top software development challenges enterprises face, legacy systems, security, talent shortages, and proven solutions to overcome them.<\/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\/software-development-challenges-solutions\/\"\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\/03\/Thumbnsil-1024x1024.webp\"\n                         class=\"front\"\n                         alt=\"How AI is transforming Agile in 2026\">\n                    <div class=\"text-wrap\">\n                        <div>\n                            <p class=\"h3\">Software development<\/p>\n                            <hr>\n                            <p class=\"h5\">How AI is transforming Agile in 2026<\/p>\n                            <p class=\"p\">Modern Agile evolves with AI, cloud, and governance, reshaping team workflows and delivery for scalable, secure enterprise software in 2026.<\/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\/agile-software-development\/\"\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\/01\/top-software-development-technologies-feature-image.webp\"\n                         class=\"front\"\n                         alt=\"Explore the tech driving software development innovation\">\n                    <div class=\"text-wrap\">\n                        <div>\n                            <p class=\"h3\">Software development<\/p>\n                            <hr>\n                            <p class=\"h5\">Explore the tech driving software development innovation<\/p>\n                            <p class=\"p\">Our top software development technologies in 2026 overview covers AI tools, low code &amp; cloud development tools, programming languages, and databases.<\/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-development-technologies\/\"\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\/2024\/05\/top_industries_driving_main_blog.webp\"\n                         class=\"front\"\n                         alt=\"Top sectors using custom software in Saudi Arabia\">\n                    <div class=\"text-wrap\">\n                        <div>\n                            <p class=\"h3\">Software development<\/p>\n                            <hr>\n                            <p class=\"h5\">Top sectors using custom software in Saudi Arabia<\/p>\n                            <p class=\"p\">Saudi Arabia is quickly shifting away from an oil-based economy for the first time in approximately 8 decades. As Saudi Arabia diversifies, the need for adaptable, sector-specific digital solutions is driving a rise in custom...<\/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-sectors-using-custom-software-saudi-arabia\/\"\n                               target=\"_blank\">Read More<\/a>\n                        <\/div>\n                    <\/div>\n                <\/div>\n            <\/div>\n        <\/div>\n        \n                <\/div>\n\n                <div class=\"swiper-pagination\"><\/div>\n                <div class=\"swiper-button-next\">\n                    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"14\" height=\"24\" viewBox=\"0 0 14 24\" fill=\"none\">\n                        <path d=\"M2 2L12 12L2 22\" stroke=\"black\" stroke-width=\"3\" 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