{"id":3762,"date":"2025-10-16T11:11:44","date_gmt":"2025-10-16T10:11:44","guid":{"rendered":"https:\/\/euroone.hu\/?p=3762"},"modified":"2025-10-16T11:11:44","modified_gmt":"2025-10-16T10:11:44","slug":"when-artificial-intelligence-learns-within-company-walls","status":"publish","type":"post","link":"https:\/\/euroone.hu\/en\/when-artificial-intelligence-learns-within-company-walls\/","title":{"rendered":"When Artificial Intelligence Learns Within Company Walls"},"content":{"rendered":"\n<p>Artificial intelligence (AI) is transforming every industry\u2014but what happens when we keep it locked inside, learning only from our own data? This is the idea behind \u201ccaged AI\u201d, a secure, in-house system that operates entirely within a company\u2019s infrastructure.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Why Keep AI Inside?<\/h2>\n\n\n\n<p>For sectors handling sensitive information\u2014such as finance, insurance, or law\u2014data security is paramount. A <strong>\u201ccaged\u201d AI<\/strong> runs locally, without any internet access, ensuring that no business data leaves the company\u2019s servers. The AI system, called CollAIgue, learns only from internal documents, creating a knowledge base unique to the organization. <\/p>\n\n\n\n<h2 class=\"wp-block-heading\">How It Works<\/h2>\n\n\n\n<p>The system integrates with document management tools like Alfresco, where it:  <\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Analyze documents stored in a central repository.<\/li>\n\n\n\n<li>never transmits data externally,<\/li>\n\n\n\n<li>Answer internal queries using only company data.<\/li>\n\n\n\n<li>Learn continuously in a secure, isolated environment.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><br>Where It\u2019s Already Making an Impact<\/h2>\n\n\n\n<p>Caged AI has proven successful in several fields:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Banking and insurance:<\/strong> verifies documents and IDs with 99% accuracy.<\/li>\n\n\n\n<li><strong>Aviation:<\/strong> matches parts with digital certificates automatically.<\/li>\n\n\n\n<li><strong>Real estate: <\/strong>organizes diverse design files for easier searching.<\/li>\n\n\n\n<li><strong>Finance: <\/strong>identifies invoice data to assign costs with 98% precision.<\/li>\n\n\n\n<li><strong>Data protection:<\/strong> recognizes documents with personal information to support GDPR compliance.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><br>A Safe Path to Efficiency<\/h2>\n\n\n\n<p>Companies managing large document volumes or sensitive data can benefit most from this approach. <em>Closed AI<\/em> doesn\u2019t replace humans\u2014it frees them from repetitive work, allowing focus on decision-making and value creation.<\/p>\n\n\n\n<p>When AI learns safely within company walls, it becomes a trusted colleague\u2014one that understands exactly what your business needs.<\/p>\n\n\n\n<p>Read the full article on our International subsidiary\u2019s website by clicking on the logo:<a href=\"https:\/\/socwise.eu\/ai-agent-in-incident-management-six-months-of-practical-experience\/?utm_source=EO_blog&amp;utm_medium=clickthrough_AI_Day_Szabo_Gabor\" target=\"_blank\" rel=\"noreferrer noopener\"><\/a><a href=\"https:\/\/socwise.eu\/how-is-artificial-intelligence-transforming-development-and-business-processes\/?utm_source=EO_blog&amp;utm_medium=clickthrough_AI_Day_Szabo_Marta\" target=\"_blank\" rel=\"noreferrer noopener\"><\/a><\/p>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><a href=\"https:\/\/socwise.eu\/artificial-intelligence-locked-in-a-cage-when-ai-learns-in-house\/?utm_source=EO_blog&amp;utm_medium=clickthrough_AI_Day_Nepp_Levente\" target=\"_blank\" rel=\" noreferrer noopener\"><img loading=\"lazy\" decoding=\"async\" width=\"488\" height=\"329\" src=\"https:\/\/euroone.hu\/wp-content\/uploads\/2024\/10\/socwise-poweredArtboard-1@4x-100.jpg\" alt=\"\" class=\"wp-image-1534\" style=\"width:220px\" srcset=\"https:\/\/euroone.hu\/wp-content\/uploads\/2024\/10\/socwise-poweredArtboard-1@4x-100.jpg 488w, https:\/\/euroone.hu\/wp-content\/uploads\/2024\/10\/socwise-poweredArtboard-1@4x-100-300x202.jpg 300w\" sizes=\"auto, (max-width: 488px) 100vw, 488px\" \/><\/a><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>The development of DocuScan takes AI to a new level: it operates in a closed environment, is data secure, and provides customized solutions for every industry.<\/p>\n","protected":false},"author":3,"featured_media":3761,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[87],"tags":[],"class_list":["post-3762","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog-en"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.8 - 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