{"id":29054,"date":"2025-12-05T17:39:15","date_gmt":"2025-12-05T16:39:15","guid":{"rendered":"https:\/\/res-group.eu\/?p=29054"},"modified":"2026-04-09T12:14:13","modified_gmt":"2026-04-09T10:14:13","slug":"5-trends-that-will-reshape-ai-in-2026","status":"publish","type":"post","link":"https:\/\/res-group.eu\/en\/article\/5-trends-that-will-reshape-ai-in-2026\/","title":{"rendered":"5 Trends That Will Reshape AI in 2026"},"content":{"rendered":"<div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-1 fusion-flex-container has-pattern-background has-mask-background nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1248px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-0 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-padding-top:20px;--awb-padding-right:20px;--awb-padding-bottom:15px;--awb-padding-left:20px;--awb-bg-color:#f2f2f2;--awb-bg-color-hover:#f2f2f2;--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:30px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\" data-scroll-devices=\"small-visibility,medium-visibility,large-visibility\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-1 fusion-text-no-margin\" style=\"--awb-font-size:23px;--awb-margin-bottom:10px;--awb-text-font-family:&quot;Exo 2&quot;;--awb-text-font-style:normal;--awb-text-font-weight:700;\"><p><strong>The article at a glance<\/strong><\/p>\n<\/div><div class=\"fusion-text fusion-text-2\"><ul>\n<li>AI\u00a0is\u00a0reaching\u00a0maturity, and companies are\u00a0looking\u00a0for concrete,\u00a0integrated\u00a0solutions.<\/li>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"5\" data-list-defn-props=\"{\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"auto\">AI\u00a0agents are\u00a0evolving\u00a0from\u00a0experimental\u00a0trials\u00a0into\u00a0real\u00a0operational\u00a0tools.\u00a0<\/span><\/li>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"5\" data-list-defn-props=\"{\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"auto\">Compliance and governance \u2014 rules, audit, risk, and\u00a0regulation\u00a0\u2014 are\u00a0becoming\u00a0essential\u00a0prerequisites.\u00a0<\/span><\/li>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"5\" data-list-defn-props=\"{\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"auto\">Small, domain-specific\u00a0language\u00a0models are\u00a0increasingly\u00a0preferred:\u00a0they\u00a0are more\u00a0efficient\u00a0and\u00a0better\u00a0suited\u00a0to\u00a0regulated\u00a0environments.\u00a0<\/span><\/li>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"5\" data-list-defn-props=\"{\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"auto\">Generative AI\u00a0is\u00a0becoming\u00a0multimodal: text, images, audio, and video work\u00a0together\u00a0to support more versatile\u00a0applications.\u00a0<\/span><\/li>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"5\" data-list-defn-props=\"{\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"auto\">Collaboration\u00a0between\u00a0people and AI\u00a0is\u00a0growing: new\u00a0hybrid\u00a0roles\u00a0are\u00a0focused\u00a0on\u00a0supervision,\u00a0orchestration, and control.\u00a0<\/span><span data-ccp-props=\"{\">\u00a0<\/span><\/li>\n<\/ul>\n<\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-1 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-3\"><p><strong>Artificial Intelligence<\/strong> is entering a phase of full maturity. After the initial wave of experimentation sparked by Generative AI, companies are shifting toward solutions that are <strong>more integrated, governable, and capable of producing real value<\/strong>. As a result, 2026 will be a year of consolidation: less \u201cwow effect,\u201d <strong>more measurable outcomes<\/strong>.<\/p>\n<p>In\u00a0this\u00a0scenario,\u00a0we\u00a0have\u00a0identified\u00a0five\u00a0trends\u00a0that\u00a0will\u00a0drive the\u00a0evolution\u00a0of AI in the\u00a0enterprise\u00a0world.<\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_82_2 counter-hierarchy ez-toc-counter ez-toc-custom ez-toc-container-direction\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Index<\/p>\n<label for=\"ez-toc-cssicon-toggle-item-69e8e639eb2fd\" class=\"ez-toc-cssicon-toggle-label\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #231d1c;color:#231d1c\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #231d1c;color:#231d1c\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/label><input type=\"checkbox\"  id=\"ez-toc-cssicon-toggle-item-69e8e639eb2fd\"  aria-label=\"Toggle\" \/><nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/res-group.eu\/en\/article\/5-trends-that-will-reshape-ai-in-2026\/#Agentic_AI_and_task-specific_agents_automation_becomes_operational\" >Agentic\u00a0AI and task-specific\u00a0agents:\u00a0automation\u00a0becomes\u00a0operational<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/res-group.eu\/en\/article\/5-trends-that-will-reshape-ai-in-2026\/#Governance_risk_compliance_and_data_residency_the_AI_Act_changes_priorities\" >Governance, risk, compliance, and data residency: the AI Act changes priorities<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/res-group.eu\/en\/article\/5-trends-that-will-reshape-ai-in-2026\/#The_rise_of_Small_Language_Models_smaller_domain-specific_and_more_effective_models\" >The rise of Small Language Models:\u00a0smaller, domain-specific, and more\u00a0effective\u00a0models<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/res-group.eu\/en\/article\/5-trends-that-will-reshape-ai-in-2026\/#Generative_AI_20_multimodal_becomes_the_new_standard\" >Generative AI 2.0:\u00a0multimodal\u00a0becomes\u00a0the new standard<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/res-group.eu\/en\/article\/5-trends-that-will-reshape-ai-in-2026\/#Human-AI_collaboration_a_new_division_of_tasks_emerges\" >Human-AI\u00a0collaboration: a new\u00a0division\u00a0of tasks\u00a0emerges<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/res-group.eu\/en\/article\/5-trends-that-will-reshape-ai-in-2026\/#Other_trends_in_AI\" >Other trends in AI<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/res-group.eu\/en\/article\/5-trends-that-will-reshape-ai-in-2026\/#Toward_more_responsible_useful_and_integrated_AI\" >Toward\u00a0more\u00a0responsible,\u00a0useful, and\u00a0integrated\u00a0AI<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"Agentic_AI_and_task-specific_agents_automation_becomes_operational\"><\/span><strong>Agentic\u00a0AI and task-specific\u00a0agents:\u00a0automation\u00a0becomes\u00a0operational<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>AI\u00a0agents are\u00a0moving\u00a0from\u00a0<strong>prototypes to production<\/strong>. In 2026, we will see agents tasked with managing specific activities within existing processes-ticketing, supply chain, CRM, application development \u2014 not by replacing work teams, but by automating clearly defined parts of the workflow.<\/p>\n<p>There will be an <strong>intense phase of experimentation<\/strong>: some agents will deliver immediate returns, while others will be discarded because they are too complex or not sustainable compared with the benefits they generate. For businesses, the real differentiator will be <strong>the ability to integrate these agents<\/strong> not as technological \u201cgadgets,\u201d but as<strong> true components of the company\u2019s operating system<\/strong>.<\/p>\n<p>For\u00a0many\u00a0projects, the\u00a0<span style=\"text-decoration: underline;\">expected\u00a0benefits<\/span>\u00a0will\u00a0mainly\u00a0concern:<\/p>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"7\" data-list-defn-props=\"{\" data-aria-posinset=\"1\" data-aria-level=\"1\">reducing the<strong> execution time of repetitive tasks<\/strong>,<\/li>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"7\" data-list-defn-props=\"{\" data-aria-posinset=\"1\" data-aria-level=\"1\">enabling<strong>\u00a0more\u00a0consistent\u00a0and\u00a0standardized\u00a0processes<\/strong>.<\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"Governance_risk_compliance_and_data_residency_the_AI_Act_changes_priorities\"><\/span><strong>Governance, risk, compliance, and data residency: the AI Act changes priorities<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>More and more companies are discovering that the real enabling condition for adopting AI is not just the technology itself, but <strong>the\u00a0ability\u00a0to\u00a0govern\u00a0it<\/strong>. Governance, risk management, auditability, data residency, and regulatory compliance are becoming primary evaluation criteria.<\/p>\n<p><strong>In 2026, many AI initiatives will be judged on how &#8220;manageable&#8221; they are first, and on their economic return afterward<\/strong>. Knowing where data comes from, how models were trained, how errors are tracked or biases mitigated, will be essential for alignment with regulations such as the AI Act. Businesses will no longer be able to afford projects that lack controls, documentation, or oversight.<\/p>\n<h2 aria-level=\"2\"><span class=\"ez-toc-section\" id=\"The_rise_of_Small_Language_Models_smaller_domain-specific_and_more_effective_models\"><\/span><strong>The rise of Small Language Models:\u00a0smaller, domain-specific, and more\u00a0effective\u00a0models<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>After\u00a0years\u00a0dominated\u00a0by large general-purpose\u00a0models, a new\u00a0perspective\u00a0is\u00a0emerging:\u00a0that\u00a0of <strong>Small Language Models (SLMs)<\/strong>. These are more compact models, trained on specific domains and designed to be precise and governable.<\/p>\n<p><strong>Reducing complexity is turning into a competitive advantage<\/strong>. SLMs allow companies to implement reliable AI solutions in regulated environments, contain costs and consumption, and achieve more robust performance in vertical use cases. This makes them especially suitable for all those sectors in which accuracy and traceability are not optional, but fundamental requirements.<\/p>\n<h2 aria-level=\"2\"><span class=\"ez-toc-section\" id=\"Generative_AI_20_multimodal_becomes_the_new_standard\"><\/span><strong>Generative AI 2.0:\u00a0multimodal\u00a0becomes\u00a0the new standard<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>If the <em><strong>Generative AI<\/strong><\/em> of recent years has worked mainly with text, the version of 2026 will be <strong>natively multimodal<\/strong>. A single model will be able to analyze complex documents, understand screenshots, interpret short videos or audio conversations, and generate coherent outputs from heterogeneous sources.<\/p>\n<p>This opens the way to new types of applications, especially in the most <em>data-driven<\/em> business environments. Think of an assistant that reads a technical PDF, extracts information from a dashboard screen, and analyzes an audio excerpt from a meeting, delivering an integrated summary. Multimodality thus becomes the new operational standard, moving beyond the \u201ctext-only\u201d paradigm of the first era of Generative AI.<\/p>\n<h2 aria-level=\"2\"><span class=\"ez-toc-section\" id=\"Human-AI_collaboration_a_new_division_of_tasks_emerges\"><\/span><strong>Human-AI\u00a0collaboration: a new\u00a0division\u00a0of tasks\u00a0emerges<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>The debate around AI\u2019s impact on work is shifting: no longer whether \u201c<em>AI will replace people<\/em>\u201d, but how the content of work will change. In 2026, we are seeing the spread of hybrid roles-professionals capable of designing, orchestrating, and governing intelligent systems. At the same time, many operational tasks are being augmented, not eliminated, by agents and assistants.<\/p>\n<p>Companies\u00a0will\u00a0have\u00a0to support<strong>\u00a0continuous\u00a0training\u00a0programs<\/strong>, but this is not just about technical upskilling. <strong>Cross-functional skills<\/strong>\u00a0that\u00a0make\u00a0it\u00a0possible\u00a0to work\u00a0alongside\u00a0intelligent\u00a0systems\u00a0will\u00a0also\u00a0become\u00a0central,\u00a0such\u00a0as:<\/p>\n<ul>\n<li>the ability to evaluate AI-generated outputs and intervene in the event of errors,<\/li>\n<li>the\u00a0ability\u00a0to\u00a0translate\u00a0business\u00a0objectives\u00a0into\u00a0instructions\u00a0that\u00a0models and agents can act on.<\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"Other_trends_in_AI\"><\/span><strong>Other trends in AI<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Alongside the main directions, <strong>cross-cutting trends<\/strong> will emerge in 2026 that will contribute to AI maturity in the enterprise. The spread of on-device models will reduce costs and latency, while making privacy requirements easier to meet. The adoption of <strong>AI observability<\/strong> practices will also increase, which are essential for monitoring drift, output quality, and production performance.<\/p>\n<p>Another rapidly accelerating front is the <strong>integration of AI with Low Code platforms<\/strong>, where intelligent assistants will become part of the development lifecycle: they will suggest components, generate application logic, validate flows, and ensure greater architectural consistency. This convergence will make it easier to create advanced applications and automations, reducing the distance between business and IT.<\/p>\n<p>Technologies\u00a0such\u00a0as\u00a0<strong>Synthetic\u00a0Data<\/strong> and\u00a0next-generation\u00a0<strong>RAG<\/strong>\u00a0will\u00a0complete the picture,\u00a0enabling\u00a0safer\u00a0and more\u00a0sustainable\u00a0experimentation\u00a0and scaling.<\/p>\n<p>These trends, combined with the five already described, confirm that the value of AI will depend not only on the power of models, but on<strong> the ability to integrate them in a safe, measurable, and sustainable way<\/strong>.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Toward_more_responsible_useful_and_integrated_AI\"><\/span><strong>Toward\u00a0more\u00a0responsible,\u00a0useful, and\u00a0integrated\u00a0AI<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>2026 will be the year in which Artificial Intelligence finally stops being perceived as experimentation and becomes strategic infrastructure.<\/p>\n<p>Intelligent agents, vertical models, solid governance, multimodality, and new professional skills make up an ecosystem that allows AI to generate real, measurable, and sustainable value. The companies that know how to move in this direction will be the first to turn AI into a<strong> concrete competitive advantage<\/strong>.<\/p>\n<\/div><\/div><\/div><\/div><\/div>\n","protected":false},"excerpt":{"rendered":"<p>Artificial Intelligence is entering a phase of full maturity. Discover the five trends that will shape AI in 2026: technological maturity, operational agents, advanced governance, specialized language models, multimodality, and new human-AI skills.<\/p>\n","protected":false},"author":7,"featured_media":29053,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"content-type":"","footnotes":""},"categories":[240],"tags":[238,247],"class_list":["post-29054","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-article","tag-innovation","tag-innovazione-en"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>5 Trends That Will Reshape AI in 2026 - RES Group<\/title>\n<meta name=\"description\" content=\"Artificial Intelligence is entering a phase of full maturity. 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