{"id":202637,"date":"2026-11-05T08:28:38","date_gmt":"2026-11-05T13:28:38","guid":{"rendered":"https:\/\/innowise.com\/?p=202637"},"modified":"2026-11-06T05:48:55","modified_gmt":"2026-11-06T10:48:55","slug":"generative-ai-trends","status":"publish","type":"post","link":"https:\/\/innowise.com\/fr\/blog\/generative-ai-trends\/","title":{"rendered":"Tendances de l'IA g\u00e9n\u00e9rative en 2026 : technologies cl\u00e9s et perspectives d'avenir"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"202637\" class=\"elementor elementor-202637\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5a59af9 e-flex e-con-boxed e-con e-parent\" data-id=\"5a59af9\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-93e0744 elementor-widget__width-initial elementor-widget elementor-widget-html\" data-id=\"93e0744\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<style>\n    \n<\/style>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-92fed16 elementor-widget-tablet__width-inherit elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"92fed16\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Generative AI trends in 2026: key technologies and future outlook<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fba61ea elementor-widget__width-initial elementor-widget elementor-widget-html\" data-id=\"fba61ea\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"heroBottom\">\r\n\r\n  <div class=\"second\">\r\n    <span>Nov 5, 2026<\/span>\r\n    <span>14 min read<\/span>\r\n  <\/div>\r\n<\/div>\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-970be0b article-description e-con-full e-flex e-con e-parent\" data-id=\"970be0b\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-f2465c0 author-article e-con-full e-flex e-con e-child\" data-id=\"f2465c0\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-f2e5b9f e-con-full e-flex e-con e-child\" data-id=\"f2e5b9f\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-969ab6d e-con-full e-flex e-con e-child\" data-id=\"969ab6d\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a2ab5a5 elementor-widget elementor-widget-shortcode\" data-id=\"a2ab5a5\" data-element_type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-shortcode\">\n    <div class=\"expert_card-container\">\n        <div class=\"expert_card-top\">\n            <div class=\"expert_card-top-img\">\n                                    <img decoding=\"async\" src=\"https:\/\/innowise.com\/wp-content\/uploads\/2026\/03\/Michael-Labutin.png\" alt=\"Michael Labutin, Head of Delivery..\">\n                                                <a href=\"https:\/\/www.linkedin.com\/in\/michael-labutin\/\" class=\"expert_card-top-img-link\" target=\"_blank\" rel=\"noopener noreferrer\">\n                    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"40\" height=\"40\" viewBox=\"0 0 40 40\" fill=\"none\">\n                        <rect width=\"40\" height=\"40\" rx=\"20\" fill=\"#E8E8E8\"\/>\n                        <path d=\"M10.0002 12.8001C10.0002 11.4802 10.0002 10.8202 10.4102 10.4102C10.8203 10.0001 11.4802 10.0001 12.8002 10.0001H27.2002C28.5201 10.0001 29.1801 10.0001 29.5901 10.4102C30.0002 10.8202 30.0002 11.4802 30.0002 12.8001V27.2001C30.0002 28.52 30.0002 29.18 29.5901 29.5901C29.1801 30.0001 28.5201 30.0001 27.2002 30.0001H12.8002C11.4802 30.0001 10.8203 30.0001 10.4102 29.5901C10.0002 29.18 10.0002 28.52 10.0002 27.2001V12.8001Z\" fill=\"white\"\/>\n                        <path fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M28.6112 10C29.3782 10 30.0001 10.6218 30.0001 11.3889V28.6111C30.0001 29.3782 29.3782 30 28.6112 30H11.3889C10.6219 30 10.0001 29.3782 10.0001 28.6111V11.3889C10.0001 10.6218 10.6219 10 11.3889 10H28.6112ZM13.0591 26.9444H15.9842V17.5H13.0591V26.9444ZM23.507 17.2114C21.5029 17.2114 20.6595 18.7722 20.6595 18.7722V17.5H17.8543V26.9444H20.6595V21.9868C20.6595 20.6584 21.2709 19.868 22.4412 19.8679C23.5171 19.8679 24.0338 20.6275 24.0338 21.9868V26.9444H26.9445V20.9649C26.9445 18.4349 25.5103 17.2114 23.507 17.2114ZM14.5077 12.7778C13.5522 12.7778 12.7778 13.5583 12.7778 14.5207C12.7779 15.483 13.5522 16.2633 14.5077 16.2633C15.4631 16.2632 16.237 15.483 16.237 14.5207C16.237 13.5583 15.4632 12.7778 14.5077 12.7778Z\" fill=\"#2867B2\"\/>\n                    <\/svg>\n                <\/a>\n                            <\/div>\n            <div class=\"expert_card-top-right\">\n                <div class=\"expert_card-top-name\">\n                    By <a href=\"https:\/\/innowise.com\/fr\/authors\/michael-labutin\/\">Michael Labutin<\/a>\n                <\/div>\n                                <div class=\"expert_card-top-position\">\n                    Head of Delivery Office                <\/div>\n                                <div class=\"expert_card-top-right-bottom desc\">\n                    <div class=\"expert_card-top-ver\">\n                        <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"18\" height=\"18\" viewBox=\"0 0 18 18\" fill=\"none\"><path d=\"M17.486 9.00039L15.6037 6.8481L15.866 4.00153L13.0811 3.36896L11.6231 0.900391L9.00024 2.02668L6.37738 0.900391L4.91938 3.36125L2.13453 3.9861L2.39681 6.84039L0.514526 9.00039L2.39681 11.1527L2.13453 14.007L4.91938 14.6395L6.37738 17.1004L9.00024 15.9664L11.6231 17.0927L13.0811 14.6318L15.866 13.9992L15.6037 11.1527L17.486 9.00039Z\" fill=\"#717171\"\/><path d=\"M12.2783 7.55371L8.10059 11.7324L5.72168 9.35352L6.42871 8.64648L8.09961 10.3174L11.5713 6.84668L12.2783 7.55371Z\" fill=\"white\"\/><\/svg>                        Verified expert\n                        <div class=\"expert_card-top-ver-text\">\n                            Every article at Innowise is created by authors with real-world experience. They understand the topic beyond theory and bring insight from real projects.\n                            <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"16\" height=\"8\" viewBox=\"0 0 16 8\" fill=\"none\">\n                                <path d=\"M8 8L16 0L6.99382e-07 -1.39876e-06L8 8Z\" fill=\"#717171\"\/>\n                            <\/svg>\n                        <\/div>\n                    <\/div>\n                    \n                                        <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"3\" height=\"3\" viewBox=\"0 0 3 3\" fill=\"none\"><path d=\"M1.5 0C2.32843 0 3 0.671573 3 1.5C3 2.32843 2.32843 3 1.5 3C0.671573 3 0 2.32843 0 1.5C0 0.671573 0.671573 0 1.5 0Z\" fill=\"#717171\"\/><\/svg>                    <div class=\"expert_card-top-year\">\n                        9+ years of experience                    <\/div>\n                                    <\/div>\n            <\/div>\n        <\/div>\n        <div class=\"expert_card-top-right-bottom mob\">\n            <div class=\"expert_card-top-ver\">\n                <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"18\" height=\"18\" viewBox=\"0 0 18 18\" fill=\"none\"><path d=\"M17.486 9.00039L15.6037 6.8481L15.866 4.00153L13.0811 3.36896L11.6231 0.900391L9.00024 2.02668L6.37738 0.900391L4.91938 3.36125L2.13453 3.9861L2.39681 6.84039L0.514526 9.00039L2.39681 11.1527L2.13453 14.007L4.91938 14.6395L6.37738 17.1004L9.00024 15.9664L11.6231 17.0927L13.0811 14.6318L15.866 13.9992L15.6037 11.1527L17.486 9.00039Z\" fill=\"#717171\"\/><path d=\"M12.2783 7.55371L8.10059 11.7324L5.72168 9.35352L6.42871 8.64648L8.09961 10.3174L11.5713 6.84668L12.2783 7.55371Z\" fill=\"white\"\/><\/svg>                Verified expert\n                \n            <\/div>\n                        <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"3\" height=\"3\" viewBox=\"0 0 3 3\" fill=\"none\"><path d=\"M1.5 0C2.32843 0 3 0.671573 3 1.5C3 2.32843 2.32843 3 1.5 3C0.671573 3 0 2.32843 0 1.5C0 0.671573 0.671573 0 1.5 0Z\" fill=\"#717171\"\/><\/svg>            <div class=\"expert_card-top-year\">\n                9+ years of experience            <\/div>\n                    <\/div>\n                <div class=\"expert_card-text\">\n            Michael leads delivery operations across teams, technologies, and business units. Drawing on his background in engineering and enterprise systems, he improves delivery processes, manages operational risks, and helps large project teams work more consistently.        <\/div>\n                <div class=\"expert_card-bottom\">\n\t\t\t<div class=\"expert_card-bottom-col\">\n\t\t\t\t\t\t\t\t<div class=\"expert_card-bottom-expertise\">\n\t\t\t\t\t<div class=\"expert_card-bottom-expertise-title\">\n\t\t\t\t\t\tExpertise\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div class=\"expert_card-bottom-expertise-list\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tDelivery management\t\t\t\t\t\t\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"3\" height=\"3\" viewBox=\"0 0 3 3\" fill=\"none\"><path d=\"M1.5 0C2.32843 0 3 0.671573 3 1.5C3 2.32843 2.32843 3 1.5 3C0.671573 3 0 2.32843 0 1.5C0 0.671573 0.671573 0 1.5 0Z\" fill=\"#717171\"\/><\/svg>\t\t\t\t\t\t\tERP &amp; CRM\t\t\t\t\t\t\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"3\" height=\"3\" viewBox=\"0 0 3 3\" fill=\"none\"><path d=\"M1.5 0C2.32843 0 3 0.671573 3 1.5C3 2.32843 2.32843 3 1.5 3C0.671573 3 0 2.32843 0 1.5C0 0.671573 0.671573 0 1.5 0Z\" fill=\"#717171\"\/><\/svg>\t\t\t\t\t\t\tEnterprise apps\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\n            <a href=\"#contact-form\" class=\"expert_card-bottom-a\">\n                Let's talk\n            <\/a>\n        <\/div>\n    <\/div>\n\n    <style>\n        .expert_card-container{\n            max-width:1000px;\n            width:100%;\n            padding:40px 60px;\n            background: #F6FAFE;\n            border: 1px solid #9CC6ED;\n        }\n        .expert_card-top{\n            display:flex;\n            gap:30px;\n            align-items:center;\n            margin-bottom:24px;\n        }\n        .expert_card-top-img{\n            position:relative;\n        }\n        .expert_card-top-img img{\n            display:block;\n            width:130px;\n            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svg{\n\t\t\t\twidth:14px;\n\t\t\t\theight:14px;\n\t\t\t}\n\n        }\n\n\n\n\n\n    <\/style>\n\n    <\/div>\n\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-db6f0ae e-con-full takeways e-flex e-con e-child\" data-id=\"db6f0ae\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-67f0c6d elementor-widget elementor-widget-heading\" data-id=\"67f0c6d\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Key takeaways<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dbf29c4 elementor-widget elementor-widget-text-editor\" data-id=\"dbf29c4\" 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\t<ul class=\"blackUl\"><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">The question of whether to use generative AI is no longer up for debate. Businesses are now asking how to integrate it into their workflows and governance structures.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Despite varying market estimates, adoption, investment, and enterprise usage point to sustained growth in the coming years.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Banking, healthcare, education, logistics, transportation, and real estate are all reporting growing adoption of GenAI. However, maturity and deployment depth vary across sectors.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Looking ahead, we can expect AI to operate inside enterprise software, coordinate across applications through specialized agents, and handle more complex workflows under human supervision.<\/span><\/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-c48eda0 e-con-full e-flex e-con e-child\" data-id=\"c48eda0\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0a8e43f elementor-widget elementor-widget-shortcode\" data-id=\"0a8e43f\" data-element_type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-shortcode\">[summarize_button_ai]<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3909680 elementor-widget elementor-widget-shortcode\" data-id=\"3909680\" data-element_type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-shortcode\">[summarize_button_google]<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2c17247 elementor-absolute elementor-widget elementor-widget-html\" data-id=\"2c17247\" data-element_type=\"widget\" data-settings=\"{&quot;_position&quot;:&quot;absolute&quot;}\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<style>\n    @media (max-width: 768px) {\n        .summarize_ai_button, .summarize_google_button {\n            width: 100%;\n            justify-content: center;\n        }\n    }\n<\/style>\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-0b9be94 e-con-full e-flex e-con e-child\" data-id=\"0b9be94\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9cd7873 translation-block elementor-widget elementor-widget-text-editor\" data-id=\"9cd7873\" 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\t<p>Generative AI is a class of AI models that create new content based on prompts and context. This content can include text, program code, images, audio, video, or structured data. While traditional AI systems have primarily focused on classification or prediction, generative systems can create drafts, summarize content, translate text, and develop designs.<\/p><p>Generative AI features are now being integrated into CRM and ERP systems, technical support tools, and development environments, where they analyze corporate data and participate in multi-stage workflows. This is changing the nature of the questions executives ask. Generative AI trends are no longer about \u201cWhich chatbot should we try?\u201d Instead, businesses ask which workflows need to change, what data should be integrated, and who will approve the system\u2019s results.<\/p><p>So, what are the key trends in generative AI for 2026?<\/p><p>Let\u2019s examine them, explore how AI is being used across six industries, and look at the risks to consider before launching projects. I\u2019ll also share a forecast for the role of generative AI in companies\u2019 day-to-day operations.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-b9fb5cf e-con-full elementor-hidden-desktop e-flex e-con e-child\" data-id=\"b9fb5cf\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-f8c89c7 e-con-full e-flex e-con e-child\" data-id=\"f8c89c7\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b4ee8bf elementor-widget-tablet__width-inherit elementor-widget__width-initial max100 elementor-widget elementor-widget-heading\" data-id=\"b4ee8bf\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Build generative AI into your workflows<\/h3>\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-f18d9a4 e-con-full e-flex e-con e-child\" data-id=\"f18d9a4\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3664a3f elementor-absolute elementor-widget-mobile__width-inherit transform elementor-widget elementor-widget-html\" data-id=\"3664a3f\" data-element_type=\"widget\" data-settings=\"{&quot;_position&quot;:&quot;absolute&quot;}\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"wave-container\"><\/div>\r\n\r\n<style>\r\n  .wave-container {\r\n    width: 400px;\r\n    height: 400px;\r\n  }\r\n\r\n  @media(max-width: 767px) {\r\n    .wave-container {\r\n      width: 100%;\r\n      height: 100%;\r\n    }\r\n  }\r\n\r\n\r\n  .wave {\r\n    position: absolute;\r\n    border: 1px solid rgba(210, 184, 214, 1);\r\n    border-radius: 50%;\r\n    animation: drop 16s infinite;\r\n    top: 50%;\r\n    left: 50%;\r\n    transform: translate(-50%, -50%);\r\n    box-sizing: border-box;\r\n  }\r\n\r\n  @keyframes drop {\r\n    0% {\r\n      width: 0px;\r\n      height: 0px;\r\n      border: 1px solid rgba(210, 184, 214, 1);\r\n    }\r\n\r\n    100% {\r\n      width: 400px;\r\n      height: 400px;\r\n      border: 1px solid rgba(210, 184, 214, 0);\r\n    }\r\n  }\r\n<\/style>\r\n\r\n<script>\r\n\r\n  document.addEventListener('DOMContentLoaded', () => {\r\n    function createWaves(numberOfWaves) {\r\n      const waveContainers = document.querySelectorAll('.wave-container');\r\n\r\n      waveContainers.forEach((waveContainer) => {\r\n        for (let i = 0; i < numberOfWaves; i++) {\r\n          const wave = document.createElement('div');\r\n          wave.classList.add('wave');\r\n\r\n          wave.style.animationDelay = `${i * 0.8}s`;\r\n\r\n          waveContainer.appendChild(wave);\r\n        }\r\n      });\r\n    }\r\n\r\n    createWaves(10)\r\n  });\r\n<\/script>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1eed37c elementor-align-left elementor-widget__width-initial elementor-widget-mobile__width-inherit cta-btn elementor-widget elementor-widget-button\" data-id=\"1eed37c\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"#contact-form\">\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\">Contact us<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-00acca1 elementor-widget elementor-widget-shortcode\" data-id=\"00acca1\" data-element_type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-shortcode\">[blog_related_services post_in='173996,32027,93416' title='See what related services we offer']<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-f2858d1 e-con-full e-flex e-con e-child\" data-id=\"f2858d1\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-86cbb77 elementor-widget elementor-widget-heading\" data-id=\"86cbb77\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Generative AI market overview<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c717074 translation-block elementor-widget elementor-widget-text-editor\" data-id=\"c717074\" 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\t<p>One of the main generative AI market trends is its rapid growth. In 2026, the market has grown fast, though estimates vary depending on who&#8217;s doing the counting. According to Statista, the worldwide generative AI market is projected to reach <a href=\"https:\/\/www.statista.com\/outlook\/tmo\/artificial-intelligence\/generative-ai\/worldwide\/\" target=\"_blank\" rel=\"noopener noreferrer\">$399.73 billion<\/a> in 2026 and $1.34 trillion by 2032. Other analyst firms publish far lower figures for the same year because they define the market more narrowly, so I\u2019d focus on the overall growth trend rather than any single estimate.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ec03307 elementor-widget elementor-widget-image\" data-id=\"ec03307\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"800\" height=\"450\" src=\"https:\/\/innowise.com\/wp-content\/uploads\/2026\/11\/generative_ai_market_growth_forecast.png\" class=\"attachment-large size-large wp-image-202643\" alt=\"Two bars show the worldwide generative AI market more than tripling between 2026 and 2032.\" srcset=\"https:\/\/innowise.com\/wp-content\/uploads\/2026\/11\/generative_ai_market_growth_forecast.png 1000w, https:\/\/innowise.com\/wp-content\/uploads\/2026\/11\/generative_ai_market_growth_forecast-300x169.png 300w, https:\/\/innowise.com\/wp-content\/uploads\/2026\/11\/generative_ai_market_growth_forecast-768x432.png 768w, https:\/\/innowise.com\/wp-content\/uploads\/2026\/11\/generative_ai_market_growth_forecast-18x10.png 18w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\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\t\t<div class=\"elementor-element elementor-element-72dad84 translation-block elementor-widget elementor-widget-text-editor\" data-id=\"72dad84\" 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\t<p>Technology adoption figures also point to growth. According to the <a href=\"https:\/\/hai.stanford.edu\/ai-index\/2026-ai-index-report\/economy\" target=\"_blank\" rel=\"noopener noreferrer\">Stanford AI Index 2026 report<\/a>, 70% of surveyed organizations use generative AI in at least one business function, whilst 88% use AI in some form. The same report notes that in 2025, private investment in generative AI grew by more than 200%, with this technology accounting for almost half of all private investment in the AI sector. However, the report also points out that the use of AI agents is still in its early stages.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-e3fef27 e-grid e-con-full e-con e-child\" data-id=\"e3fef27\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-2135f89 e-con-full e-flex e-con e-child\" data-id=\"2135f89\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-fc0a704 translation-block elementor-widget elementor-widget-text-editor\" data-id=\"fc0a704\" 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\t<p>$1.34Tn<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-30f970a translation-block elementor-widget elementor-widget-text-editor\" data-id=\"30f970a\" 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\t<p>is expected generative AI market size by 2032<\/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-4c1233e e-con-full e-flex e-con e-child\" data-id=\"4c1233e\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e44dcd4 translation-block elementor-widget elementor-widget-text-editor\" data-id=\"e44dcd4\" 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\t<p>70%<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0b4c9e8 translation-block elementor-widget elementor-widget-text-editor\" data-id=\"0b4c9e8\" 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\t<p>of organizations use generative AI<\/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-bc5496a e-con-full e-flex e-con e-child\" data-id=\"bc5496a\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9629fab translation-block elementor-widget elementor-widget-text-editor\" data-id=\"9629fab\" 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\t<p>&gt;200%<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b1d4381 translation-block elementor-widget elementor-widget-text-editor\" data-id=\"b1d4381\" 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\t<p>Growth of investment in generative AI in 2025<\/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\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-8f17608 e-con-full e-flex e-con e-child\" data-id=\"8f17608\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-428ae97 elementor-widget elementor-widget-heading\" data-id=\"428ae97\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Top generative AI trends in 2026<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ec875e1 elementor-widget elementor-widget-text-editor\" data-id=\"ec875e1\" 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\t<p>The top generative AI trends for 2026 have one thing in common. They\u2019re all about how GenAI connects to data, tools, and people inside a business. Let\u2019s look at what is changing this year.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-358130b elementor-widget elementor-widget-image\" data-id=\"358130b\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"800\" height=\"342\" src=\"https:\/\/innowise.com\/wp-content\/uploads\/2026\/11\/top_generative_ai_trends.png\" class=\"attachment-large size-large wp-image-202644\" alt=\"A flowchart showing 9 latest generative AI trends.\" srcset=\"https:\/\/innowise.com\/wp-content\/uploads\/2026\/11\/top_generative_ai_trends.png 1000w, https:\/\/innowise.com\/wp-content\/uploads\/2026\/11\/top_generative_ai_trends-300x128.png 300w, https:\/\/innowise.com\/wp-content\/uploads\/2026\/11\/top_generative_ai_trends-768x329.png 768w, https:\/\/innowise.com\/wp-content\/uploads\/2026\/11\/top_generative_ai_trends-18x8.png 18w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\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-9210269 e-con-full e-flex e-con e-child\" data-id=\"9210269\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-db887f3 elementor-widget elementor-widget-heading\" data-id=\"db887f3\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">AI agents and autonomous workflows<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-920ad25 translation-block elementor-widget elementor-widget-text-editor\" data-id=\"920ad25\" 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\t<p>One of the most discussed <a href=\"\/blog\/ai-trends\/\">AI trends<\/a> is the rise of AI agents. Familiar chat assistants answer questions, but AI agents can also carry out tasks. They plan steps, call tools, and complete tasks in business systems such as a ticketing tool or a procurement platform. In 2026, vendors are building task-specific agents directly into enterprise software. Gartner predicts that <a href=\"https:\/\/gartner.com\/en\/newsroom\/press-releases\/2025-08-26-gartner-predicts-40-percent-of-enterprise-apps-will-feature-task-specific-ai-agents-by-2026-up-from-less-than-5-percent-in-2025\" target=\"_blank\" rel=\"noopener noreferrer\">40%<\/a> of enterprise applications will include task-specific AI agents by the end of 2026, up from less than  5% in 2025.<\/p>\n\n<p>Actual adoption in production environments still lags behind interest in the technology. According to <a href=\"https:\/\/resources.nvidia.com\/en-us-financial-services-industry\/ai-in-financial-services-survey-2026\" target=\"_blank\" rel=\"noopener noreferrer\">NVIDIA&#8217;s 2026 survey<\/a> of the financial services sector, 42% of respondents were using or assessing AI agents, while 21% had already integrated them into their workflows. A key trend in 2026 is using specialized agents with limited authority and clearly defined approval workflows. Widespread autonomy is still some way off.<\/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-8f7217b e-con-full e-flex e-con e-child\" data-id=\"8f7217b\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5304c36 elementor-widget elementor-widget-heading\" data-id=\"5304c36\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Multimodal AI and generative media<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-38a2016 translation-block elementor-widget elementor-widget-text-editor\" data-id=\"38a2016\" 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\t<p><span style=\"font-weight: 400;\">Multimodal models read and produce several formats in one workflow. A single request can start with a product brief and return draft copy, a set of images, a voiceover, and a short video. Editing has also improved: teams can adjust one scene, one sentence, or one color palette without regenerating the whole asset.<\/span><\/p><p><span style=\"font-weight: 400;\">For businesses, the change in 2026 is that teams are increasingly using these capabilities in marketing, design, and training workflows. A marketing team can adapt one campaign into several languages and formats. A learning team can turn a policy document into a narrated walkthrough. Brand reviews and rights checks still require human oversight, because generated media can drift from brand guidelines or resemble protected content.<\/span><\/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-9f2b632 e-con-full e-flex e-con e-child\" data-id=\"9f2b632\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4991d84 elementor-widget elementor-widget-heading\" data-id=\"4991d84\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">GenAI grounded in enterprise knowledge<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-80e59f7 translation-block elementor-widget elementor-widget-text-editor\" data-id=\"80e59f7\" 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\t<p><span style=\"font-weight: 400;\">The new generation of corporate assistants integrates with the company\u2019s existing systems, such as internal wikis, request-handling systems, contract databases, and CRMs, and provides answers with links to relevant sections of source documents. Access control mechanisms operate at the data level, so employees see only the information to which they already have authorized access.<\/span><\/p><p><span style=\"font-weight: 400;\">To me, this trend explains why retrieval-augmented generation (RAG) features in so many project plans. Answers with links to sources make it easier to verify information. This addresses the main objection to the use of generative AI in highly regulated departments. The most labor-intensive part of the work is usually not related to the model itself, but to data cleansing, configuring access rights, and keeping content up to date.<\/span><\/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-d5d7704 e-con-full e-flex e-con e-child\" data-id=\"d5d7704\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-81112e8 elementor-widget elementor-widget-heading\" data-id=\"81112e8\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Smaller and domain-specific models<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-856a5a3 translation-block elementor-widget elementor-widget-text-editor\" data-id=\"856a5a3\" 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\t<p>I see that companies increasingly understand that not every task needs the largest model. Smaller models tuned to a task or industry can answer faster and cost less to run, and some can run within a company&#8217;s own environment. Gartner predicts that by 2027 organizations will use small, task-specific models at least <a href=\"https:\/\/www.gartner.com\/en\/newsroom\/press-releases\/2025-04-09-gartner-predicts-by-2027-organizations-will-use-small-task-specific-ai-models-three-times-more-than-general-purpose-large-language-models\" target=\"_blank\" rel=\"noopener noreferrer\">three times<\/a> as often as general-purpose LLMs. Gartner VP analyst Sumit Agarwal puts the appeal this way: &#8220;These smaller, task-specific models provide quicker responses and use less computational power.&#8221;<\/p>\n\n<p>The trade-off is breadth. A specialized model can outperform a general one on tasks like analyzing contract clauses or clinical coding and still struggle with requests outside its area of expertise. Many teams run both and route each request to the cheaper model when it is good enough.<\/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-372dc23 e-con-full e-flex e-con e-child\" data-id=\"372dc23\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-43cab80 elementor-widget elementor-widget-heading\" data-id=\"43cab80\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Modular GenAI platforms and model access<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ea5dc45 translation-block elementor-widget elementor-widget-text-editor\" data-id=\"ea5dc45\" 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\t<p>More businesses are turning to platforms that combine models, APIs, and reusable components. A team might use one model for summarization, another for code, and a third for image work, with shared logging, permissions, and review processes across all of them.<\/p>\n\n<p>In <a href=\"https:\/\/resources.nvidia.com\/en-us-financial-services-industry\/ai-in-financial-services-survey-2026\" target=\"_blank\" rel=\"noopener noreferrer\">NVIDIA&#8217;s 2026 survey<\/a>, 84% of financial services respondents said open-source models and tools were important to their AI strategy. Future generative AI platform trends point toward swappable parts: when a better or cheaper model appears, a business can replace it without rebuilding the entire workflow.<\/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-297697e e-con-full e-flex e-con e-child\" data-id=\"297697e\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-da587f9 elementor-widget elementor-widget-heading\" data-id=\"da587f9\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">AI-assisted software development<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c5a53dc translation-block elementor-widget elementor-widget-text-editor\" data-id=\"c5a53dc\" 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\t<p>Code assistants started with line-by-line suggestions. In 2026, this <a href=\"\/blog\/top-software-development-trends\/\">software development trend<\/a> extends to code review, test generation, debugging, and longer tasks that span several files. In <a href=\"https:\/\/survey.stackoverflow.co\/2025\/ai\" target=\"_blank\" rel=\"noopener noreferrer\">Stack Overflow&#8217;s 2025 survey<\/a>, 84% of respondents used or planned to use AI tools, up from 76% a year earlier. Trust has not kept pace, though, with 46% saying they distrust the accuracy of AI tools. Only 31% of developers were using AI agents at that point. This gap suggests that teams let AI draft and propose changes while engineers review and own the merge.<\/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-c290a8d e-con-full e-flex e-con e-child\" data-id=\"c290a8d\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-29aa335 elementor-widget elementor-widget-heading\" data-id=\"29aa335\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Personalization at scale<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-91ff281 translation-block elementor-widget elementor-widget-text-editor\" data-id=\"91ff281\" 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\t<p>Generative AI can adapt content and conversations based on the user\u2019s context, such as their role, interaction history, language, and current task. A virtual banking assistant can explain changes to fees based on a customer\u2019s specific account type. An in-house HR assistant can answer a question about vacation time, taking into account the employee\u2019s country of residence and the terms of their employment contract. The same text-generation mechanism creates thousands of variations, so you don\u2019t have to write each one by hand. In 2026, personalization is moving towards data from interconnected systems rather than relying solely on static segments of the customer base. This makes consent, access rules, and verification of AI-generated outputs even more important.<\/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-8bf328f e-con-full e-flex e-con e-child\" data-id=\"8bf328f\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3dc6da9 elementor-widget elementor-widget-heading\" data-id=\"3dc6da9\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">GenAI governance built into workflows<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3c8e6cc translation-block elementor-widget elementor-widget-text-editor\" data-id=\"3c8e6cc\" 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\t<p>As generative AI is integrated into business systems, controls s are being embedded directly into workflows. By this, I mean role-based access controls, monitoring of queries and generated outputs, automated output validation, and mandatory human approval for actions that might have serious consequences. <a href=\"https:\/\/hai.stanford.edu\/ai-index\/2026-ai-index-report\" target=\"_blank\" rel=\"noopener noreferrer\">Stanford University&#8217;s 2026 AI Index report<\/a> notes that AI development and adoption are outpacing efforts to manage the associated risks. The number of reported AI-related incidents rose from 233 in 2024 to 362 in 2025.<\/p>\n\n<p>Regulatory requirements are adding more pressure. Although the <a href=\"https:\/\/digital-strategy.ec.europa.eu\/en\/faqs\/digital-package\" target=\"_blank\" rel=\"noopener noreferrer\">EU\u2019s Digital Omnibus package<\/a> postponed the application of certain high-risk AI requirements from August 2026 to December 2027, the transparency obligations under Article 50 still apply as originally scheduled. Companies that use customer-facing chatbots or content-generation tools must now comply with the relevant disclosure and labeling requirements.<\/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-b333b97 e-con-full e-flex e-con e-child\" data-id=\"b333b97\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-dcca1c2 elementor-widget elementor-widget-heading\" data-id=\"dcca1c2\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Reasoning models and long-running AI research<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ed5621d translation-block elementor-widget elementor-widget-text-editor\" data-id=\"ed5621d\" 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\t<p>Generative AI is getting better at sustained, multi-step reasoning, and 2026 has provided some of the strongest public evidence yet. In May, <a href=\"https:\/\/openai.com\/index\/model-disproves-discrete-geometry-conjecture\/\" target=\"_blank\" rel=\"noopener noreferrer\">OpenAI<\/a> reported that its reasoning model had disproved a longstanding conjecture related to a geometry problem posed by Erd\u0151s in 1946, and <a href=\"https:\/\/arxiv.org\/html\/2605.22763v1\" target=\"_blank\" rel=\"noopener noreferrer\">DeepMind researchers reported<\/a> an agent that resolved 9 of 353 open Erd\u0151s problems. Startups are chasing the same goal. <a href=\"https:\/\/github.com\/PingYouAI\/Aptenodytes-Incipiens\" target=\"_blank\" rel=\"noopener noreferrer\">PingYou published<\/a> proof attempts for all 10 FirstProof problems, using a prototype orchestration system on top of off-the-shelf foundation models.<\/p>\n\n<p>For business leaders, the point is the kind of work AI can now take on: extended tasks such as research, engineering experiments, and document-heavy reviews. Industries with lengthy, rule-bound processes may be among the first to benefit. Software and engineering teams can check AI-generated code against test suites. Pharma and healthcare organizations can review lengthy clinical and regulatory documents with links to sources. Banks can check credit and compliance files against written policies, and logistics companies can reconcile shipment and supplier data across systems. Decision-makers should treat headline claims with caution until they&#8217;ve tested the technology on their own data.<\/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-52a178a e-con-full e-flex e-con e-child\" data-id=\"52a178a\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-7a6e1fe e-con-full e-flex e-con e-child\" data-id=\"7a6e1fe\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-dd81cbc elementor-widget-tablet__width-inherit elementor-widget__width-initial max100 elementor-widget elementor-widget-heading\" data-id=\"dd81cbc\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Explore how GenAI can benefit your systems and data<\/h3>\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-6a6aecd e-con-full e-flex e-con e-child\" data-id=\"6a6aecd\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6590daf elementor-absolute elementor-widget-mobile__width-inherit transform elementor-widget elementor-widget-html\" data-id=\"6590daf\" data-element_type=\"widget\" data-settings=\"{&quot;_position&quot;:&quot;absolute&quot;}\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"wave-container\"><\/div>\r\n\r\n<style>\r\n  .wave-container {\r\n    width: 400px;\r\n    height: 400px;\r\n  }\r\n\r\n  @media(max-width: 767px) {\r\n    .wave-container {\r\n      width: 100%;\r\n      height: 100%;\r\n    }\r\n  }\r\n\r\n\r\n  .wave {\r\n    position: absolute;\r\n    border: 1px solid rgba(210, 184, 214, 1);\r\n    border-radius: 50%;\r\n    animation: drop 16s infinite;\r\n    top: 50%;\r\n    left: 50%;\r\n    transform: translate(-50%, -50%);\r\n    box-sizing: border-box;\r\n  }\r\n\r\n  @keyframes drop {\r\n    0% {\r\n      width: 0px;\r\n      height: 0px;\r\n      border: 1px solid rgba(210, 184, 214, 1);\r\n    }\r\n\r\n    100% {\r\n      width: 400px;\r\n      height: 400px;\r\n      border: 1px solid rgba(210, 184, 214, 0);\r\n    }\r\n  }\r\n<\/style>\r\n\r\n<script>\r\n\r\n  document.addEventListener('DOMContentLoaded', () => {\r\n    function createWaves(numberOfWaves) {\r\n      const waveContainers = document.querySelectorAll('.wave-container');\r\n\r\n      waveContainers.forEach((waveContainer) => {\r\n        for (let i = 0; i < numberOfWaves; i++) {\r\n          const wave = document.createElement('div');\r\n          wave.classList.add('wave');\r\n\r\n          wave.style.animationDelay = `${i * 0.8}s`;\r\n\r\n          waveContainer.appendChild(wave);\r\n        }\r\n      });\r\n    }\r\n\r\n    createWaves(10)\r\n  });\r\n<\/script>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6afe36f elementor-align-left elementor-widget__width-initial elementor-widget-mobile__width-inherit cta-btn elementor-widget elementor-widget-button\" data-id=\"6afe36f\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"#contact-form\">\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\">Discuss your use case<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\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-bcccc26 e-con-full e-flex e-con e-child\" data-id=\"bcccc26\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5d80ae8 elementor-widget elementor-widget-heading\" data-id=\"5d80ae8\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">GenAI adoption trends across industries<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6cb4eb6 elementor-widget elementor-widget-text-editor\" data-id=\"6cb4eb6\" 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\t<p>GenAI adoption looks different across industries, and the surveys measuring it don&#8217;t always tell the same story. Here&#8217;s what the data shows across six sectors.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-4450e74 e-con-full e-flex e-con e-child\" data-id=\"4450e74\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0f8ad93 elementor-widget elementor-widget-html\" data-id=\"0f8ad93\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<style>\r\n\/* ===== Block ===== *\/\r\n.industries-tabs {\r\n  max-width: 1000px;\r\n  color: #2E2E2E;\r\n}\r\n\r\n.industries-tabs__header {\r\n  display: flex;\r\n  flex-direction: column;\r\n  gap: 60px;\r\n  margin-bottom: 60px;\r\n}\r\n\r\n.industries-tabs__title {\r\n  margin: 0;\r\n  color: #2E2E2E;\r\n  font-family: Sora, sans-serif;\r\n  font-weight: 400;\r\n  font-size: 36px;\r\n  line-height: 46px;\r\n}\r\n\r\n.industries-tabs__intro {\r\n  margin: 0;\r\n  color: #2E2E2E;\r\n  font-family: Karla, sans-serif;\r\n  font-weight: 400;\r\n  font-size: 22px;\r\n  line-height: 1.5;\r\n}\r\n\r\n\/* ===== Tabs bar ===== *\/\r\n.industries-tabs__bar {\r\n  display: flex;\r\n  align-items: center;\r\n  gap: 40px;\r\n  margin-bottom: 50px;\r\n  border-bottom: 1px solid rgba(0, 0, 0, 0.15);\r\n}\r\n\r\n.industries-tabs__nav-swiper {\r\n  position: relative;\r\n  flex: 1 1 auto;\r\n  min-width: 0;\r\n  overflow: hidden;\r\n  box-sizing: border-box !important;\r\n}\r\n\r\n\/* Spacing between tabs is set via Swiper's spaceBetween, not CSS gap *\/\r\n.industries-tabs__tabs.swiper-wrapper {\r\n  display: flex;\r\n  width: 100%;\r\n  margin: 0;\r\n  padding: 0;\r\n  list-style: none;\r\n}\r\n\r\n.industries-tabs__tab {\r\n  flex-shrink: 0;\r\n  width: auto !important;\r\n  margin: 0;\r\n  padding: 24px 12px 21px;\r\n  color: #717171;\r\n  font-family: Sora, sans-serif;\r\n  font-weight: 600;\r\n  font-size: 18px;\r\n  line-height: 23px;\r\n  white-space: nowrap;\r\n  cursor: pointer;\r\n  border-bottom: 3px solid transparent;\r\n  transition: color 0.2s ease;\r\n}\r\n\r\n.industries-tabs__tab:hover {\r\n  color: #C63031;\r\n}\r\n\r\n.industries-tabs__tab--active,\r\n.industries-tabs__tab--active:hover {\r\n  color: #2E2E2E;\r\n  border-bottom-color: #C63031;\r\n}\r\n\r\n\/* ===== Arrows ===== *\/\r\n.industries-tabs__arrows {\r\n  display: flex;\r\n  align-items: center;\r\n  gap: 10px;\r\n  flex-shrink: 0;\r\n  padding: 16px;\r\n  user-select: none;\r\n}\r\n\r\n.industries-tabs__arrow {\r\n  display: flex;\r\n  padding: 4px;\r\n  border: none !important;\r\n  outline: none !important;\r\n  background: none;\r\n  cursor: pointer;\r\n}\r\n\r\n.industries-tabs__arrow:focus-visible {\r\n  outline: 2px solid #C63031 !important;\r\n  outline-offset: 2px;\r\n}\r\n\r\n.industries-tabs__arrow.swiper-button-disabled {\r\n  opacity: 0.3;\r\n  cursor: default;\r\n}\r\n\r\n\/* ===== Slides ===== *\/\r\n.industries-tabs__slides {\r\n  width: 100%;\r\n  overflow: hidden;\r\n}\r\n\r\n.industries-tabs__slides .swiper-wrapper {\r\n  width: 100% !important;\r\n}\r\n\r\n.industries-tabs__slide:not(.swiper-slide-active) {\r\n  opacity: 0 !important;\r\n}\r\n\r\n.industries-tabs__slide {\r\n  display: flex;\r\n  align-items: stretch;\r\n  gap: 60px;\r\n  height: auto;\r\n}\r\n\r\n.industries-tabs__content {\r\n  display: flex;\r\n  flex-direction: column;\r\n  gap: 30px;\r\n  \/*flex: 0 0 500px;*\/\r\n  padding: 10px 0;\r\n}\r\n\r\n.industries-tabs__slide-title {\r\n  margin: 0;\r\n  color: #2E2E2E;\r\n  font-family: Sora, sans-serif;\r\n  font-weight: 600;\r\n  font-size: 24px;\r\n  line-height: 1.35;\r\n}\r\n\r\n.industries-tabs__desc {\r\n  display: flex;\r\n  flex-direction: column;\r\n  gap: 16px;\r\n  color: #2E2E2E;\r\n  font-family: Karla, sans-serif;\r\n  font-weight: 400;\r\n  font-size: 18px;\r\n  line-height: 1.5;\r\n}\r\n\r\n.industries-tabs__desc p {\r\n  margin: 0 !important;\r\n}\r\n\r\n.industries-tabs__desc a {\r\n  text-decoration: underline;\r\n}\r\n\r\n.industries-tabs__desc a:hover {\r\n  color: #D13B3B;\r\n}\r\n\r\n.industries-tabs__list {\r\n  display: flex;\r\n  flex-direction: column;\r\n  gap: 16px;\r\n  margin: 0;\r\n  padding: 0;\r\n  list-style: none;\r\n}\r\n\r\n.industries-tabs__list li {\r\n  position: relative;\r\n  margin: 0;\r\n  padding-left: 19px;\r\n}\r\n\r\n\/* Red bullet: 7px dot, vertically centered on the first text line *\/\r\n.industries-tabs__list li::before {\r\n  content: \"\";\r\n  position: absolute;\r\n  top: 10px;\r\n  left: 0;\r\n  width: 7px;\r\n  height: 7px;\r\n  border-radius: 50%;\r\n  background: #C63031;\r\n}\r\n\r\n.industries-tabs__media {\r\n  position: relative;\r\n  flex-shrink: 0;\r\n  width: 440px;\r\n  height: 390px;\r\n  overflow: hidden;\r\n}\r\n\r\n.industries-tabs__media img {\r\n  position: absolute;\r\n  inset: 0;\r\n  display: block;\r\n  width: 100%;\r\n  height: 100%;\r\n  max-width: none;\r\n  margin: 0;\r\n  border: none;\r\n  border-radius: 0;\r\n  box-shadow: none;\r\n  object-fit: cover;\r\n}\r\n\r\n\/* Blue tint over the photo (#29345B at 20%) *\/\r\n.industries-tabs__media::after {\r\n  content: \"\";\r\n  position: absolute;\r\n  inset: 0;\r\n  background: rgba(41, 52, 91, 0.2);\r\n  pointer-events: none;\r\n}\r\n\r\n\/* ===== 1280 ===== *\/\r\n@media (max-width: 1439px) {\r\n  .industries-tabs {\r\n    max-width: 885px;\r\n  }\r\n\r\n  .industries-tabs__slide {\r\n    gap: 40px;\r\n  }\r\n\r\n  .industries-tabs__content {\r\n    \/*flex: 1 1 0;*\/\r\n    min-width: 0;\r\n  }\r\n\r\n  .industries-tabs__media {\r\n    height: 375px;\r\n    width: 424px;\r\n  }\r\n}\r\n\r\n\/* ===== 780 (tablet) ===== *\/\r\n@media (max-width: 1023px) {\r\n  .industries-tabs {\r\n    max-width: none;\r\n  }\r\n\r\n  .industries-tabs__header {\r\n    gap: 40px;\r\n    margin-bottom: 40px;\r\n  }\r\n\r\n  .industries-tabs__bar {\r\n    gap: 30px;\r\n    margin-bottom: 40px;\r\n    border-bottom-color: rgba(0, 0, 0, 0.1);\r\n  }\r\n\r\n  .industries-tabs__arrows {\r\n    padding: 16px 0;\r\n  }\r\n\r\n  .industries-tabs__slide {\r\n    flex-direction: column;\r\n    gap: 40px;\r\n  }\r\n\r\n  .industries-tabs__content {\r\n    flex: none;\r\n    max-width: 680px;\r\n    padding: 0;\r\n  }\r\n\r\n  .industries-tabs__media {\r\n        flex: none;\r\n        max-width: 680px;\r\n        min-height: 0;\r\n        width: 100%;\r\n        max-height: 360px;\r\n        height: auto;\r\n  }\r\n  \r\n  \r\n  .industries-tabs__media img{\r\n      position: static;\r\n  }\r\n}\r\n\r\n\/* ===== 375 (mobile) ===== *\/\r\n@media (max-width: 767px) {\r\n  .industries-tabs__header {\r\n    gap: 30px;\r\n    margin-bottom: 30px;\r\n  }\r\n\r\n  .industries-tabs__title {\r\n    font-size: 24px;\r\n    line-height: 36px;\r\n  }\r\n\r\n  .industries-tabs__intro {\r\n    font-size: 16px;\r\n    line-height: 1.4;\r\n  }\r\n\r\n  .industries-tabs__bar {\r\n    margin-bottom: 30px;\r\n    border-bottom-color: rgba(0, 0, 0, 0.15);\r\n  }\r\n\r\n  .industries-tabs__arrows {\r\n    display: none;\r\n  }\r\n\r\n  .industries-tabs__tab {\r\n    padding: 16px 6px 13px;\r\n    font-size: 14px;\r\n    line-height: 18px;\r\n  }\r\n\r\n  .industries-tabs__slide {\r\n    gap: 20px;\r\n  }\r\n\r\n  .industries-tabs__content {\r\n    gap: 20px;\r\n  }\r\n\r\n  .industries-tabs__slide-title {\r\n    font-size: 18px;\r\n    line-height: 1.3;\r\n  }\r\n\r\n  .industries-tabs__desc {\r\n    gap: 10px;\r\n    font-size: 14px;\r\n    line-height: 1.5;\r\n  }\r\n\r\n  .industries-tabs__list {\r\n    gap: 10px;\r\n  }\r\n\r\n  .industries-tabs__list li {\r\n    padding-left: 13px;\r\n  }\r\n\r\n  .industries-tabs__list li::before {\r\n    top: 8px;\r\n    width: 5px;\r\n    height: 5px;\r\n  }\r\n}\r\n<\/style>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0546e7b elementor-widget elementor-widget-html\" data-id=\"0546e7b\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"industries-tabs\">\r\n\r\n  <!-- Tabs bar: one <li> per slide, in the same order as the slides -->\r\n  <div class=\"industries-tabs__bar\">\r\n    <div class=\"industries-tabs__nav-swiper swiper\">\r\n      <ul class=\"industries-tabs__tabs swiper-wrapper\">\r\n        <li class=\"industries-tabs__tab swiper-slide industries-tabs__tab--active\">Banking<\/li>\r\n        <li class=\"industries-tabs__tab swiper-slide\">Healthcare<\/li>\r\n        <li class=\"industries-tabs__tab swiper-slide\">Education<\/li>\r\n        <li class=\"industries-tabs__tab swiper-slide\">Logistics<\/li>\r\n        <li class=\"industries-tabs__tab swiper-slide\">Transportation<\/li>\r\n        <li class=\"industries-tabs__tab swiper-slide\">Real estate<\/li>\r\n      <\/ul>\r\n    <\/div>\r\n\r\n    <div class=\"industries-tabs__arrows\">\r\n      <button class=\"industries-tabs__arrow industries-tabs__arrow--prev\" type=\"button\" aria-label=\"Previous slide\">\r\n        <svg width=\"25\" height=\"24\" viewBox=\"0 0 25 24\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\r\n          <path d=\"M12 4L4 12L12 20\" stroke=\"#2E2E2E\" stroke-width=\"2\" \/>\r\n          <path d=\"M21 12.0002L4 12.0002\" stroke=\"#2E2E2E\" stroke-width=\"2\" \/>\r\n        <\/svg>\r\n      <\/button>\r\n\r\n      <button class=\"industries-tabs__arrow industries-tabs__arrow--next\" type=\"button\" aria-label=\"Next slide\">\r\n        <svg width=\"25\" height=\"24\" viewBox=\"0 0 25 24\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\r\n          <path d=\"M13 4L21 12L13 20\" stroke=\"#2E2E2E\" stroke-width=\"2\" \/>\r\n          <path d=\"M4 12.0002L21 12.0002\" stroke=\"#2E2E2E\" stroke-width=\"2\" \/>\r\n        <\/svg>\r\n      <\/button>\r\n    <\/div>\r\n  <\/div>\r\n\r\n  <!-- Slides -->\r\n  <div class=\"industries-tabs__slides swiper\">\r\n    <div class=\"swiper-wrapper\">\r\n\r\n      <!--\r\n        Full slide structure: bullet list, text, image.\r\n\r\n        <div class=\"industries-tabs__slide swiper-slide\">\r\n          <div class=\"industries-tabs__content\">\r\n            <div class=\"industries-tabs__desc translation-block\">\r\n              <ul class=\"industries-tabs__list\">\r\n                <li class=\"translation-block\">List item<\/li>\r\n                <li class=\"translation-block\">List item<\/li>\r\n              <\/ul>\r\n              <p class=\"translation-block\">Slide text.<\/p>\r\n            <\/div>\r\n          <\/div>\r\n          <div class=\"industries-tabs__media\">\r\n            <img decoding=\"async\" src=\"image.jpg\" alt=\"Image description.\" loading=\"lazy\" \/>\r\n          <\/div>\r\n        <\/div>\r\n      -->\r\n\r\n      <!-- Banking -->\r\n      <div class=\"industries-tabs__slide swiper-slide swiper-slide-active\">\r\n        <div class=\"industries-tabs__content\">\r\n          <div class=\"industries-tabs__desc translation-block\">\r\n            <ul class=\"industries-tabs__list\">\r\n              <li class=\"translation-block\">According to NVIDIA\u2019s 2026 <a href=\"https:\/\/blogs.nvidia.com\/blog\/ai-in-financial-services-survey-2026\/\" target=\"_blank\" rel=\"noopener noreferrer\">State of AI in Financial Services report<\/a>, 61% of surveyed financial services professionals said their organizations were using or assessing generative AI.<\/li>\r\n              <li class=\"translation-block\">65% said their organizations were actively using AI in some form, up from 45% a year earlier.<\/li>\r\n              <li class=\"translation-block\">42% were using or evaluating agentic AI, while  21% had already deployed agents.<\/li>\r\n            <\/ul>\r\n            <p class=\"translation-block\">Common use cases of <a href=\"\/blog\/generative-ai-in-banking\/\">generative AI in banking<\/a> include summarizing financial documents, helping advisors find information in internal knowledge, and drafting customer responses.<\/p>\r\n          <\/div>\r\n        <\/div>\r\n        <div class=\"industries-tabs__media\">\r\n          <img decoding=\"async\" src=\"https:\/\/innowise.com\/wp-content\/cloud\/Industry_680\u0445360\/banking.png\" alt=\"Modern banking ecosystem embracing innovation and technology-driven finance.\" loading=\"lazy\" \/>\r\n        <\/div>\r\n      <\/div>\r\n\r\n      <!-- Healthcare -->\r\n      <div class=\"industries-tabs__slide swiper-slide\">\r\n        <div class=\"industries-tabs__content\">\r\n          <div class=\"industries-tabs__desc translation-block\">\r\n            <ul class=\"industries-tabs__list\">\r\n              <li class=\"translation-block\"><a href=\"https:\/\/karriere.mckinsey.de\/industries\/healthcare\/our-insights\/generative-ai-in-healthcare-current-trends-and-future-outlook\" target=\"_blank\" rel=\"noopener noreferrer\">McKinsey<\/a> found that 50% of surveyed US healthcare leaders reported that their organizations had implemented GenAI.This was the first time the figure had reached that level.<\/li>\r\n              <li class=\"translation-block\">More than 80% said their organizations had deployed their first use cases to end users.<\/li>\r\n              <li class=\"translation-block\">82% expected a positive return on investment.<\/li>\r\n            <\/ul>\r\n            <p class=\"translation-block\">Drafting clinical notes, summarizing patient records for clinicians, and answering routine patient or member questions are among the common use cases.<\/p>\r\n          <\/div>\r\n        <\/div>\r\n        <div class=\"industries-tabs__media\">\r\n          <img decoding=\"async\" src=\"https:\/\/innowise.com\/wp-content\/cloud\/Industry_680\u0445360\/healthcare.png\" alt=\"Healthcare professionals reviewing neurological MRI results on a multi-screen setup.\" loading=\"lazy\" \/>\r\n        <\/div>\r\n      <\/div>\r\n\r\n      <!-- Education -->\r\n      <div class=\"industries-tabs__slide swiper-slide\">\r\n        <div class=\"industries-tabs__content\">\r\n          <div class=\"industries-tabs__desc translation-block\">\r\n            <ul class=\"industries-tabs__list\">\r\n              <li class=\"translation-block\">According to <a href=\"https:\/\/www.chegg.org\/global-student-survey-2025\" target=\"_blank\" rel=\"noopener noreferrer\">Chegg\u2019s 2025 Global Student Survey<\/a>,80% of undergraduates across 15 countries had used GenAI to support their studies.<\/li>\r\n              <li class=\"translation-block\">Among those users, 53% worried about incorrect or inaccurate information.<\/li>\r\n              <li class=\"translation-block\"><a href=\"https:\/\/hai.stanford.edu\/ai-index\/2026-ai-index-report\" target=\"_blank\" rel=\"noopener noreferrer\">Stanford\u2019s 2026 AI Index<\/a> also found that four in five US high school and college students use AI for schoolwork, reinforcing the picture of widespread adoption.<\/li>\r\n            <\/ul>\r\n            <p class=\"translation-block\">I\u2019ve noticed that in education, GenAI is commonly used to explain difficult concepts, generate practice exercises with feedback, and assist educators in drafting lesson materials.<\/p>\r\n          <\/div>\r\n        <\/div>\r\n        <div class=\"industries-tabs__media\">\r\n          <img decoding=\"async\" src=\"https:\/\/innowise.com\/wp-content\/cloud\/Industry_680\u0445360\/edtech.png\" alt=\"Digital learning transforming education through interactive and personalized experiences.\" loading=\"lazy\" \/>\r\n        <\/div>\r\n      <\/div>\r\n\r\n      <!-- Logistics -->\r\n      <div class=\"industries-tabs__slide swiper-slide\">\r\n        <div class=\"industries-tabs__content\">\r\n          <div class=\"industries-tabs__desc translation-block\">\r\n            <ul class=\"industries-tabs__list\">\r\n              <li class=\"translation-block\">A survey by <a href=\"https:\/\/www.abiresearch.com\/blog\/artificial-intelligence-ai-in-supply-chain-survey-results\" target=\"_blank\" rel=\"noopener noreferrer\">ABI Research<\/a> of 490 professionals in the US, Mexico, Germany, and Malaysia found that 64% of supply chain leaders said AI and GenAI capabilities are important or very important when evaluating new technology. The figure covers both  AI and GenAI.<\/li>\r\n              <li class=\"translation-block\">More than 80% of respondents planned to use some form of AI for work such as demand forecasting and inventory management.<\/li>\r\n            <\/ul>\r\n            <p class=\"translation-block\">Logistics professionals use AI to summarize shipment exceptions, draft supplier communications, and answer operational questions using logistics data.<\/p>\r\n          <\/div>\r\n        <\/div>\r\n        <div class=\"industries-tabs__media\">\r\n          <img decoding=\"async\" src=\"https:\/\/innowise.com\/wp-content\/cloud\/Industry_680%D1%85360\/logistics.png\" alt=\"Smart supply chain powered by automation, analytics, and real-time visibility.\" loading=\"lazy\" \/>\r\n        <\/div>\r\n      <\/div>\r\n\r\n      <!-- Transportation -->\r\n      <div class=\"industries-tabs__slide swiper-slide\">\r\n        <div class=\"industries-tabs__content\">\r\n          <div class=\"industries-tabs__desc translation-block\">\r\n            <ul class=\"industries-tabs__list\">\r\n              <li class=\"translation-block\">According to <a href=\"https:\/\/engage.descartes.com\/descartes-insights\/items\/2025-transportation-management-benchmark-survey\" target=\"_blank\" rel=\"noopener noreferrer\">Descartes survey<\/a> of 616 shippers and logistics service providers in North America and Western Europe, 96% reported using generative AI in transportation management.<\/li>\r\n              <li class=\"translation-block\">Top uses were data entry (41%) and route and load optimization (39%).<\/li>\r\n              <li class=\"translation-block\">However, adoption in this industry remains relatively shallow: only about half used it in three or more transportation functions.<\/li>\r\n            <\/ul>\r\n            <p class=\"translation-block\">Transport operators use generative AI to draft disruption updates for passengers or customers, summarize incident reports, and help staff retrieve policies and procedures.<\/p>\r\n          <\/div>\r\n        <\/div>\r\n        <div class=\"industries-tabs__media\">\r\n          <img decoding=\"async\" src=\"https:\/\/innowise.com\/wp-content\/uploads\/2026\/11\/transportation-and-logistics.png\" alt=\"Modern highway with a tech-enabled cycle bridge supports digital mobility and traffic flow optimization.\" loading=\"lazy\" \/>\r\n        <\/div>\r\n      <\/div>\r\n\r\n      <!-- Real estate -->\r\n      <div class=\"industries-tabs__slide swiper-slide\">\r\n        <div class=\"industries-tabs__content\">\r\n          <div class=\"industries-tabs__desc translation-block\">\r\n            <ul class=\"industries-tabs__list\">\r\n              <li class=\"translation-block\"><a href=\"https:\/\/www.nar.realtor\/news\/real-estate-news\/technology\/the-tech-real-estate-agents-rely-on-most-in-2026\" target=\"_blank\" rel=\"noopener noreferrer\">According to NAR<\/a>, 54% of surveyed real estate agents plan to use generative AI for content creation over the next 12 months.<\/li>\r\n              <li class=\"translation-block\">23% of REALTORS\u00ae use AI daily.<\/li>\r\n              <li class=\"translation-block\">Among agents who use AI, 75% use it to write listing descriptions.<\/li>\r\n            <\/ul>\r\n            <p class=\"translation-block\">Beyond writing property listings, <a href=\"\/blog\/ai-industries-uses-cases\/\">AI use cases<\/a> also include tailoring client follow-up emails and summarizing lease or transaction documents.<\/p>\r\n          <\/div>\r\n        <\/div>\r\n        <div class=\"industries-tabs__media\">\r\n          <img decoding=\"async\" src=\"https:\/\/innowise.com\/wp-content\/cloud\/Industry_680\u0445360\/real-estate.png\" alt=\"Digital real estate solutions enable automated smart home access, remote management, and secure transactions.\" loading=\"lazy\" \/>\r\n        <\/div>\r\n      <\/div>\r\n\r\n    <\/div>\r\n  <\/div>\r\n\r\n<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5337b23 elementor-widget elementor-widget-html\" data-id=\"5337b23\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<script>\r\ndocument.addEventListener(\"DOMContentLoaded\", function () {\r\n  \/\/ Each .industries-tabs block is initialized on its own, so several blocks can live on one page\r\n  document.querySelectorAll('.industries-tabs').forEach(function (block) {\r\n    const navEl = block.querySelector('.industries-tabs__nav-swiper');\r\n    const mainEl = block.querySelector('.industries-tabs__slides');\r\n    if (!navEl || !mainEl) return;\r\n\r\n    const tabs = navEl.querySelectorAll('.industries-tabs__tab');\r\n    const prevBtn = block.querySelector('.industries-tabs__arrow--prev');\r\n    const nextBtn = block.querySelector('.industries-tabs__arrow--next');\r\n    const activeClass = 'industries-tabs__tab--active';\r\n\r\n    const tabsSlider = new Swiper(navEl, {\r\n      slidesPerView: 'auto',\r\n      spaceBetween: 20,\r\n      breakpoints: {\r\n        768: {\r\n          spaceBetween: 30,\r\n        },\r\n      },\r\n      watchSlidesProgress: true,\r\n      grabCursor: true,\r\n      preventClicks: false,\r\n      preventClicksPropagation: false,\r\n      observer: true,\r\n      observeParents: true,\r\n    });\r\n\r\n    const slidesSlider = new Swiper(mainEl, {\r\n      slidesPerView: 1,\r\n      spaceBetween: 24,\r\n      effect: 'fade',\r\n      fadeEffect: { crossFade: true },\r\n      grabCursor: true,\r\n      navigation: { nextEl: nextBtn, prevEl: prevBtn },\r\n    });\r\n\r\n    tabs.forEach(function (tab, i) {\r\n      tab.addEventListener('click', function () {\r\n        slidesSlider.slideTo(i);\r\n        tabsSlider.slideTo(i);\r\n      });\r\n    });\r\n\r\n    slidesSlider.on('slideChange', function () {\r\n      const activeIndex = slidesSlider.activeIndex;\r\n      tabsSlider.slideTo(activeIndex);\r\n      tabs.forEach(function (tab, i) {\r\n        tab.classList.toggle(activeClass, activeIndex === i);\r\n      });\r\n    });\r\n\r\n    if (document.fonts && document.fonts.ready) {\r\n      document.fonts.ready.then(function () {\r\n        tabsSlider.update();\r\n      });\r\n    }\r\n    window.addEventListener('load', function () {\r\n      tabsSlider.update();\r\n    });\r\n  });\r\n});\r\n<\/script>\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-16412cf e-con-full e-flex e-con e-child\" data-id=\"16412cf\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a369fcc elementor-widget elementor-widget-shortcode\" data-id=\"a369fcc\" data-element_type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-shortcode\">\n    <div class=\"quote_shortcode-container\">\n                <div class=\"quote_shortcode-text\">\n            A generative AI pilot can perform well on a carefully selected set of documents. However, things can change once it&#039;s rolled out for full-scale use. To avoid problems, we recommend first cleaning up the sources the assistant will work with, configuring access rules, and then testing the workflow on real data.        <\/div>\n                <div class=\"quote_shortcode-bottom\">\n                            <img decoding=\"async\" src=\"https:\/\/innowise.com\/wp-content\/uploads\/2026\/03\/Ivan-Shatukha.png\" alt=\"Ivan Shatukha, Global Development Director.\" class=\"quote_shortcode-img\">\n                        <div class=\"quote_shortcode-right\">\n                <a href=\"https:\/\/innowise.com\/fr\/authors\/ivan-shatukha\/\" class=\"quote_shortcode-name\">\n                    Ivan Shatukha                <\/a>\n                                <div class=\"quote_shortcode-position\">\n                    Global Development Director                <\/div>\n                            <\/div>\n        <\/div>\n    <\/div>\n\n    <style>\n        .quote_shortcode-container{\n            background: #F6FAFE;\n            border: 1px solid #9CC6ED;\n            padding:60px;\n        }\n        .quote_shortcode-text{\n            font-family: Karla;\n            font-weight: 400;\n            font-style: Italic;\n            font-size: 22px;\n            line-height: 150%;\n            color:#2E2E2E;\n            margin-bottom:30px;\n        }\n        .quote_shortcode-bottom{\n            display:flex;\n            align-items:center;\n            gap:30px;\n        }\n        .quote_shortcode-container img.quote_shortcode-img{\n            width:80px;\n            height:80px;\n            max-width:80px;\n            border-radius:50%;\n            object-fit:cover;\n            display:block;\n        }\n        .quote_shortcode-right{\n\n        }   \n        .quote_shortcode-name{\n            font-family: Karla;\n            font-weight: 700;\n            font-size: 22px;\n            line-height: 32px;\n            margin-bottom:4px;\n            color:#2E2E2E;\n            transition:0.5s;\n            text-decoration:none!important;\n        }\n        .quote_shortcode-name:hover{\n            color:#C63031;\n            text-decoration:underline!important;\n        }\n        .quote_shortcode-position{\n            font-family: Karla;\n            font-weight: 400;\n            font-size: 18px;\n            line-height: 150%;\n            color:#585858;\n        }\n        @media(max-width:1280px){\n            .quote_shortcode-container{\n                padding:40px;\n            }\n        }\n        @media(max-width:768px){\n            .quote_shortcode-container{\n                padding:20px;\n            }\n            .quote_shortcode-text{\n                font-size:16px;\n                margin-bottom:20px;\n            }\n            .quote_shortcode-container img.quote_shortcode-img{\n                width:60px;\n                height:60px;\n                max-width:60px;\n            }\n            .quote_shortcode-name{\n                font-size:16px;\n            }\n            .quote_shortcode-position{\n                font-size:14px;\n            }\n        }\n    <\/style>\n\n    <\/div>\n\t\t\t\t\t\t<\/div>\n\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-0688db4 e-con-full e-flex e-con e-child\" data-id=\"0688db4\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4d787b7 elementor-widget elementor-widget-heading\" data-id=\"4d787b7\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Risks and practical considerations<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fd8c15a elementor-widget elementor-widget-text-editor\" data-id=\"fd8c15a\" 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\t<p>To give you a balanced view of the latest generative AI trends, I also want to highlight the main risks of using this technology in business workflows. Here\u2019s what can go wrong and how you can respond.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-8d0de45 e-con-full e-flex e-con e-child\" data-id=\"8d0de45\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-af342f7 elementor-widget elementor-widget-html\" data-id=\"af342f7\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<style>\r\n\/* Universal Table Reset *\/\r\n    table, thead, tbody, tfoot, tr, th, td {\r\n      margin: 0;\r\n      padding: 0;\r\n      border: 0;\r\n      border-spacing: 0;\r\n      font-size: 100%;\r\n      font: inherit;\r\n      vertical-align: baseline;\r\n    }\r\n    \r\n    table {\r\n      border-collapse: collapse;\r\n      width: 100%; \/* Optional: stretches table to fit container *\/\r\n    }\r\n    \r\n    th {\r\n      font-weight: normal;\r\n      text-align: left; \/* Browser default for <th> is centered bold *\/\r\n    }\r\n\r\n    table th,\r\n    table td {\r\n      border: none;\r\n    }\r\n    \r\n    table thead:first-child tr:first-child th{\r\n        border-top: none;\r\n    }\r\n  .custom-table-wrapper{\r\n     overflow-x: auto; \r\n     scrollbar-width: thin;\r\n     scrollbar-color: #999999 #F5F5F7;\r\n  }\r\n  \r\n  .custom-table {\r\n    width: 100%;\r\n    margin: 0;\r\n    display: flex;\r\n    flex-direction: column;\r\n    border-collapse: collapse;\r\n    gap: 0;\r\n  }\r\n\r\n  .custom-table .row.data {\r\n    border-bottom: 1px solid black;\r\n  }\r\n\r\n  .custom-table .row {\r\n    display: grid;\r\n    font-size: 18px;\r\n    border-bottom: 1px solid #000;\r\n    font-weight: 600;\r\n  }\r\n\r\n  .custom-table .cell {\r\n    background-color: unset;\r\n    color: #2e2e2e;\r\n    font-family: Karla;\r\n    font-size: 18px;\r\n    font-weight: 400;\r\n    line-height: 27px;\r\n    vertical-align: top;\r\n    margin: 0;\r\n    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      <tr class=\"row header\">\r\n                    <th class=\"cell\">Risk<\/th>\r\n                    <th class=\"cell\">What can go wrong<\/th>\r\n                    <th class=\"cell\">How to address it<\/th>\r\n                <\/tr>\r\n            <\/thead>\r\n            <tbody>\r\n                <tr class=\"row data\">\r\n                    <td class=\"cell\">Data privacy<\/td>\r\n                    <td class=\"cell\">Sensitive data may be disclosed through prompts, system outputs, or components connected to the system.<\/td>\r\n                    <td class=\"cell\">Restrict access to data and establish policies for using approved AI tools.<\/td>\r\n                <\/tr>\r\n                <tr class=\"row data\">\r\n                    <td class=\"cell\">Regulatory compliance<\/td>\r\n                    <td class=\"cell\">An AI-enabled workflow processes data or produces results that violate industry or local regulatory requirements.<\/td>\r\n                    <td class=\"cell\">Verify the requirements for each use case and document the applicable controls and verification procedures.<\/td>\r\n                <\/tr>\r\n                <tr class=\"row data\">\r\n                    <td class=\"cell\">Inaccurate outputs<\/td>\r\n                    <td class=\"cell\">Responses that appear plausible may contain errors.<\/td>\r\n                    <td class=\"cell\">Ground responses in reliable data and verify results that have significant consequences.<\/td>\r\n                <\/tr>\r\n                <tr class=\"row data\">\r\n                    <td class=\"cell\">Bias and fairness<\/td>\r\n                    <td class=\"cell\">Generated content or recommendations may be biased against certain groups.<\/td>\r\n                    <td class=\"cell\">Test results on diverse user groups and review decisions that have a significant impact.<\/td>\r\n                <\/tr>\r\n                <tr class=\"row data\">\r\n                    <td class=\"cell\">Transparency and auditability<\/td>\r\n                    <td class=\"cell\">Users are not informed they are interacting with AI, and employees cannot verify response sources or track the agent\u2019s actions.<\/td>\r\n                    <td class=\"cell\">Disclose the use of AI, cite sources (where possible), and log significant actions.<\/td>\r\n                <\/tr>\r\n                <tr class=\"row data\">\r\n                    <td class=\"cell\">Intellectual property<\/td>\r\n                    <td class=\"cell\">Generated content may reproduce copyrighted material or raise questions about usage rights.<\/td>\r\n                    <td class=\"cell\">Verify the input data, the service provider\u2019s terms, and the system\u2019s output before publication.<\/td>\r\n                <\/tr>\r\n                <tr class=\"row data\">\r\n                    <td class=\"cell\">Prompt injection<\/td>\r\n                    <td class=\"cell\">Malicious content can manipulate the AI system's behavior.<\/td>\r\n                    <td class=\"cell\">Treat external content as untrustworthy and test the associated workflows.<\/td>\r\n                <\/tr>\r\n                <tr class=\"row data\">\r\n                    <td class=\"cell\">Uncontrolled agent actions<\/td>\r\n                    <td class=\"cell\">The agent performs an unintended action in the business system.<\/td>\r\n                    <td class=\"cell\">Restrict access rights, maintain an activity log, and require approval for significant operations.<\/td>\r\n                <\/tr>\r\n                <tr class=\"row data\">\r\n                    <td class=\"cell\">Cost and ROI<\/td>\r\n                    <td class=\"cell\">Usage and integration costs rise without clear business value.<\/td>\r\n                    <td class=\"cell\">Track the results of system usage along with the costs of its implementation.<\/td>\r\n                <\/tr>\r\n                <tr class=\"row data\">\r\n                    <td class=\"cell\">Lack of ownership and skills<\/td>\r\n                    <td class=\"cell\">There is no team responsible for verifying results, monitoring performance, or troubleshooting issues.<\/td>\r\n                    <td class=\"cell\">Assign clear ownership, define verification and escalation procedures, and organize training for staff who use the system.<\/td>\r\n                <\/tr>\r\n            <\/tbody>\r\n        <\/table>\r\n    <\/div>\r\n    <div class=\"table-toggle\">Show more<\/div>\r\n<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b47fd17 translation-block elementor-widget elementor-widget-text-editor\" data-id=\"b47fd17\" 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\t<p>This list isn&#8217;t all-encompassing, as each use case may have its own unique characteristics. Innowse runs a specialized <a href=\"\/ai\/\">AI Hub<\/a>, where experts and consultants can help you work out a comprehensive plan for your generative AI project, including risk assessment and strategies for mitigating those risks.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-c9e2314 e-con-full e-flex e-con e-child\" data-id=\"c9e2314\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-27d2e07 e-con-full e-flex e-con e-child\" data-id=\"27d2e07\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0a6a683 elementor-widget-tablet__width-inherit elementor-widget__width-initial max100 elementor-widget elementor-widget-heading\" data-id=\"0a6a683\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Know the risks before you launch your GenAI project<\/h3>\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-a5c8e6b e-con-full e-flex e-con e-child\" data-id=\"a5c8e6b\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4595e34 elementor-absolute elementor-widget-mobile__width-inherit transform elementor-widget elementor-widget-html\" data-id=\"4595e34\" data-element_type=\"widget\" data-settings=\"{&quot;_position&quot;:&quot;absolute&quot;}\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"wave-container\"><\/div>\r\n\r\n<style>\r\n  .wave-container {\r\n    width: 400px;\r\n    height: 400px;\r\n  }\r\n\r\n  @media(max-width: 767px) {\r\n    .wave-container {\r\n      width: 100%;\r\n      height: 100%;\r\n    }\r\n  }\r\n\r\n\r\n  .wave {\r\n    position: absolute;\r\n    border: 1px solid rgba(210, 184, 214, 1);\r\n    border-radius: 50%;\r\n    animation: drop 16s infinite;\r\n    top: 50%;\r\n    left: 50%;\r\n    transform: translate(-50%, -50%);\r\n    box-sizing: border-box;\r\n  }\r\n\r\n  @keyframes drop {\r\n    0% {\r\n      width: 0px;\r\n      height: 0px;\r\n      border: 1px solid rgba(210, 184, 214, 1);\r\n    }\r\n\r\n    100% {\r\n      width: 400px;\r\n      height: 400px;\r\n      border: 1px solid rgba(210, 184, 214, 0);\r\n    }\r\n  }\r\n<\/style>\r\n\r\n<script>\r\n\r\n  document.addEventListener('DOMContentLoaded', () => {\r\n    function createWaves(numberOfWaves) {\r\n      const waveContainers = document.querySelectorAll('.wave-container');\r\n\r\n      waveContainers.forEach((waveContainer) => {\r\n        for (let i = 0; i < numberOfWaves; i++) {\r\n          const wave = document.createElement('div');\r\n          wave.classList.add('wave');\r\n\r\n          wave.style.animationDelay = `${i * 0.8}s`;\r\n\r\n          waveContainer.appendChild(wave);\r\n        }\r\n      });\r\n    }\r\n\r\n    createWaves(10)\r\n  });\r\n<\/script>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3fa2456 elementor-align-left elementor-widget__width-initial elementor-widget-mobile__width-inherit cta-btn elementor-widget elementor-widget-button\" data-id=\"3fa2456\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"#contact-form\">\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\">Talk to AI experts<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\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-cda8eda e-con-full e-flex e-con e-child\" data-id=\"cda8eda\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-fb48005 elementor-widget elementor-widget-heading\" data-id=\"fb48005\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">The future of generative AI<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-81e5e9d elementor-widget elementor-widget-text-editor\" data-id=\"81e5e9d\" 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\t<p>As with any rapidly advancing technology, generative AI keeps pushing the boundaries of what it can do. We can expect significant changes to happen that will influence how companies implement these tools and use them in their day-to-day operations:<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-38d5455 e-con-full e-flex e-con e-child\" data-id=\"38d5455\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-385ae55 elementor-widget elementor-widget-heading\" data-id=\"385ae55\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">AI will become a standard feature of business software<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bbe8aea elementor-widget elementor-widget-text-editor\" data-id=\"bbe8aea\" 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\t<p>It\u2019s happening now, but we\u2019ll see more GenAI features working inside CRM, ERP, and other tools, using task and application context. Users will interact with these features directly within the software. A sales rep sees a drafted follow-up beside the opportunity record, and a finance analyst sees a plain-language explanation next to an unusual ledger entry.<\/p>\n\n<p>I expect buying decisions to shift from standalone AI subscriptions to AI features in software a company already licenses. This means data access rules and vendor terms will become an important part of software evaluations.<\/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-1b22ac9 e-con-full e-flex e-con e-child\" data-id=\"1b22ac9\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e6b9b04 elementor-widget elementor-widget-heading\" data-id=\"e6b9b04\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Agents will work together across applications<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6e15bee translation-block elementor-widget elementor-widget-text-editor\" data-id=\"6e15bee\" 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\t<p>Once agents sit inside several tools, the next step is for them to coordinate toward one goal without the user having to switch between apps. <a href=\"https:\/\/www.gartner.com\/en\/newsroom\/press-releases\/2025-08-26-gartner-predicts-40-percent-of-enterprise-apps-will-feature-task-specific-ai-agents-by-2026-up-from-less-than-5-percent-in-2025\" target=\"_blank\" rel=\"noopener noreferrer\">Gartner<\/a> expects networks of specialized agents to collaborate across multiple applications by 2028, with broader agent ecosystems emerging by 2029. This will require shared identity management, permissions, and activity logs across agents, while people take on a supervisory role. Gartner projects that at least half of knowledge workers will develop skills to work with, govern, or create AI agents.<\/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-9b0a613 e-con-full e-flex e-con e-child\" data-id=\"9b0a613\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d1a16ce elementor-widget elementor-widget-heading\" data-id=\"d1a16ce\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Modular platforms and model selection<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9cf65e3 elementor-widget elementor-widget-text-editor\" data-id=\"9cf65e3\" 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\t<p>Businesses will combine ready-to-use models and components. Platforms will also select the most suitable model for each request based on quality, speed, cost, and data requirements. A routine classification request can go to a small, low-cost model, while contract analysis can be handled by a more capable one. Over time, this could make it easier and cheaper to switch providers and allow evaluation results, rather than brand names, to determine which model is used.<\/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-61b1afa e-con-full e-flex e-con e-child\" data-id=\"61b1afa\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d14d86d elementor-widget elementor-widget-heading\" data-id=\"d14d86d\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Long-running work with built-in checks<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bbcee2c elementor-widget elementor-widget-text-editor\" data-id=\"bbcee2c\" 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\t<p>As models become capable of sustained reasoning, businesses will likely assign them tasks that run for days, such as research, engineering experiments, and document-heavy reviews. Teams will tend to choose tasks where outputs can be checked against tests, rules, or source documents, while testing and cost tracking become standard features of GenAI platforms.<\/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-d6acae7 e-con-full e-flex e-con e-child\" data-id=\"d6acae7\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e3598f1 elementor-widget elementor-widget-heading\" data-id=\"e3598f1\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Stronger governance<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d892bd5 elementor-widget elementor-widget-text-editor\" data-id=\"d892bd5\" 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\t<p>Evolving requirements for transparency, documentation, and human control will influence how GenAI systems are designed and operated, as the EU\u2019s phased rules already show. Documentation that covers what a system does, what data it uses, and who approved it will likely become a standard by-product of running the system. Human oversight will be defined for each workflow, with approval steps for consequential actions. I expect companies operating in several jurisdictions to follow the strictest applicable requirements where possible, rather than maintain separate versions.<\/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-d51ff5a e-con-full e-flex e-con e-child\" data-id=\"d51ff5a\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-e0715a9 e-con-full e-flex e-con e-child\" data-id=\"e0715a9\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7460d3f elementor-widget-tablet__width-inherit elementor-widget__width-initial max100 elementor-widget elementor-widget-heading\" data-id=\"7460d3f\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Weigh cost, risk, and return on a GenAI project<\/h3>\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-5d58817 e-con-full e-flex e-con e-child\" data-id=\"5d58817\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-adc7a78 elementor-absolute elementor-widget-mobile__width-inherit transform elementor-widget elementor-widget-html\" data-id=\"adc7a78\" data-element_type=\"widget\" data-settings=\"{&quot;_position&quot;:&quot;absolute&quot;}\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"wave-container\"><\/div>\r\n\r\n<style>\r\n  .wave-container {\r\n    width: 400px;\r\n    height: 400px;\r\n  }\r\n\r\n  @media(max-width: 767px) {\r\n    .wave-container {\r\n      width: 100%;\r\n      height: 100%;\r\n    }\r\n  }\r\n\r\n\r\n  .wave {\r\n    position: absolute;\r\n    border: 1px solid rgba(210, 184, 214, 1);\r\n    border-radius: 50%;\r\n    animation: drop 16s infinite;\r\n    top: 50%;\r\n    left: 50%;\r\n    transform: translate(-50%, -50%);\r\n    box-sizing: border-box;\r\n  }\r\n\r\n  @keyframes drop {\r\n    0% {\r\n      width: 0px;\r\n      height: 0px;\r\n      border: 1px solid rgba(210, 184, 214, 1);\r\n    }\r\n\r\n    100% {\r\n      width: 400px;\r\n      height: 400px;\r\n      border: 1px solid rgba(210, 184, 214, 0);\r\n    }\r\n  }\r\n<\/style>\r\n\r\n<script>\r\n\r\n  document.addEventListener('DOMContentLoaded', () => {\r\n    function createWaves(numberOfWaves) {\r\n      const waveContainers = document.querySelectorAll('.wave-container');\r\n\r\n      waveContainers.forEach((waveContainer) => {\r\n        for (let i = 0; i < numberOfWaves; i++) {\r\n          const wave = document.createElement('div');\r\n          wave.classList.add('wave');\r\n\r\n          wave.style.animationDelay = `${i * 0.8}s`;\r\n\r\n          waveContainer.appendChild(wave);\r\n        }\r\n      });\r\n    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data-id=\"6c7a13a\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-294ef10 elementor-widget elementor-widget-heading\" data-id=\"294ef10\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Our success stories<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8f3865d elementor-widget__width-inherit elementor-widget elementor-widget-shortcode\" data-id=\"8f3865d\" data-element_type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-shortcode\">    <div class=\"case-slider-v2-wrap case-slider-v2-wrap-blog\">\n        <div class=\"case-slider-v2\">\n            <div class=\"swiper\">\n                <div class=\"swiper-wrapper\">\n                            <div class=\"swiper-slide\">\n            <div class=\"case-slider-v2-card\">\n                <div class=\"case-slider-v2-card-left\">\n                    <div class=\"case-slider-v2-card-left-cont\">\n                        <div class=\"case-slider-v2-card-logo\">\n                                                            <img decoding=\"async\" src=\"https:\/\/innowise.com\/wp-content\/uploads\/2026\/10\/TBCBank-logo.svg\" alt=\"AI bot for TBC Bank marketing campaign.\">\n                                                                                        <a href=\"\/fr\/cases\/ai\/\" class=\"\">AI<\/a>\n                                                    <\/div>\n                        <div class=\"case-slider-v2-card-title\">\n                            AI bot for TBC Bank marketing campaign                        <\/div>\n                                                <div class=\"case-slider-v2-card-text\">\n                            Innowise built a bilingual Telegram bot that generates AI selfies with TBC Bank&#039;s football-star brand ambassador.                        <\/div>\n                                                                        <div class=\"case-slider-v2-card-n-blocks\">\n                                                        <div class=\"case-slider-v2-card-n-block\">\n                                                                <b>3,000<\/b>\n                                                                                                <span>users engaged<\/span>\n                                                            <\/div>\n                                                        <div class=\"case-slider-v2-card-n-block\">\n                                                                <b>2<\/b>\n                                                                                                <span>languages supported<\/span>\n                                                            <\/div>\n                  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waitForPDF(callback); }, 100);\n            }\n        }\n        \n        waitForPDF(function() {\n            var container = document.getElementById('pdf_6aee4ef019b4e');\n            var pdfUrl = container.getAttribute('data-pdf-url');\n            \n            pdfjsLib.GlobalWorkerOptions.workerSrc = 'https:\/\/cdnjs.cloudflare.com\/ajax\/libs\/pdf.js\/2.16.105\/pdf.worker.min.js';\n            \n            pdfjsLib.getDocument(pdfUrl).promise.then(function(pdf) {\n                var renderPage = function(pageNum) {\n                    return pdf.getPage(pageNum).then(function(page) {\n                        var canvas = document.createElement('canvas');\n                        canvas.style.width = '100%';\n                        canvas.style.display = 'block';\n                        container.appendChild(canvas);\n\n                        var viewport = page.getViewport({ scale: 1.5 });\n                        canvas.width = viewport.width;\n                        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                     <div class=\"case-slider-v2-card-logo\">\n                                                            <img decoding=\"async\" src=\"https:\/\/innowise.com\/wp-content\/uploads\/2026\/07\/NameInnowise.svg\" alt=\"Breast cancer detection software development.\">\n                                                                                        <a href=\"\/fr\/cases\/sante\/\" class=\"\">Healthcare<\/a>\n                                                    <\/div>\n                        <div class=\"case-slider-v2-card-title\">\n                            Breast cancer detection software development                        <\/div>\n                                                <div class=\"case-slider-v2-card-text\">\n                            Innowise implemented a federated learning framework that enabled 3 clinics to collaboratively train a breast cancer detection model.                        <\/div>\n                                                                        <div class=\"case-slider-v2-card-n-blocks\">\n                                                        <div class=\"case-slider-v2-card-n-block\">\n                                                                <b>&lt;68.6%<\/b>\n                                                                                                <span>improvement in segmentation AP<\/span>\n                                                            <\/div>\n                                                        <div class=\"case-slider-v2-card-n-block\">\n                                                                <b>10,500<\/b>\n                                                                                                <span>mammography images in an imaging repository<\/span>\n                                                            <\/div>\n                                                    <\/div>\n                                            <\/div>\n                    <div class=\"case-slider-v2-card-buttons\">\n                        <a href=\"https:\/\/innowise.com\/fr\/case\/breast-cancer-detection-with-federated-learning\/\" class=\"case-slider-v2-card-button\">View case study<\/a>\n                                            <\/div>\n                <\/div>\n                <div class=\"case-slider-v2-card-right\">\n                    <div class=\"case-slider-v2-card-buttons\">\n                        <a href=\"https:\/\/innowise.com\/fr\/case\/breast-cancer-detection-with-federated-learning\/\" class=\"case-slider-v2-card-button\">View case study<\/a>\n                                            <\/div>\n                                        <img decoding=\"async\" src=\"https:\/\/innowise.com\/wp-content\/uploads\/2026\/07\/breast-cancer-detection-with-federated-learning.jpg\" alt=\"Privacy-preserving breast cancer detection with federated learning..\">\n                                        \n                <\/div>\n                            <\/div>\n            <\/div>\n                            <div class=\"swiper-slide\">\n            <div class=\"case-slider-v2-card\">\n                <div class=\"case-slider-v2-card-left\">\n                    <div class=\"case-slider-v2-card-left-cont\">\n                        <div class=\"case-slider-v2-card-logo\">\n                                                            <img decoding=\"async\" src=\"https:\/\/innowise.com\/wp-content\/uploads\/2026\/06\/Logo-for-review.svg\" alt=\"AI-powered end-to-end compliance ecosystem development.\">\n                                                                                        <a href=\"\/fr\/cases\/ai\/\" class=\"\">AI<\/a>\n                                                    <\/div>\n                        <div class=\"case-slider-v2-card-title\">\n                            AI-powered end-to-end compliance ecosystem development                        <\/div>\n                                                <div class=\"case-slider-v2-card-text\">\n                            Innowise delivered an intelligent platform for compliance assessment and training in highly regulated sectors, like finance, insurance, etc.                        <\/div>\n                                                                        <div class=\"case-slider-v2-card-n-blocks\">\n                                                        <div class=\"case-slider-v2-card-n-block\">\n                                                                <b>8<\/b>\n                                                                                                <span>months from concept to launch<\/span>\n                                                            <\/div>\n                                                        <div class=\"case-slider-v2-card-n-block\">\n                                                                <b>100%<\/b>\n                                                                                                <span>GDPR and DORA rcompliance<\/span>\n                                                            <\/div>\n                                                    <\/div>\n                                            <\/div>\n                    <div class=\"case-slider-v2-card-buttons\">\n                        <a href=\"https:\/\/innowise.com\/fr\/case\/ai-powered-compliance-ecosystem\/\" class=\"case-slider-v2-card-button\">View case study<\/a>\n                                                <div class=\"case-slider-v2-card-a\" role=\"button\" tabindex=\"0\">Client review<\/div>\n                                            <\/div>\n                <\/div>\n                <div class=\"case-slider-v2-card-right\">\n                    <div class=\"case-slider-v2-card-buttons\">\n                        <a href=\"https:\/\/innowise.com\/fr\/case\/ai-powered-compliance-ecosystem\/\" class=\"case-slider-v2-card-button\">View case study<\/a>\n                         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class=\"swiper-slide\">\n            <div class=\"case-slider-v2-card\">\n                <div class=\"case-slider-v2-card-left\">\n                    <div class=\"case-slider-v2-card-left-cont\">\n                        <div class=\"case-slider-v2-card-logo\">\n                                                            <img decoding=\"async\" src=\"https:\/\/innowise.com\/wp-content\/uploads\/2026\/04\/NameLeganta.svg\" alt=\"AI-assisted contract transformation platform development.\">\n                                                                                        <a href=\"\/fr\/cases\/ai\/\" class=\"\">AI<\/a>\n                                                    <\/div>\n                        <div class=\"case-slider-v2-card-title\">\n                            AI-assisted contract transformation platform development                        <\/div>\n                                                <div class=\"case-slider-v2-card-text\">\n                            We\u2019ve built a contract management parsing module that uses AI for field classification and semantic content analysis.                        <\/div>\n                                                                        <div class=\"case-slider-v2-card-n-blocks\">\n                                                        <div class=\"case-slider-v2-card-n-block\">\n                                                                <b>10s<\/b>\n                                                                                                <span>to produce a parsed structure<\/span>\n                                                            <\/div>\n                                                        <div class=\"case-slider-v2-card-n-block\">\n                                                                <b>100%<\/b>\n                                                                                                <span>DORA \/ NIS2 ready<\/span>\n                               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tabindex=\"0\">\n                            <img decoding=\"async\" src=\"\/wp-content\/uploads\/2026\/10\/icon.svg\" alt=\"Client review logo.\">\n                            Client review\n                            \n                        <\/div>\n                                            <\/div>\n                                        <img decoding=\"async\" src=\"https:\/\/innowise.com\/wp-content\/uploads\/2026\/04\/hosting-and-vps-customer-portal-development.jpg\" alt=\"AI-assisted contract transformation platform (DORA \/ NIS2 ready)..\">\n                                        \n                <\/div>\n                                <div class=\"case-slider-v2-pdf-source\" hidden>\n                        <div id=\"pdf_6aee4ef01abb8\" class=\"js-pdf-viewer\" data-pdf-url=\"https:\/\/innowise.com\/wp-content\/uploads\/2026\/08\/2026.04.07.-Reference-letter-from-Leganta.pdf\"><\/div>\n    \n    <script>\n    (function() {\n        function waitForPDF(callback) {\n      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class=\"case-slider-v2-card\">\n                <div class=\"case-slider-v2-card-left\">\n                    <div class=\"case-slider-v2-card-left-cont\">\n                        <div class=\"case-slider-v2-card-logo\">\n                                                            <img decoding=\"async\" src=\"https:\/\/innowise.com\/wp-content\/uploads\/2026\/04\/Haia.svg\" alt=\"Building a unified AI FinTech OS for fiat and crypto.\">\n                                                                                        <a href=\"\/fr\/cases\/blockchain\/\" class=\"\">Blockchain<\/a>\n                                                    <\/div>\n                        <div class=\"case-slider-v2-card-title\">\n                            Building a unified AI FinTech OS for fiat and crypto                        <\/div>\n                                                <div class=\"case-slider-v2-card-text\">\n                            We helped build Haia, a modular AI finance OS that connects banks, crypto wallets, and investments, enabling secure, cross-chain operations.                        <\/div>\n                                                                        <div class=\"case-slider-v2-card-n-blocks\">\n                                                        <div class=\"case-slider-v2-card-n-block\">\n                                                                <b>25%<\/b>\n                                                                                                <span>more efficient LP via Superform integration<\/span>\n                                                            <\/div>\n                                                        <div class=\"case-slider-v2-card-n-block\">\n                                                                <b>70<\/b>\n                                                                                                <span>crypto app interfaces replaced with one<\/span>\n                                                            <\/div>\n                                                    <\/div>\n                                            <\/div>\n                    <div class=\"case-slider-v2-card-buttons\">\n                        <a href=\"https:\/\/innowise.com\/fr\/case\/finance-ai-assistant\/\" class=\"case-slider-v2-card-button\">View case study<\/a>\n                                                <div class=\"case-slider-v2-card-a\" role=\"button\" tabindex=\"0\">Client review<\/div>\n                                            <\/div>\n                <\/div>\n                <div class=\"case-slider-v2-card-right\">\n                    <div class=\"case-slider-v2-card-buttons\">\n                        <a href=\"https:\/\/innowise.com\/fr\/case\/finance-ai-assistant\/\" class=\"case-slider-v2-card-button\">View case study<\/a>\n                                                <div class=\"case-slider-v2-card-a\" role=\"button\" tabindex=\"0\">\n                            <img decoding=\"async\" src=\"\/wp-content\/uploads\/2026\/10\/icon.svg\" alt=\"Client review logo.\">\n                            Client review\n                            \n                        <\/div>\n                                            <\/div>\n                                        <img decoding=\"async\" src=\"https:\/\/innowise.com\/wp-content\/uploads\/2026\/02\/finance-ai-assistant.jpg\" alt=\"Haia: finance AI assistant.\">\n                                        \n                <\/div>\n                                <div class=\"case-slider-v2-pdf-source\" hidden>\n                        <div id=\"pdf_6aee4ef01b0f1\" class=\"js-pdf-viewer\" data-pdf-url=\"https:\/\/innowise.com\/wp-content\/uploads\/2026\/04\/2026.01.26-Review-from-Haia.pdf\"><\/div>\n    \n    <script>\n    (function() {\n        function waitForPDF(callback) {\n            if (typeof pdfjsLib !== 'undefined') {\n                callback();\n            } else {\n           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class=\"case-slider-v2-card-left-cont\">\n                        <div class=\"case-slider-v2-card-logo\">\n                                                                                        <a href=\"\/fr\/cases\/sante\/\" class=\"only\">Healthcare<\/a>\n                                                    <\/div>\n                        <div class=\"case-slider-v2-card-title\">\n                            AI dermatologist skin scanner app development                        <\/div>\n                                                <div class=\"case-slider-v2-card-text\">\n                            An AI app we built uses deep learning and image recognition to quickly assess skin conditions, giving preliminary diagnoses based on photos.                        <\/div>\n                                                                        <div class=\"case-slider-v2-card-n-blocks\">\n                                                        <div class=\"case-slider-v2-card-n-block\">\n                                                                <b>30<\/b>\n                                                                                                <span>dermatological conditions supported<\/span>\n                                                            <\/div>\n                                                    <\/div>\n                                            <\/div>\n                    <div class=\"case-slider-v2-card-buttons\">\n                        <a href=\"https:\/\/innowise.com\/fr\/case\/ai-skin-scanner-app\/\" class=\"case-slider-v2-card-button\">View case study<\/a>\n                                            <\/div>\n                <\/div>\n                <div class=\"case-slider-v2-card-right\">\n                    <div class=\"case-slider-v2-card-buttons\">\n                        <a href=\"https:\/\/innowise.com\/fr\/case\/ai-skin-scanner-app\/\" class=\"case-slider-v2-card-button\">View case study<\/a>\n                                            <\/div>\n                                        <img decoding=\"async\" src=\"https:\/\/innowise.com\/wp-content\/uploads\/2025\/01\/ai-skin-scanner-app.jpg\" alt=\"AI dermatologist skin scanner app..\">\n                                        \n                <\/div>\n                            <\/div>\n            <\/div>\n                            <div class=\"swiper-slide\">\n            <div class=\"case-slider-v2-card\">\n                <div class=\"case-slider-v2-card-left\">\n                    <div class=\"case-slider-v2-card-left-cont\">\n                        <div class=\"case-slider-v2-card-logo\">\n                                                                                        <a href=\"\/fr\/cases\/ai\/\" class=\"only\">AI<\/a>\n                                                    <\/div>\n                        <div class=\"case-slider-v2-card-title\">\n                            Building an analytical platform to improve decision-making                        <\/div>\n                                                <div class=\"case-slider-v2-card-text\">\n                            We developed an LLM-based analytical platform that can analyze the company\u2019s internal data and generate responses to questions based on that info.                        <\/div>\n                                                                    <\/div>\n                    <div class=\"case-slider-v2-card-buttons\">\n                        <a href=\"https:\/\/innowise.com\/fr\/case\/chatbot-for-data-analytics\/\" class=\"case-slider-v2-card-button\">View case study<\/a>\n                                            <\/div>\n                <\/div>\n                <div class=\"case-slider-v2-card-right\">\n                    <div class=\"case-slider-v2-card-buttons\">\n                        <a href=\"https:\/\/innowise.com\/fr\/case\/chatbot-for-data-analytics\/\" class=\"case-slider-v2-card-button\">View case study<\/a>\n                                            <\/div>\n                                        <img decoding=\"async\" src=\"https:\/\/innowise.com\/wp-content\/uploads\/2024\/09\/chatbot-for-data-analytics.jpg\" alt=\"Development of an analytical platform using the existing large language models..\">\n                                        \n                <\/div>\n                            <\/div>\n            <\/div>\n                            <div class=\"swiper-slide\">\n            <div class=\"case-slider-v2-card\">\n                <div class=\"case-slider-v2-card-left\">\n                    <div class=\"case-slider-v2-card-left-cont\">\n                        <div class=\"case-slider-v2-card-logo\">\n                                                                                        <a href=\"\/fr\/cases\/sante\/\" class=\"only\">Healthcare<\/a>\n                                                    <\/div>\n   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       position:fixed;\n            top:0;\n            left:0;\n            background:#0000009c;\n            z-index:10000;\n        }\n        .case-slider-v2-popup-pdf.is-open{\n            display:flex;\n        }\n        .case-slider-v2-popup-pdf-cont{\n            max-width:680px;\n            width:95%;\n            background:#fff;\n            padding:40px;\n            height:calc(100vh - 200px);\n            position:relative;\n            z-index:10;\n        }\n        .case-slider-v2-popup-pdf-frame{\n            overflow-y:auto;\n            overflow-x:hidden;\n            height:100%;\n            scrollbar-width:thin;\n            scrollbar-color:#888 transparent;\n        }\n        .case-slider-v2-popup-pdf-frame::-webkit-scrollbar{\n            width:6px;\n            background:transparent;\n        }\n        .case-slider-v2-popup-pdf-frame::-webkit-scrollbar-thumb{\n            background:#888;\n            border-radius:3px;\n        }\n        .case-slider-v2-popup-pdf-close{\n            position:absolute;\n            top:14px;\n            right:14px;\n            cursor:pointer;\n        }\n        .case-slider-v2-popup-pdf-frame canvas{\n            width:100%;\n            display:block;\n        }\n\n    <\/style>\n    \n    <\/div>\n\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-55c8e03 e-con-full e-flex e-con e-child\" data-id=\"55c8e03\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1f6ef3b elementor-widget elementor-widget-heading\" data-id=\"1f6ef3b\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Conclusion<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c24a957 translation-block elementor-widget elementor-widget-text-editor\" data-id=\"c24a957\" 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\t<p>Intelligent agents, models grounded in company knowledge, compact models, and modular platforms are among the GenAI adoption trends showing how generative AI is becoming an integral part of products and workflows. Despite high adoption rates, deep integration into business workflows and trust in AI-generated results haven&#8217;t kept pace. This gives an advantage to teams that pay attention to data quality, governance, and how AI actually performs in their workflows.<\/p><p>A sensible first step is to introduce the technology into a single, well-defined workflow with a designated lead, reliable data, and clear procedures for verifying results. From there, the company can scale the solution to related tasks and expand the platform\u2019s functionality as needs grow.<\/p><p>Innowise helps businesses with <a href=\"\/ai\/consulting\/\">AI consulting<\/a> and development. If you\u2019re considering implementing generative AI in your organization, our team can help you assess potential use cases and risks, as well as develop an implementation plan. Feel free to reach out to us to discuss your project.<\/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-7745742 e-con-full e-flex e-con e-child\" data-id=\"7745742\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a53559 elementor-widget elementor-widget-heading\" data-id=\"6a53559\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">FAQ<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-0be39d6 e-con-full e-flex e-con e-child\" data-id=\"0be39d6\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e4bf461 faq elementor-widget elementor-widget-n-accordion\" data-id=\"e4bf461\" data-element_type=\"widget\" data-settings=\"{&quot;default_state&quot;:&quot;all_collapsed&quot;,&quot;max_items_expended&quot;:&quot;one&quot;,&quot;n_accordion_animation_duration&quot;:{&quot;unit&quot;:&quot;ms&quot;,&quot;size&quot;:400,&quot;sizes&quot;:[]}}\" data-widget_type=\"nested-accordion.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"e-n-accordion\" aria-label=\"Accordion. Open links with Enter or Space, close with Escape, and navigate with Arrow Keys\">\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-2390\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"1\" tabindex=\"0\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-2390\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> What is generative AI, and how does it differ from other AI technologies? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"40\" height=\"40\" fill=\"none\"><path fill=\"#C63031\" d=\"M8 21v-2h24v2z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"40\" height=\"40\" fill=\"none\"><path fill=\"#C63031\" d=\"M19 8h2v24h-2z\"><\/path><path fill=\"#C63031\" d=\"M8 21v-2h24v2z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-2390\" class=\"elementor-element elementor-element-940483b e-con-full e-flex e-con e-child\" data-id=\"940483b\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e14ff51 elementor-widget elementor-widget-html\" data-id=\"e14ff51\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class='content content-with-list'>\n<p>\n    Generative AI creates new content, such as text, code, images, audio, and video, from a prompt and context. Other AI technologies, such as traditional machine learning, primarily focus on tasks like classification and prediction, while generative models produce new content.\n<\/p>\n\n<\/div> \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-2391\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"2\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-2391\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> How are generative AI trends changing marketing workflows? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"40\" height=\"40\" fill=\"none\"><path fill=\"#C63031\" d=\"M8 21v-2h24v2z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"40\" height=\"40\" fill=\"none\"><path fill=\"#C63031\" d=\"M19 8h2v24h-2z\"><\/path><path fill=\"#C63031\" d=\"M8 21v-2h24v2z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-2391\" class=\"elementor-element elementor-element-34a047b e-con-full e-flex e-con e-child\" data-id=\"34a047b\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e008181 elementor-widget elementor-widget-html\" data-id=\"e008181\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n<div class='content'>\n <p>Generative AI trends and technologies are moving marketing from one-off drafting toward connected workflows for content, personalization, and campaign production. Marketers use multimodal tools to produce copy, images, and short videos from one brief, and teams adapt one campaign into multiple languages and formats. People still handle brand reviews, rights checks, and fact checks because generated material can drift from brand guidelines or resemble protected content.<\/p>\n<\/div> \n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-2392\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"3\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-2392\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> How is GenAI adoption evolving across industries? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"40\" height=\"40\" fill=\"none\"><path fill=\"#C63031\" d=\"M8 21v-2h24v2z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"40\" height=\"40\" fill=\"none\"><path fill=\"#C63031\" d=\"M19 8h2v24h-2z\"><\/path><path fill=\"#C63031\" d=\"M8 21v-2h24v2z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-2392\" class=\"elementor-element elementor-element-9161412 e-flex e-con-boxed e-con e-child\" data-id=\"9161412\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-bff55df elementor-widget elementor-widget-html\" data-id=\"bff55df\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class='content'>\n <p>GenAI adoption is growing across industries, but many businesses are still in the early stages of implementation. The Stanford AI Index 2026 reports that 70% of surveyed organizations use GenAI in at least one business function. Common early use cases include document summarization, internal knowledge search, and drafting customer or partner messages, while adoption of AI agents and more complex workflows is progressing more slowly.<\/p>   \n<\/div> \n\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\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-2393\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"4\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-2393\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> What are current generative AI trends in healthcare? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"40\" height=\"40\" fill=\"none\"><path fill=\"#C63031\" d=\"M8 21v-2h24v2z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"40\" height=\"40\" fill=\"none\"><path fill=\"#C63031\" d=\"M19 8h2v24h-2z\"><\/path><path fill=\"#C63031\" d=\"M8 21v-2h24v2z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-2393\" class=\"elementor-element elementor-element-9971a1c e-flex e-con-boxed e-con e-child\" data-id=\"9971a1c\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a7794a8 elementor-widget elementor-widget-html\" data-id=\"a7794a8\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class='content'>\n <p>Generative AI current trends in healthcare center on reducing documentation work and answering routine questions. Typical use cases are drafting clinical notes, summarizing patient records for clinicians, and answering routine patient or member questions. Because errors can affect patient safety, organizations pair these tools with source-linked answers, strong access controls, and human oversight, and privacy rules shape which data a system can use.<\/p>   \n<\/div> \n\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\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-2394\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"5\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-2394\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> What are the latest generative AI trends in banking and finance? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"40\" height=\"40\" fill=\"none\"><path fill=\"#C63031\" d=\"M8 21v-2h24v2z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"40\" height=\"40\" fill=\"none\"><path fill=\"#C63031\" d=\"M19 8h2v24h-2z\"><\/path><path fill=\"#C63031\" d=\"M8 21v-2h24v2z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-2394\" class=\"elementor-element elementor-element-a9dbc23 e-flex e-con-boxed e-con e-child\" data-id=\"a9dbc23\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3f4eb4d elementor-widget elementor-widget-html\" data-id=\"3f4eb4d\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class='content'>\n <p>The latest generative AI trends in banking and finance show a shift from experiments toward document summarization, advisor support, and early AI agent deployments. NVIDIA\u2019s 2026 survey found that 61% of financial services professionals said their organizations were using or assessing generative AI. Common use cases include summarizing financial documents, helping advisors find answers in internal knowledge bases, and drafting customer responses, with compliance checks before messages are sent to customers.<\/p>   \n<\/div> \n\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\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-2395\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"6\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-2395\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> What challenges can slow enterprise adoption of GenAI? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"40\" height=\"40\" fill=\"none\"><path fill=\"#C63031\" d=\"M8 21v-2h24v2z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"40\" height=\"40\" fill=\"none\"><path fill=\"#C63031\" d=\"M19 8h2v24h-2z\"><\/path><path fill=\"#C63031\" d=\"M8 21v-2h24v2z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-2395\" class=\"elementor-element elementor-element-829c32f e-flex e-con-boxed e-con e-child\" data-id=\"829c32f\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-dc76206 elementor-widget elementor-widget-html\" data-id=\"dc76206\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class='content'>\n <p>The challenges that most often slow enterprise adoption of GenAI are data readiness, governance, and ownership. Unclear business value, skills gaps, and security risks such as prompt injection add to the list. Starting with one workflow, trusted data, and clear review steps helps keep these problems manageable.<\/p>   \n<\/div> \n\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\t\t\t<\/details>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<script type=\"application\/ld+json\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@type\":\"FAQPage\",\"mainEntity\":[{\"@type\":\"Question\",\"name\":\"What is generative AI, and how does it differ from other AI technologies?\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"Generative AI creates new content, such as text, code, images, audio, and video, from a prompt and context. 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Starting with one workflow, trusted data, and clear review steps helps keep these problems manageable.\"}}]}<\/script>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-40cf4e8 elementor-widget elementor-widget-html\" data-id=\"40cf4e8\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"faq-controls\">\r\n    <span class=\"toggle-btn show-all\">Show all<\/span>\r\n    <span class=\"toggle-btn show-less\" style=\"display: none;\">Show less<\/span>\r\n<\/div>\r\n\r\n<!--faq list example-->\r\n<!--<div class='content content-with-list'>-->\r\n<!--<p>-->\r\n<!--    As a rough benchmark, banks and fintechs can expect:-->\r\n\r\n<!--<\/p>-->\r\n<!--<ul class=\"faq-list\">-->\r\n<!--    <li>Cloud-based platforms: from tens of thousands to several hundred thousand dollars per year.<\/li>-->\r\n<!--    <li>Enterprise core banking systems: from several hundred thousand dollars to several million dollars for implementation and licensing.<\/li>-->\r\n<!--    <li>Large-scale modernization projects: often exceed several million dollars once migration, integrations, customization, testing, and training are included.<\/li>-->\r\n<!--<\/ul>-->\r\n<!--<p>-->\r\n<!--It's also important to look beyond licensing costs. 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class=\"elementor-element elementor-element-3486738 ddcv elementor-widget elementor-widget-html\" data-id=\"3486738\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<style>\r\n  .article-description > .e-con-inner {\r\n    align-items: baseline !important;\r\n    \/* align-items: flex-start !important; *\/\r\n  }\r\n\r\n  .stickyTable {\r\n    position: sticky;\r\n    top: 72px;\r\n    bottom: auto;\r\n  }\r\n<\/style>\r\n\r\n<!--NOTE Change data-id in wrapper styles for hide this block on the mobile device screen-->\r\n<div class=\"toc-wrapper\">\r\n  <h4 class=\"toc-title\">Table of contents<\/h4>\r\n  <div class=\"toc toc-2\"><\/div>\r\n<\/div>\r\n\r\n<script>\r\n  document.addEventListener(\"DOMContentLoaded\", () => {\r\n    \/*-------------------------------\r\n    SETTING\r\n  --------------------------------*\/\r\n    const LINKS = {\r\n      \"Key takeaways\": \"Key takeaways\",\r\n      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TOC LIST\r\n  --------------------------------*\/\r\n    function createToc() {\r\n      const tocContainer = document.querySelector(\".toc.toc-2\");\r\n      const list = document.createElement(\"ul\");\r\n\r\n      \r\n      headerElements = [\r\n        ...document.querySelectorAll(\".article-description h2\"),\r\n      ];\r\n\r\n      \r\n      const excluded = [\r\n        document.querySelector(\".related_content_blog_container h2\"),\r\n      ];\r\n      \/\/   headerElements = headerElements.filter((h) => !excluded.includes(h));\r\n\r\n      headerElements.forEach((header) => {\r\n        const textOriginal =\r\n          header.dataset.title?.trim() || header.textContent.trim();\r\n        const id =\r\n          header.id ||\r\n          textOriginal\r\n            .toLowerCase()\r\n            .replace(\/[^\\w ]+\/g, \"\")\r\n            .replace(\/ +\/g, \"-\");\r\n        header.id = id;\r\n\r\n        const li = document.createElement(\"li\");\r\n        const a = 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           li.classList.remove(\"active\", \"pre-active\"),\r\n            );\r\n\r\n            const index = headerElements.findIndex((h) => h.id === id);\r\n\r\n            tocLinks.forEach((li, i) => {\r\n              if (i === index) li.classList.add(\"active\");\r\n              if (i < index) li.classList.add(\"pre-active\");\r\n            });\r\n          }\r\n        });\r\n      };\r\n\r\n      const observer = new IntersectionObserver(callback, observerOptions);\r\n      headerElements.forEach((h) => observer.observe(h));\r\n    }\r\n\r\n    \r\n    function loadAllImages() {\r\n      document.querySelectorAll(\"img\").forEach((img) => {\r\n        const src = img.dataset.src || img.src;\r\n        img.src = src;\r\n      });\r\n    }\r\n\r\n    \/*-------------------------------\r\n    INIT\r\n  --------------------------------*\/\r\n    setTimeout(() => {\r\n      loadAllImages();\r\n      createToc();\r\n      setContainerHeight();\r\n      createObserver();\r\n    }, 300);\r\n  });\r\n<\/script>\r\n\r\n<style>\r\n  .table-content-container {\r\n    max-width: 300px;\r\n    width: 100%;\r\n    flex-shrink: 0;\r\n  }\r\n\r\n  .table-content-container .elementor-widget-wrap {\r\n    margin: 0 !important;\r\n    padding: 0 !important;\r\n  }\r\n\r\n  @media (max-width: 1279px) {\r\n    .table-content-container {\r\n      display: none !important;\r\n    }\r\n  }\r\n\r\n  .toc-wrapper {\r\n    display: flex;\r\n    flex-direction: column;\r\n    row-gap: 30px;\r\n    font-family: \"Karla\";\r\n    box-sizing: border-box;\r\n    max-height: 436px; \r\n\r\n    flex: 1;\r\n  }\r\n  .ddcv {\r\n    flex-basis: 100%;\r\n    flex-grow: 1;\r\n    flex-shrink: 1;\r\n    overflow-y: auto;\r\n  }\r\n\r\n  .toc-wrapper {\r\n    overflow-y: auto;\r\n    \/*flex-shrink: 1;*\/\r\n    \/*flex-basis: 436px;*\/\r\n    \/*flex-grow: 1;*\/\r\n  }\r\n\r\n  .toc-wrapper::-webkit-scrollbar,\r\n  .ddcv::-webkit-scrollbar {\r\n    position: absolute !important;\r\n    width: 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padding: 0px;\r\n    border-left: 1px solid #717171;\r\n  }\r\n\r\n  .toc li {\r\n    margin-left: -1px;\r\n    margin-top: 0;\r\n    padding: 16px 16px 16px 20px;\r\n    font-size: 18px;\r\n    line-height: 22px;\r\n    color: #717171;\r\n    border-left: 2px solid transparent;\r\n  }\r\n\r\n  .toc ul li a {\r\n    display: block;\r\n    width: 100%;\r\n    color: inherit;\r\n    text-decoration: none !important;\r\n  }\r\n\r\n  .toc ul .active {\r\n    color: #2e2e2e;\r\n    border-left: 2px solid #c63031;\r\n  }\r\n\r\n  .toc ul .pre-active {\r\n    border-left: 2px solid #c63031;\r\n  }\r\n<\/style>\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-97edc4c e-con-full elementor-hidden-tablet elementor-hidden-mobile e-flex e-con e-child\" data-id=\"97edc4c\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-a092741 e-con-full e-flex e-con e-child\" data-id=\"a092741\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e9a25d2 elementor-widget-tablet__width-inherit elementor-widget__width-initial max100 elementor-widget elementor-widget-heading\" data-id=\"e9a25d2\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Build generative AI into your workflows<\/h3>\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-521b2f5 e-con-full e-flex e-con e-child\" data-id=\"521b2f5\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-180236e elementor-absolute elementor-widget-mobile__width-inherit transform elementor-widget elementor-widget-html\" data-id=\"180236e\" data-element_type=\"widget\" data-settings=\"{&quot;_position&quot;:&quot;absolute&quot;}\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"wave-container\"><\/div>\r\n\r\n<style>\r\n  .wave-container {\r\n    width: 400px;\r\n    height: 400px;\r\n  }\r\n\r\n  @media(max-width: 767px) {\r\n    .wave-container {\r\n      width: 100%;\r\n      height: 100%;\r\n    }\r\n  }\r\n\r\n\r\n  .wave {\r\n    position: absolute;\r\n    border: 1px solid rgba(210, 184, 214, 1);\r\n    border-radius: 50%;\r\n    animation: drop 16s infinite;\r\n    top: 50%;\r\n    left: 50%;\r\n    transform: translate(-50%, -50%);\r\n    box-sizing: border-box;\r\n  }\r\n\r\n  @keyframes drop {\r\n    0% {\r\n      width: 0px;\r\n      height: 0px;\r\n      border: 1px solid rgba(210, 184, 214, 1);\r\n    }\r\n\r\n    100% {\r\n      width: 400px;\r\n      height: 400px;\r\n      border: 1px solid rgba(210, 184, 214, 0);\r\n    }\r\n  }\r\n<\/style>\r\n\r\n<script>\r\n\r\n  document.addEventListener('DOMContentLoaded', () => {\r\n    function createWaves(numberOfWaves) {\r\n      const waveContainers = document.querySelectorAll('.wave-container');\r\n\r\n      waveContainers.forEach((waveContainer) => {\r\n        for (let i = 0; i < numberOfWaves; i++) {\r\n          const wave = document.createElement('div');\r\n          wave.classList.add('wave');\r\n\r\n          wave.style.animationDelay = `${i * 0.8}s`;\r\n\r\n          waveContainer.appendChild(wave);\r\n        }\r\n      });\r\n    }\r\n\r\n    createWaves(10)\r\n  });\r\n<\/script>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0ce1213 elementor-align-left elementor-widget__width-initial elementor-widget-mobile__width-inherit cta-btn elementor-widget elementor-widget-button\" data-id=\"0ce1213\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"#contact-form\">\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\">Contact us<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\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-eab1d6c e-flex e-con-boxed e-con e-parent\" data-id=\"eab1d6c\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-87ab0d5 elementor-widget elementor-widget-shortcode\" data-id=\"87ab0d5\" data-element_type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-shortcode\">\n<div class=\"wpcf7 no-js\" id=\"wpcf7-f100240-o1\" lang=\"en-US\" dir=\"ltr\" data-wpcf7-id=\"100240\">\n<div class=\"screen-reader-response\"><p role=\"status\" aria-live=\"polite\" aria-atomic=\"true\"><\/p> <ul><\/ul><\/div>\n<form action=\"\/fr\/wp-json\/wp\/v2\/posts\/202637#wpcf7-f100240-o1\" method=\"post\" class=\"wpcf7-form init\" aria-label=\"Contact form\" enctype=\"multipart\/form-data\" novalidate=\"novalidate\" data-status=\"init\">\n<fieldset class=\"hidden-fields-container\"><input type=\"hidden\" name=\"_wpcf7\" value=\"100240\" \/><input type=\"hidden\" name=\"_wpcf7_version\" value=\"6.1.6\" \/><input type=\"hidden\" name=\"_wpcf7_locale\" value=\"en_US\" \/><input type=\"hidden\" name=\"_wpcf7_unit_tag\" value=\"wpcf7-f100240-o1\" \/><input type=\"hidden\" name=\"_wpcf7_container_post\" value=\"0\" \/><input type=\"hidden\" name=\"_wpcf7_posted_data_hash\" value=\"\" \/><input type=\"hidden\" name=\"_wpcf7_recaptcha_response\" value=\"\" \/>\n<\/fieldset>\n<style>\n.mailToContact br:nth-child(2){\ndisplay:none;\n}\n#form-templates .contact__info {\n  background-color: #f4f4f4;\n  padding: 70px 44px 70px 50px;\n  position: relative;\n  max-width: 540px;\n  width: 100%;\nborder: 1px solid #AEB1B7;\n}\n\n#form-templates .contact__info-background {\n  z-index: -1;\n  position: absolute;\n  top: 20px;\n  left: 20px;\n  width: 100%;\n  height: 100%;\n  border: 1px dashed #ef4557;\n}\n\n\n#form-templates .new-container{\ndisplay: flex;\njustify-content: space-between;\nflex-wrap: wrap;\n}\n\n\n#form-templates{\npadding: 100px 15px 100px 15px;        \n}\n\n#form-templates .contact__info-heading {\n  font-family: 'Sora' !important;\n  font-style: normal !important;\n  font-weight: 400 !important;\n  font-size: 36px !important;\n  line-height: 46px !important;\n  color: #2E2E2E !important;\n   margin-bottom: 60px !important;\n\n}\n\n\n#form-templates .message label{\ncolor: #585858 !important;   \n}\n\n.elementor-widget-container.form-template h2,.elementor-widget-container.form-template h1{\n font-size: 60px !important;\n  line-height: 70px !important;\n  font-family: \"Sora\", Sans-serif;\n  font-weight: 400;\n  margin: 0;  \n  margin-bottom: 20px;\n}\n\n\n\n\n.elementor-widget-container.form-template p{\n  font-family: \"Karla\", Sans-serif;\n  font-size: 22px;\n  font-weight: 400;\n  line-height: 28px;\n  color: var( --e-global-color-primary );\n  max-width: 700px;\n  margin: 0; \n  margin-bottom: 40px;\n} \n  \n\n\n.new-container #spinner{\nwidth: 50%;\nmax-width: 700px;\n}\n\n\n#form-templates .new-container #spinner div.contact-us__wrapper:nth-child(6){\ngap:30px; \n    \n}\n\n.contact-us__wrapper .pp a{\n  text-decoration: underline;\n}\n.contact-us__wrapper .pp a:hover{\n  color:#C63031;\n}\n.contact-us__wrapper .pp a:active{\n  color: #D13B3B;\n}\n\n#form-templates .contact__info-heading {\n  margin-bottom: 67px;\n  font-size: 36px;\n  font-family: karla;\n  color:  #2E2E2E;\n\n  line-height: 49px;\n}\n\n#form-templates .contact__info-steps {\n  display: flex;\n  flex-direction: column;\n  max-width: 425x;\n  row-gap: 20px;\n  border-left: 1px solid #2e2e2e;\n}\n\n#form-templates .contact__info-block {\n  position: relative;\n  padding-left: 45px;\n}\n\n#form-templates .contact__info-block:last-child {\n  box-shadow: -1px 0 0 1px #f4f4f4;\n}\n\n#form-templates .contact__info-step {\n  position: absolute;\n  border: 1px solid #2e2e2e;\n  width: 40px;\n  height: 40px;\n  display: flex;\n  align-items: center;\n  justify-content: center;\n  border-radius: 20px;\n  left: -20px;\n  top: -8px;\n  background-color: #F4F4F4;\n  color:  #2E2E2E;\n\nfont-family: Karla;\nfont-weight: 700;\nfont-size: 18px;\nline-height: 28px;\n\n}\n\n.elementor-widget-global .contact__info-step {\n        color:  #2E2E2E;\n}\n\n#form-templates .contact__info-text {\n  margin: 0;\n  font-size: 16px;\n  line-height: 26px;\n  color: #2E2E2E;\n  font-family: karla;\n\n  width: 100%;\n}\n\n\n#form-templates .contact-us__send{\nflex-shrink: 0;\nmargin-top:0;\n}\n\n\n\n@media screen and (max-width: 1279px) {\n    .new-container #spinner{\n        width: 100%;\n        max-width:100%;\n        margin-bottom:40px;\n    }\n    \n\n    .new-container .contact__info {\n        max-width: 700px !important;\n    }\n    \n}\n\n\n@media screen and (max-width: 1279px) {\n#form-templates{\npadding: 60px 15px 70px 15px;     \n}\n}\n\n\n\n@media screen and (max-width: 767px) {\n\n#form-templates .new-container #spinner div.contact-us__wrapper:nth-child(6){\ngap:20px; \n \n}\n\n\n  #form-templates .contact__info {\n    padding: 20px 20px 40px 40px;\n    margin: 0 auto;\n  }\n\n\n#form-templates{\npadding: 40px 15px 50px 15px;  \n    \n}\n\n  \n   .new-container #spinner{\n       \n    margin-bottom:30px;   \n   }\n   \n   \n   .elementor-widget-container #form-templates .form-template h2,.elementor-widget-container.form-template h1{\n   font-size: 32px !important;\n    line-height: 42px !important;    \n   }\n   \n   \n   .elementor-widget-container #form-templates .form-template p{\n       \n    font-size: 16px;\n    line-height: 20px;  \n    margin-bottom: 30px !important;\n \n       \n   }\n   \n   #form-templates .contact__info-heading{\n   font-size: 24px !important;\n    line-height: 49px !important;    \n       \n   }\n   \n\n.mailToContact{\nmargin-top: 10px !important;        \n}\n\n   \n\n  #form-templates .contact__info-heading {\n    font-size: 24px;\n    margin-bottom: 37px;\n  }\n\n  #form-templates .contact__info-background {\n    top: 10px;\n    left: 10px;\n  }\n\n  #form-templates .contact__info-text {\n    font-size: 12px;\n    line-height: 20px;\n  }\n  \n  \n  #form-templates .contact__info-heading {\n   margin-bottom: 35px !important;\n\n}\n\n}\n\n@media (max-width: 767px) {\n    .mailToContact {\n        max-width: 100%;\n    }\n    .contact-us__wrapper .pp {\nfont-size: 12px !important;\nline-height: 140%;\nmargin-bottom: 0 !important;\n\n}\n}\n<\/style>\n\n<script>\nwindow.addEventListener('hashchange',function(e){if(window.history.pushState){window.history.pushState('','\/',window.location.pathname)}else{window.location.hash=''}})\n<\/script>\n\n\n<div id=\"form-templates\">\n<div class=\"elementor-widget-container form-template\">\n<a name=\"contact-form\"><\/a>\n<h2>Contact us<\/h2>\n<p><a id=\"calendlylink\" style=\"\">Book a call<\/a> or fill out the form below and we\u2019ll get back to you once we\u2019ve processed your request.<\/p>\n<\/div>\n\n<div class=\"new-container\">\n\n\n<div class=\"contact-us__main\" id=\"spinner\" data-no-defer=\"1\">\n\n<div class=\"contact-us__wrapper\">\n\n<div class=\"name\">\n<label>Name<\/label>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"field_name\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-text wpcf7-validates-as-required contact-us__name\" id=\"contact-name\" aria-required=\"true\" aria-invalid=\"false\" placeholder=\"Name*\" value=\"\" type=\"text\" name=\"field_name\" \/><\/span>\n<\/div>\n\n<div class=\"company\">\n<label>Company<\/label>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"company\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-text wpcf7-validates-as-required contact-us__company\" id=\"contact-company\" aria-required=\"true\" aria-invalid=\"false\" placeholder=\"Company*\" value=\"\" type=\"text\" name=\"company\" \/><\/span>\n<\/div>\n\n<\/div>\n\n<div class=\"contact-us__wrapper\">\n\n<div class=\"email\">\n<label>Email<\/label>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"email\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-email wpcf7-validates-as-required wpcf7-text wpcf7-validates-as-email contact-us__email\" id=\"contact-email\" aria-required=\"true\" aria-invalid=\"false\" placeholder=\"Corporate email*\" value=\"\" type=\"email\" name=\"email\" \/><\/span>\n<\/div>\n\n<div class=\"phone\">\n<label>Phone<\/label>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"tel\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-tel wpcf7-validates-as-required wpcf7-text wpcf7-validates-as-tel contact-us__phone\" id=\"contact-phone\" aria-required=\"true\" aria-invalid=\"false\" placeholder=\"Phone*\" value=\"\" type=\"tel\" name=\"tel\" \/><\/span>\n<\/div>\n\n<\/div>\n<div class=\"contact-us__wrapper subj\">\n<span class=\"wpcf7-form-control-wrap\" data-name=\"your-recipient\"><select class=\"wpcf7-form-control wpcf7-select\" id=\"form-field-subj_js\" aria-invalid=\"false\" name=\"your-recipient\"><option value=\"\">Subject*<\/option><option value=\"IT staff augmentation\">IT staff augmentation<\/option><option value=\"Turnkey product development\">Turnkey product development<\/option><option value=\"Support and enhancement\">Support and enhancement<\/option><option value=\"Careers\">Careers<\/option><option value=\"Other\">Other<\/option><\/select><\/span>\n\n<span class=\"wpcf7-form-control-wrap\" data-name=\"form-field-budget_js\"><select  class=\"wpcf7-form-control wpcf7-select\" id=\"form-field-budget_js\" aria-invalid=\"false\" name=\"form-field-budget_js\" aria-label=\"Project budget\"><option value=\"\">Project budget<\/option><option value=\"Under $15K\">Under $15K<\/option><option value=\"$15K-$30K\">$15K-$30K<\/option><option value=\"$30K-$100K\">$30K-$100K<\/option><option value=\"$100K-$250K\">$100K-$250K<\/option><option value=\"$250K-$500K\">$250K-$500K<\/option><option value=\"More than $500K\">More than $500K<\/option><\/select><\/span>\n\n<\/div>\n\n\n<div class=\"message\">\n<label>Message<\/label>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"message\"><textarea cols=\"40\" rows=\"1\" maxlength=\"2000\" class=\"wpcf7-form-control wpcf7-textarea wpcf7-validates-as-required contact-us__message\" id=\"contact-message\" aria-required=\"true\" aria-invalid=\"false\" placeholder=\"Describe your needs in detail*\" name=\"message\"><\/textarea><\/span>\n<\/div>\n\n<div class=\"atvoice-wrap\">\n\n<div class=\"voice-wrap\">\n<span id=\"voice-mut\" class=\"voicetext\">Send us a voice message<\/span>\n         <div class=\"qc_voice_audio_wrapper\">\n            <div class=\"qc_voice_audio_container\">\n                <div class=\"qc_voice_audio_upload_main\" id=\"qc_audio_main\">\n                    <a class=\"qc_audio_record_button\" id=\"qc_audio_record\" href=\"#\" aria-label=\"Record an audio message\">\n                        <span class=\"dashicons dashicons-microphone\"><\/span> \u00a0<\/a> \n                <\/div>\n\n                <div class=\"qc_voice_audio_recorder\" id=\"qc_audio_recorder\" style=\"display:none\">\n\n                <\/div>\n                <div class=\"qc_voice_audio_display\" id=\"qc_audio_display\"  style=\"display:none\">\n                    <audio id=\"qc-audio\" controls src=\"\"><\/audio>\n                    <span title=\"Remove and back to main upload screen.\" class=\"qc_audio_remove_button dashicons dashicons-trash\"><\/span>\n                <\/div>\n            <\/div>\n            <input type=\"hidden\" value=\"\" name=\"qcwpvoicemessage\" id=\"qc_audio_url\" \/>\n        <\/div>\n        \n<\/div>\n\n\n<div class=\"attach-wrap\">\n<span class=\"voicetext\">Attach documents<\/span>\n\n<div class='attachment'>\n\n<div class=\"downloaded\">\n<span><\/span>\n<div class=\"deleteFile\"><\/div>\n<\/div>\n\n<div class=\"attachmentButton\" onclick=\"(function cl(e){if(e.target.nodeName == 'DIV'){e.target.parentNode.children[1].children[0].click(); }})(arguments[0]);\">\n\n<div class=\"innerText\">Upload file<\/div>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"att-files\"><input size=\"40\" class=\"wpcf7-form-control wpcf7-file\" accept=\".jpg,.png,.jpeg,.pdf\" aria-invalid=\"false\" type=\"file\" name=\"att-files\" \/><\/span>\n\n<div class=\"tip\" onclick=\"event.stopPropagation()\">\n<p>You can attach 1 file up to 2MB. Valid file formats: pdf, jpg, jpeg, png.<\/p>\n<\/div>\n\n<\/div>\n\n<\/div>\n\n<\/div>\n\n\n\n<\/div>\n\n<div class=\"contact-us__wrapper\"> \n<p class=\"pp\">By clicking Send, you consent to Innowise processing your personal data per our <a href=\"\/privacy-notice\/\">Privacy Policy<\/a> to provide you with relevant information. By submitting your phone number, you agree that we may contact you via voice calls, SMS, and messaging apps. Calling, message, and data rates may apply.<\/p>\n\n<input class=\"wpcf7-form-control wpcf7-hidden\" value=\"\" type=\"hidden\" name=\"scoring_point\" \/>\n<input class=\"wpcf7-form-control wpcf7-hidden\" value=\"\" type=\"hidden\" name=\"utmCampaign\" \/>\n<input class=\"wpcf7-form-control wpcf7-hidden\" value=\"\" type=\"hidden\" name=\"utmContent\" \/>\n<input class=\"wpcf7-form-control wpcf7-hidden\" value=\"\" type=\"hidden\" name=\"utmMedium\" \/>\n<input class=\"wpcf7-form-control wpcf7-hidden\" value=\"\" type=\"hidden\" name=\"utmSource\" \/>\n<input class=\"wpcf7-form-control wpcf7-hidden\" value=\"\" type=\"hidden\" name=\"utmTerm\" \/>\n<input class=\"wpcf7-form-control wpcf7-hidden\" value=\"\" type=\"hidden\" name=\"location\" \/>\n<input class=\"wpcf7-form-control wpcf7-hidden\" value=\"\" type=\"hidden\" name=\"city\" \/>\n<input class=\"wpcf7-form-control wpcf7-hidden\" value=\"\" type=\"hidden\" name=\"ip\" \/>\n<input class=\"wpcf7-form-control wpcf7-hidden\" value=\"\" type=\"hidden\" name=\"Summ\" \/>\n<input class=\"wpcf7-form-control wpcf7-hidden\" value=\"\" type=\"hidden\" name=\"gclid\" \/>\n<input class=\"wpcf7-form-control wpcf7-hidden\" value=\"\" type=\"hidden\" name=\"rating\" \/>\n<input class=\"wpcf7-form-control wpcf7-hidden\" value=\"\" type=\"hidden\" name=\"urlCompany\" \/>\n<input class=\"wpcf7-form-control wpcf7-hidden\" value=\"\" type=\"hidden\" name=\"urlWithParams\" \/>\n<input class=\"wpcf7-form-control wpcf7-hidden\" value=\"\" type=\"hidden\" name=\"audioMessageLink\" \/>\n<input class=\"wpcf7-form-control wpcf7-submit has-spinner contact-us__send\" id=\"contact-send-button\" type=\"submit\" value=\"Send\" \/>\n<\/div>\n\n<div class='mailToContact'>You can also send us your request <\/br>to <a href=\"mailto:contact@innowise.com\">contact@innowise.com<\/a><\/div>\n\n<\/div>\n\n<div class=\"elementor-widget-container\" style=\"z-index:1;\">\n<div class=\"contact__info\">\n  <div class=\"contact__info-background\"><\/div>\n  <div class=\"contact__info-heading\">What happens next?<\/div>\n  <div class=\"contact__info-steps\">\n\n    <div class=\"contact__info-block\">\n      <div class=\"contact__info-step\">1<\/div>\n      <p class=\"contact__info-text\">Once we\u2019ve received and processed your request, we\u2019ll get back to you to detail your\n        project needs and sign an NDA to ensure confidentiality.<\/p>\n    <\/div>\n\n    <div class=\"contact__info-block\">\n      <div class=\"contact__info-step\">2<\/div>\n      <p class=\"contact__info-text\">After examining your wants, needs, and expectations, our team will devise a project\n        proposal with the scope of work, team size, time, and cost estimates.<\/p>\n    <\/div>\n\n    <div class=\"contact__info-block\">\n      <div class=\"contact__info-step\">3<\/div>\n      <p class=\"contact__info-text\">We\u2019ll arrange a meeting with you to discuss the offer and nail down the details.<\/p>\n    <\/div>\n\n    <div class=\"contact__info-block\">\n      <div class=\"contact__info-step\">4<\/div>\n      <p class=\"contact__info-text\">Finally, we\u2019ll sign a contract and start working on your project right away.<\/p>\n    <\/div>\n  <\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\n\n<\/div>\n\n<\/div><div class=\"wpcf7-response-output\" aria-hidden=\"true\"><\/div>\n<\/form>\n<\/div>\n<\/div>\n\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\t\t<\/div>\n\t\t<div class=\"related_content_blog_container\">[related_content_list]<\/div><script>\n            jQuery( document ).ready(function($) {\n            var parentSection = $('[data-elementor-type=\"wp-page\"]');\n            if($('[data-elementor-type=\"wp-post\"]').length){\n                var parentSection = $('[data-elementor-type=\"wp-post\"]');\n            }\n            \n                parentSection.children().last().before($('.related_content_blog_container'));\n            });\n            <\/script><div class=\"other_services_container\">[need_other_services_v2]<\/div><script>\n                    jQuery( document ).ready(function($) {\n                        var parentSection = $('[data-elementor-type=\"wp-page\"]');\n                        if($('[data-elementor-type=\"wp-post\"]').length){\n                            var parentSection = $('[data-elementor-type=\"wp-post\"]');\n                        }\n                        \n                        console.log(parentSection);\n                        parentSection.children().last().before($('.other_services_container'));\n                        var sections = parentSection.find('.net-15.dt-16');\n                        for(var i = 0; 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