{"id":103473,"date":"2026-07-14T11:39:50","date_gmt":"2026-07-14T11:39:50","guid":{"rendered":"https:\/\/www.akeron.com\/?p=103473"},"modified":"2026-07-14T11:48:56","modified_gmt":"2026-07-14T11:48:56","slug":"when-ai-starts-to-act-the-future-of-enterprise-software-akeron-on-ai4business","status":"publish","type":"post","link":"https:\/\/www.akeron.com\/en\/2026\/07\/14\/when-ai-starts-to-act-the-future-of-enterprise-software-akeron-on-ai4business\/","title":{"rendered":"When AI Starts to Act: The Future of Enterprise Software \u2013 Akeron on AI4Business"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"103473\" class=\"elementor elementor-103473 elementor-103464\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<div class=\"elementor-inner\">\n\t\t\t\t<div class=\"elementor-section-wrap\">\n\t\t\t\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-db06cd1 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"db06cd1\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-49d7704\" data-id=\"49d7704\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-b18bcac elementor-widget elementor-widget-text-editor\" data-id=\"b18bcac\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-text-editor elementor-clearfix\">\n\t\t\t\t<p class=\"font-claude-response-body break-words whitespace-normal\">Akeron co-CEO Manuel Vellutini writes in AI4Business on the shift from conversational AI to operational AI in enterprise software.<\/p><p class=\"font-claude-response-body break-words whitespace-normal\">The central point: the challenge is no longer how intelligent a model is, but where it operates, on what data, and under what level of human oversight. Systems of record \u2014 the platforms that govern critical processes such as Incentive Compensation Management, Sales Performance Management, Project Business Automation, and Real Estate Management \u2014 are not being replaced by AI agents, but pushed to evolve.<\/p><p class=\"font-claude-response-body break-words whitespace-normal\">The article identifies four conditions for reliable enterprise agents: domain specialization, data quality and traceability, architectural openness (bring your own LLM), and human oversight. The core argument: the future belongs not to &#8220;autonomous&#8221; agents, but to those that operate within the enterprise&#8217;s system of trust.<\/p><p class=\"font-claude-response-body break-words whitespace-normal\"><a class=\"underline underline underline-offset-2 decoration-1 decoration-current\/40 hover:decoration-current focus:decoration-current\" href=\"https:\/\/www.ai4business.it\/intelligenza-artificiale\/lai-che-agisce-il-futuro-del-software-enterprise\/\">Read the full article on AI4Business (in italian)<\/a><\/p>\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Akeron co-CEO Manuel Vellutini on the shift from conversational to operational AI in enterprise software, published on AI4Business<\/p>\n","protected":false},"author":5,"featured_media":103474,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"content-type":"","inline_featured_image":false,"footnotes":""},"categories":[45],"tags":[65],"post_folder":[],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v22.1 - 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