{"id":6313,"date":"2026-03-18T06:02:42","date_gmt":"2026-03-18T06:02:42","guid":{"rendered":"https:\/\/sapidblue.com\/insights\/?p=6313"},"modified":"2026-05-13T11:47:33","modified_gmt":"2026-05-13T11:47:33","slug":"state-of-ai-adoption-insights-from-the-ai-impact-summit-2026","status":"publish","type":"post","link":"https:\/\/sapidblue.com\/insights\/state-of-ai-adoption-insights-from-the-ai-impact-summit-2026\/","title":{"rendered":"State of AI Adoption: Insights from the AI Impact Summit 2026\u00a0"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"6313\" class=\"elementor elementor-6313\">\n\t\t\t\t<div class=\"elementor-element elementor-element-68b0b86e e-flex e-con-boxed e-con e-parent\" data-id=\"68b0b86e\" 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-5012e20a elementor-widget elementor-widget-text-editor\" data-id=\"5012e20a\" 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 data-contrast=\"auto\">\u00a0<\/span><span data-contrast=\"auto\">Artificial Intelligence is no longer a distant innovation. Across industries, organizations are actively exploring how AI can improve operations, enable better decision-making, and unlock new business opportunities.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">To understand how organizations are progressing on this journey, we conducted\u00a0a short survey\u00a0with booth visitors at the\u00a0<\/span><b><span data-contrast=\"auto\">AI Impact Summit 2026<\/span><\/b><span data-contrast=\"auto\">. The survey captured perspectives from\u00a0<\/span><b><span data-contrast=\"auto\">50 industry professionals<\/span><\/b><span data-contrast=\"auto\">, including decision-makers, technical evaluators, and AI practitioners.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">The goal was simple: understand\u00a0<\/span><b><span data-contrast=\"auto\">where organizations stand today in their AI journey, what they want to achieve, and what is slowing them down.<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">The results reveal an interesting picture of\u00a0<\/span><b><span data-contrast=\"auto\">AI ambition versus AI execution<\/span><\/b><span data-contrast=\"auto\">.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><!-- \/wp:paragraph --><!-- wp:heading --><\/p>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Where_Organizations_Stand_in_Their_AI_Journey\"><\/span><span class=\"TextRun SCXW172499445 BCX8\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW172499445 BCX8\" data-ccp-parastyle=\"heading 1\">Where Organizations Stand in Their AI Journey<\/span><\/span><span class=\"EOP SCXW172499445 BCX8\" data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335559738&quot;:322,&quot;335559739&quot;:322}\">\u00a0<\/span><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><!-- \/wp:heading --><!-- wp:paragraph --><\/p>\n<p><span data-contrast=\"auto\">AI adoption is clearly underway, but most organizations are still navigating the\u00a0early stages\u00a0of implementation.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">A large portion\u00a0of respondents\u00a0indicated\u00a0that their organizations are currently in\u00a0<\/span><b><span data-contrast=\"auto\">pilot or proof-of-concept stages<\/span><\/b><span data-contrast=\"auto\">, while others have moved into\u00a0<\/span><b><span data-contrast=\"auto\">limited production environments<\/span><\/b><span data-contrast=\"auto\">.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Only a smaller percentage reported that AI is\u00a0<\/span><b><span data-contrast=\"auto\">scaling across multiple functions<\/span><\/b><span data-contrast=\"auto\">\u00a0within their organization.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">This suggests that while AI experimentation is widespread,\u00a0<\/span><b><span data-contrast=\"auto\">enterprise-wide AI deployment is still evolving<\/span><\/b><span data-contrast=\"auto\">.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Many companies are testing use cases,\u00a0validating\u00a0value, and building internal capabilities before committing to broader AI adoption.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><img fetchpriority=\"high\" decoding=\"async\" class=\"aligncenter wp-image-6349 size-large\" src=\"https:\/\/sapidblue.com\/insights\/wp-content\/uploads\/2026\/03\/Group-1000004229-1024x591.png\" alt=\"\" width=\"1024\" height=\"591\" srcset=\"https:\/\/sapidblue.com\/insights\/wp-content\/uploads\/2026\/03\/Group-1000004229-1024x591.png 1024w, https:\/\/sapidblue.com\/insights\/wp-content\/uploads\/2026\/03\/Group-1000004229-300x173.png 300w, https:\/\/sapidblue.com\/insights\/wp-content\/uploads\/2026\/03\/Group-1000004229-768x444.png 768w, https:\/\/sapidblue.com\/insights\/wp-content\/uploads\/2026\/03\/Group-1000004229.png 1451w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/p>\n<p><!-- \/wp:paragraph --><!-- wp:heading {\"level\":3} --><\/p>\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"What_Organizations_are_Trying_to_Achieve_with_AI\"><\/span><span class=\"TextRun SCXW77821292 BCX8\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW77821292 BCX8\" data-ccp-parastyle=\"heading 1\">What Organizations are Trying to Achieve with AI<\/span><\/span><span class=\"EOP SCXW77821292 BCX8\" data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335559738&quot;:322,&quot;335559739&quot;:322}\">\u00a0<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><!-- \/wp:heading --><!-- wp:paragraph --><\/p>\n<p><span data-contrast=\"auto\">When asked about their primary AI\u00a0objectives, the responses highlight a strong focus on\u00a0<\/span><b><span data-contrast=\"auto\">operational improvements and smarter decision-making<\/span><\/b><span data-contrast=\"auto\">.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Key\u00a0objectives\u00a0include:<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"1\" data-aria-level=\"1\">Decision intelligence and analytics\u00a0<\/li>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"2\" data-aria-level=\"1\"><a href=\"https:\/\/sapidblue.com\/intelligent-process-automation\" target=\"_blank\" rel=\"noopener\">Process automation<\/a>\u00a0<\/li>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"3\" data-aria-level=\"1\">Risk and compliance management\u00a0<\/li>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"4\" data-aria-level=\"1\">Enhancing product features with AI\u00a0<\/li>\n<\/ul>\n<p><span data-contrast=\"auto\">Interestingly,\u00a0a number of\u00a0respondents\u00a0indicated\u00a0that their organizations are\u00a0<\/span><b><span data-contrast=\"auto\">still evaluating potential AI use cases<\/span><\/b><span data-contrast=\"auto\">, suggesting that many companies are still exploring where AI can create the most value.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">This reflects a broader industry trend where AI adoption is often driven by\u00a0<\/span><b><span data-contrast=\"auto\">specific business problems rather than technology experimentation alone<\/span><\/b><span data-contrast=\"auto\">.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><img decoding=\"async\" class=\"aligncenter wp-image-6356 size-large\" src=\"https:\/\/sapidblue.com\/insights\/wp-content\/uploads\/2026\/03\/Group-1000004239-1024x558.png\" alt=\"\" width=\"1024\" height=\"558\" srcset=\"https:\/\/sapidblue.com\/insights\/wp-content\/uploads\/2026\/03\/Group-1000004239-1024x558.png 1024w, https:\/\/sapidblue.com\/insights\/wp-content\/uploads\/2026\/03\/Group-1000004239-300x164.png 300w, https:\/\/sapidblue.com\/insights\/wp-content\/uploads\/2026\/03\/Group-1000004239-768x419.png 768w, https:\/\/sapidblue.com\/insights\/wp-content\/uploads\/2026\/03\/Group-1000004239-1536x838.png 1536w, https:\/\/sapidblue.com\/insights\/wp-content\/uploads\/2026\/03\/Group-1000004239.png 1652w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/p>\n<p><!-- \/wp:paragraph --><!-- wp:heading {\"level\":3} --><\/p>\n<p><!-- \/wp:heading --><!-- wp:paragraph --><\/p>\n<p><!-- \/wp:paragraph --><!-- wp:image {\"id\":2177,\"sizeSlug\":\"full\",\"linkDestination\":\"none\",\"align\":\"center\"} --><\/p>\n<figure class=\"wp-block-image aligncenter size-full\"><\/figure>\n<p><!-- \/wp:image --><!-- wp:heading --><\/p>\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"What_is_Slowing_AI_Adoption\"><\/span><span class=\"TextRun SCXW39834252 BCX8\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW39834252 BCX8\" data-ccp-parastyle=\"heading 1\">What is Slowing AI Adoption<\/span><\/span><span class=\"EOP SCXW39834252 BCX8\" data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335559738&quot;:322,&quot;335559739&quot;:322}\">\u00a0<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><!-- \/wp:heading --><!-- wp:paragraph --><\/p>\n<p><span data-contrast=\"auto\">Despite the growing interest in AI, several barriers continue to slow down large-scale implementation.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">The most\u00a0common challenges\u00a0identified\u00a0in the survey include:<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"2\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"1\" data-aria-level=\"1\">Infrastructure and performance limitations\u00a0<\/li>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"2\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"2\" data-aria-level=\"1\">Uncertainty around ROI and measurable value\u00a0<\/li>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"2\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"3\" data-aria-level=\"1\">Talent and skill gaps\u00a0<\/li>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"2\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"4\" data-aria-level=\"1\">Security and compliance requirements\u00a0<\/li>\n<\/ul>\n<p><span data-contrast=\"auto\">These findings highlight a key reality of enterprise AI adoption: success depends not only on algorithms but also on\u00a0<\/span><b><span data-contrast=\"auto\">data infrastructure, governance, and organizational readiness<\/span><\/b><span data-contrast=\"auto\">.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Many organizations struggle to move beyond pilot stages because scaling AI requires\u00a0<\/span><b><span data-contrast=\"auto\">robust data pipelines, integration with existing systems, and clear performance metrics<\/span><\/b><span data-contrast=\"auto\">.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><img decoding=\"async\" class=\"aligncenter wp-image-6360 size-large\" src=\"https:\/\/sapidblue.com\/insights\/wp-content\/uploads\/2026\/03\/Group-1000004231-1024x533.png\" alt=\"\" width=\"1024\" height=\"533\" srcset=\"https:\/\/sapidblue.com\/insights\/wp-content\/uploads\/2026\/03\/Group-1000004231-1024x533.png 1024w, https:\/\/sapidblue.com\/insights\/wp-content\/uploads\/2026\/03\/Group-1000004231-300x156.png 300w, https:\/\/sapidblue.com\/insights\/wp-content\/uploads\/2026\/03\/Group-1000004231-768x400.png 768w, https:\/\/sapidblue.com\/insights\/wp-content\/uploads\/2026\/03\/Group-1000004231-1536x800.png 1536w, https:\/\/sapidblue.com\/insights\/wp-content\/uploads\/2026\/03\/Group-1000004231.png 1652w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/p>\n<p><!-- \/wp:paragraph --><!-- wp:heading {\"level\":3} --><\/p>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Data_Readiness_for_AI_at_Scale\"><\/span><span class=\"TextRun SCXW74461792 BCX8\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW74461792 BCX8\" data-ccp-parastyle=\"heading 1\">Data Readiness for AI at Scale<\/span><\/span><span class=\"EOP SCXW74461792 BCX8\" data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335559738&quot;:322,&quot;335559739&quot;:322}\">\u00a0<\/span><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><!-- \/wp:heading --><!-- wp:paragraph --><\/p>\n<p><span data-contrast=\"auto\">One of the most revealing insights from the survey was related to\u00a0<\/span><b><span data-contrast=\"auto\">data infrastructure readiness<\/span><\/b><span data-contrast=\"auto\">.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">A majority of\u00a0respondents reported that their organizations are either\u00a0<\/span><b><span data-contrast=\"auto\">not fully prepared or only partially prepared<\/span><\/b><span data-contrast=\"auto\">\u00a0to support AI initiatives at scale.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Only a small percentage\u00a0indicated\u00a0that their data infrastructure is\u00a0<\/span><b><span data-contrast=\"auto\">fully AI-ready<\/span><\/b><span data-contrast=\"auto\">.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">This finding reinforces\u00a0an important point:\u00a0<\/span><b><span data-contrast=\"auto\">data readiness is often the foundation of successful AI adoption<\/span><\/b><span data-contrast=\"auto\">.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Without clean, accessible, and well-structured data, even the most advanced AI models struggle to deliver meaningful business outcomes.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-6361 size-large\" src=\"https:\/\/sapidblue.com\/insights\/wp-content\/uploads\/2026\/03\/Group-1000004233-1024x486.png\" alt=\"\" width=\"1024\" height=\"486\" srcset=\"https:\/\/sapidblue.com\/insights\/wp-content\/uploads\/2026\/03\/Group-1000004233-1024x486.png 1024w, https:\/\/sapidblue.com\/insights\/wp-content\/uploads\/2026\/03\/Group-1000004233-300x142.png 300w, https:\/\/sapidblue.com\/insights\/wp-content\/uploads\/2026\/03\/Group-1000004233-768x364.png 768w, https:\/\/sapidblue.com\/insights\/wp-content\/uploads\/2026\/03\/Group-1000004233-1536x729.png 1536w, https:\/\/sapidblue.com\/insights\/wp-content\/uploads\/2026\/03\/Group-1000004233.png 1652w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/p>\n<p><!-- \/wp:paragraph --><!-- wp:heading {\"level\":3} --><\/p>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"How_Organizations_Measure_AI_Success\"><\/span><span class=\"TextRun SCXW162273508 BCX8\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW162273508 BCX8\" data-ccp-parastyle=\"heading 1\">How Organizations Measure AI Success<\/span><\/span><span class=\"EOP SCXW162273508 BCX8\" data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335559738&quot;:322,&quot;335559739&quot;:322}\">\u00a0<\/span><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><!-- \/wp:heading --><!-- wp:paragraph --><\/p>\n<p><span data-contrast=\"auto\">When it comes to measuring the success of AI initiatives,\u00a0<\/span><b><span data-contrast=\"auto\">operational efficiency<\/span><\/b><span data-contrast=\"auto\">\u00a0emerged\u00a0as the most common metric.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Organizations are looking at AI\u00a0as a way to:<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"3\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"1\" data-aria-level=\"1\">Improve productivity\u00a0<\/li>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"3\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"2\" data-aria-level=\"1\">Automate repetitive tasks\u00a0<\/li>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"3\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"3\" data-aria-level=\"1\">Reduce manual effort\u00a0<\/li>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"3\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"4\" data-aria-level=\"1\">Enhance decision-making accuracy\u00a0<\/li>\n<\/ul>\n<p><span data-contrast=\"auto\">Some organizations also measure AI impact through\u00a0<\/span><b><span data-contrast=\"auto\">revenue growth or decision accuracy<\/span><\/b><span data-contrast=\"auto\">, while a smaller segment is still\u00a0<\/span><b><span data-contrast=\"auto\">defining their success metrics<\/span><\/b><span data-contrast=\"auto\">.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">This reflects the evolving nature of AI adoption, where organizations are still learning how to quantify the value generated by AI initiatives.<\/span><\/p>\n<p><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-6362 size-large\" src=\"https:\/\/sapidblue.com\/insights\/wp-content\/uploads\/2026\/03\/Group-1000004234-1024x577.png\" alt=\"\" width=\"1024\" height=\"577\" srcset=\"https:\/\/sapidblue.com\/insights\/wp-content\/uploads\/2026\/03\/Group-1000004234-1024x577.png 1024w, https:\/\/sapidblue.com\/insights\/wp-content\/uploads\/2026\/03\/Group-1000004234-300x169.png 300w, https:\/\/sapidblue.com\/insights\/wp-content\/uploads\/2026\/03\/Group-1000004234-768x433.png 768w, https:\/\/sapidblue.com\/insights\/wp-content\/uploads\/2026\/03\/Group-1000004234-800x450.png 800w, https:\/\/sapidblue.com\/insights\/wp-content\/uploads\/2026\/03\/Group-1000004234.png 1478w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\u00a0<\/span><\/p>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"How_Organizations_are_Building_AI_Solutions\"><\/span><span class=\"TextRun SCXW111399477 BCX8\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW111399477 BCX8\" data-ccp-parastyle=\"heading 1\">How Organizations\u00a0<\/span><span class=\"NormalTextRun SCXW111399477 BCX8\" data-ccp-parastyle=\"heading 1\">a<\/span><span class=\"NormalTextRun SCXW111399477 BCX8\" data-ccp-parastyle=\"heading 1\">re Building AI Solutions<\/span><\/span><span class=\"EOP SCXW111399477 BCX8\" data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335559738&quot;:322,&quot;335559739&quot;:322}\">\u00a0<\/span><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span data-contrast=\"auto\">The survey also explored how organizations approach AI development.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">The most common approach is a\u00a0<\/span><b><span data-contrast=\"auto\">hybrid model<\/span><\/b><span data-contrast=\"auto\">, combining\u00a0<\/span><b><span data-contrast=\"auto\">in-house development with third-party platforms<\/span><\/b><span data-contrast=\"auto\">.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">This strategy allows organizations to:<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"4\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"1\" data-aria-level=\"1\">Maintain control over core capabilities\u00a0<\/li>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"4\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"2\" data-aria-level=\"1\">Accelerate development using existing platforms\u00a0<\/li>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"4\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"3\" data-aria-level=\"1\">Integrate AI solutions into their existing technology stack\u00a0<\/li>\n<\/ul>\n<p><span data-contrast=\"auto\">Purely\u00a0third-party approaches were less common, suggesting that many organizations prefer\u00a0<\/span><b><span data-contrast=\"auto\">a balance between customization and speed<\/span><\/b><span data-contrast=\"auto\">.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-6364 size-large\" src=\"https:\/\/sapidblue.com\/insights\/wp-content\/uploads\/2026\/03\/Group-1000004235-1024x577.png\" alt=\"\" width=\"1024\" height=\"577\" srcset=\"https:\/\/sapidblue.com\/insights\/wp-content\/uploads\/2026\/03\/Group-1000004235-1024x577.png 1024w, https:\/\/sapidblue.com\/insights\/wp-content\/uploads\/2026\/03\/Group-1000004235-300x169.png 300w, https:\/\/sapidblue.com\/insights\/wp-content\/uploads\/2026\/03\/Group-1000004235-768x433.png 768w, https:\/\/sapidblue.com\/insights\/wp-content\/uploads\/2026\/03\/Group-1000004235-800x450.png 800w, https:\/\/sapidblue.com\/insights\/wp-content\/uploads\/2026\/03\/Group-1000004235.png 1478w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/p>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Expected_Timeline_for_AI_Deployment\"><\/span><span class=\"TextRun SCXW209584314 BCX8\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW209584314 BCX8\" data-ccp-parastyle=\"heading 1\">Expected Timeline for AI Deployment<\/span><\/span><span class=\"EOP SCXW209584314 BCX8\" data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335559738&quot;:322,&quot;335559739&quot;:322}\">\u00a0<\/span><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span data-contrast=\"auto\">Another interesting insight relates to\u00a0<\/span><b><span data-contrast=\"auto\">AI deployment timelines<\/span><\/b><span data-contrast=\"auto\">.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">A\u00a0significant number\u00a0of organizations reported having\u00a0<\/span><b><span data-contrast=\"auto\">active AI projects already underway<\/span><\/b><span data-contrast=\"auto\">, while others expect implementation within the next\u00a0<\/span><b><span data-contrast=\"auto\">three to twelve months<\/span><\/b><span data-contrast=\"auto\">.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">At the same time, some organizations are still in the\u00a0<\/span><b><span data-contrast=\"auto\">exploration phase<\/span><\/b><span data-contrast=\"auto\">, assessing potential use cases before committing to development.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">This\u00a0indicates\u00a0that while AI adoption is accelerating, organizations are progressing at\u00a0<\/span><b><span data-contrast=\"auto\">different speeds depending on their industry, data maturity, and internal capabilities<\/span><\/b><span data-contrast=\"auto\">.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-6368 size-large\" src=\"https:\/\/sapidblue.com\/insights\/wp-content\/uploads\/2026\/03\/Group-1000004236-1024x506.png\" alt=\"\" width=\"1024\" height=\"506\" srcset=\"https:\/\/sapidblue.com\/insights\/wp-content\/uploads\/2026\/03\/Group-1000004236-1024x506.png 1024w, https:\/\/sapidblue.com\/insights\/wp-content\/uploads\/2026\/03\/Group-1000004236-300x148.png 300w, https:\/\/sapidblue.com\/insights\/wp-content\/uploads\/2026\/03\/Group-1000004236-768x379.png 768w, https:\/\/sapidblue.com\/insights\/wp-content\/uploads\/2026\/03\/Group-1000004236-1536x759.png 1536w, https:\/\/sapidblue.com\/insights\/wp-content\/uploads\/2026\/03\/Group-1000004236.png 1611w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/p>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"About_the_Survey_Respondents\"><\/span><span class=\"TextRun SCXW65270007 BCX8\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW65270007 BCX8\" data-ccp-parastyle=\"heading 1\">About the Survey Respondents<\/span><\/span><span class=\"EOP SCXW65270007 BCX8\" data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335559738&quot;:322,&quot;335559739&quot;:322}\">\u00a0<\/span><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span class=\"TextRun SCXW20326749 BCX8\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW20326749 BCX8\">The survey responses came from professionals across a variety of industries, company sizes, and roles involved in AI initiatives.<\/span><\/span><span class=\"EOP SCXW20326749 BCX8\" data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_Industries_represented_include\"><\/span><b><span data-contrast=\"none\">1. Industries represented include:<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335559738&quot;:281,&quot;335559739&quot;:281}\">\u00a0<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"7\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"1\" data-aria-level=\"1\">Information Technology\u00a0<\/li>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"7\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"2\" data-aria-level=\"1\">Finance\u00a0<\/li>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"7\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"3\" data-aria-level=\"1\">Retail and Ecommerce\u00a0<\/li>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"7\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"4\" data-aria-level=\"1\">Healthcare\u00a0<\/li>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"7\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"5\" data-aria-level=\"1\">Entertainment and Media\u00a0<\/li>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"7\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"6\" data-aria-level=\"1\">Real Estate\u00a0<\/li>\n<\/ul>\n<p><span data-contrast=\"auto\">The majority of\u00a0respondents came from\u00a0<\/span><b><span data-contrast=\"auto\">technology-focused organizations<\/span><\/b><span data-contrast=\"auto\">, reflecting the strong role that the tech sector continues to play in driving AI innovation and experimentation.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_Company_size\"><\/span><b><span data-contrast=\"none\">2. Company size<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335559738&quot;:281,&quot;335559739&quot;:281}\">\u00a0<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span data-contrast=\"auto\">Respondents\u00a0represented\u00a0a mix of organizations ranging from\u00a0<\/span><b><span data-contrast=\"auto\">early-stage startups and small teams to larger enterprises<\/span><\/b><span data-contrast=\"auto\">,\u00a0providing\u00a0a diverse view of how AI adoption varies across company sizes.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_Roles_in_AI_decision-making\"><\/span><b><span data-contrast=\"none\">3. Roles in AI decision-making<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335559738&quot;:281,&quot;335559739&quot;:281}\">\u00a0<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span data-contrast=\"auto\">Participants also\u00a0represented\u00a0different levels\u00a0of involvement in AI initiatives, including:<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"8\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"1\" data-aria-level=\"1\">Final decision-makers\u00a0<\/li>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"8\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"2\" data-aria-level=\"1\">Strong influencers in AI strategy\u00a0<\/li>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"8\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"3\" data-aria-level=\"1\">Technical evaluators\u00a0<\/li>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"8\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"4\" data-aria-level=\"1\">Professionals researching AI solutions\u00a0<\/li>\n<\/ul>\n<p><span data-contrast=\"auto\">This mix of roles provides insight not only into\u00a0<\/span><b><span data-contrast=\"auto\">organizational AI adoption<\/span><\/b><span data-contrast=\"auto\">, but also into how AI decisions are evaluated and implemented across\u00a0different levels\u00a0within a company.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-6383 size-large\" src=\"https:\/\/sapidblue.com\/insights\/wp-content\/uploads\/2026\/03\/Group-1000004240-1024x452.png\" alt=\"\" width=\"1024\" height=\"452\" srcset=\"https:\/\/sapidblue.com\/insights\/wp-content\/uploads\/2026\/03\/Group-1000004240-1024x452.png 1024w, https:\/\/sapidblue.com\/insights\/wp-content\/uploads\/2026\/03\/Group-1000004240-300x133.png 300w, https:\/\/sapidblue.com\/insights\/wp-content\/uploads\/2026\/03\/Group-1000004240-768x339.png 768w, https:\/\/sapidblue.com\/insights\/wp-content\/uploads\/2026\/03\/Group-1000004240-1536x679.png 1536w, https:\/\/sapidblue.com\/insights\/wp-content\/uploads\/2026\/03\/Group-1000004240.png 2003w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/p>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Bridging_the_AI_Execution_Gap\"><\/span><span class=\"TextRun SCXW94024879 BCX8\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW94024879 BCX8\" data-ccp-parastyle=\"heading 1\">Bridging the AI Execution Gap<\/span><\/span><span class=\"EOP SCXW94024879 BCX8\" data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335559738&quot;:322,&quot;335559739&quot;:322}\">\u00a0<\/span><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span data-contrast=\"auto\">The insights from the AI Impact Summit reveal a consistent pattern.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Organizations are increasingly interested in AI, but many are still working to move from\u00a0<\/span><b><span data-contrast=\"auto\">experimentation to scalable implementation<\/span><\/b><span data-contrast=\"auto\">.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">The journey from AI pilots to enterprise-scale deployment requires more than technology alone. It requires the right\u00a0<\/span><b><span data-contrast=\"auto\">data architecture, development approach, and integration strategy<\/span><\/b><span data-contrast=\"auto\">.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">At\u00a0<\/span><b><span data-contrast=\"auto\">SapidBlue<\/span><\/b><span data-contrast=\"auto\">, we help organizations navigate this transition by designing and building scalable AI solutions that align with\u00a0real business\u00a0objectives.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Our work focuses\u00a0on:-<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"6\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"1\" data-aria-level=\"1\">AI strategy and architecture\u00a0<\/li>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"6\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"2\" data-aria-level=\"1\">Custom AI application development\u00a0<\/li>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"6\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"3\" data-aria-level=\"1\">Data readiness and integration\u00a0<\/li>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"6\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"4\" data-aria-level=\"1\">Enterprise AI implementation\u00a0<\/li>\n<\/ul>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"AI_Adoption_Insights_Infographic\"><\/span><span class=\"TextRun SCXW163819104 BCX8\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW163819104 BCX8\" data-ccp-parastyle=\"heading 1\">AI Adoption Insights Infographic<\/span><\/span><span class=\"EOP SCXW163819104 BCX8\" data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335559738&quot;:322,&quot;335559739&quot;:322}\">\u00a0<\/span><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span class=\"TextRun SCXW241863088 BCX8\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW241863088 BCX8\">Below is a visual summary of the insights gathered from our survey at the\u00a0<\/span><\/span><span class=\"TextRun SCXW241863088 BCX8\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW241863088 BCX8\">AI Impact Summit 2026<\/span><\/span><span class=\"TextRun SCXW241863088 BCX8\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW241863088 BCX8\">.<\/span><\/span><span class=\"EOP SCXW241863088 BCX8\" data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><img decoding=\"async\" class=\"alignnone size-full wp-image-6425\" src=\"https:\/\/sapidblue.com\/insights\/wp-content\/uploads\/2026\/03\/LinkedIn-3.png\" alt=\"\" \/><\/p>\n<p><!-- \/wp:paragraph --><!-- wp:heading {\"level\":3} --><\/p>\n<p><!-- \/wp:paragraph --><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-a7f9638 e-flex e-con-boxed e-con e-parent\" data-id=\"a7f9638\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-e6d549b e-flex e-con-boxed e-con e-child\" data-id=\"e6d549b\" 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<div class=\"elementor-element elementor-element-9be6f3c e-con-full elementor-hidden-mobile e-flex e-con e-child\" data-id=\"9be6f3c\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;slideshow&quot;,&quot;background_slideshow_gallery&quot;:[{&quot;id&quot;:4446,&quot;url&quot;:&quot;https:\\\/\\\/sapidblue.com\\\/insights\\\/wp-content\\\/uploads\\\/2024\\\/10\\\/1705857628481.jpeg&quot;}],&quot;background_slideshow_loop&quot;:&quot;yes&quot;,&quot;background_slideshow_slide_duration&quot;:5000,&quot;background_slideshow_slide_transition&quot;:&quot;fade&quot;,&quot;background_slideshow_transition_duration&quot;:500}\">\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-a5ef9bb e-con-full e-flex e-con e-child\" data-id=\"a5ef9bb\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7e70ea8 elementor-hidden-desktop elementor-hidden-tablet elementor-widget elementor-widget-image\" data-id=\"7e70ea8\" 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 loading=\"lazy\" decoding=\"async\" width=\"231\" height=\"108\" src=\"https:\/\/sapidblue.com\/insights\/wp-content\/uploads\/2024\/10\/logo.png\" class=\"attachment-large size-large wp-image-4105\" alt=\"\" \/>\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-7873fb4 elementor-hidden-desktop elementor-hidden-tablet elementor-widget elementor-widget-image\" data-id=\"7873fb4\" 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 loading=\"lazy\" decoding=\"async\" width=\"200\" height=\"200\" src=\"https:\/\/sapidblue.com\/insights\/wp-content\/uploads\/2024\/10\/1705857628481.jpeg\" class=\"attachment-large size-large wp-image-4446\" alt=\"\" srcset=\"https:\/\/sapidblue.com\/insights\/wp-content\/uploads\/2024\/10\/1705857628481.jpeg 200w, https:\/\/sapidblue.com\/insights\/wp-content\/uploads\/2024\/10\/1705857628481-100x100.jpeg 100w, https:\/\/sapidblue.com\/insights\/wp-content\/uploads\/2024\/10\/1705857628481-150x150.jpeg 150w, https:\/\/sapidblue.com\/insights\/wp-content\/uploads\/2024\/10\/1705857628481-16x16.jpeg 16w\" sizes=\"(max-width: 200px) 100vw, 200px\" \/>\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-f1b561e e-flex e-con-boxed e-con e-child\" data-id=\"f1b561e\" 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-12ab7b3 elementor-widget elementor-widget-heading\" data-id=\"12ab7b3\" 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<div class=\"elementor-heading-title elementor-size-default\">Abhishek Kumbhat\n<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-872306c elementor-hidden-mobile elementor-widget elementor-widget-image\" data-id=\"872306c\" 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 loading=\"lazy\" decoding=\"async\" width=\"231\" height=\"108\" src=\"https:\/\/sapidblue.com\/insights\/wp-content\/uploads\/2024\/10\/logo.png\" class=\"attachment-large size-large wp-image-4105\" alt=\"\" \/>\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\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-777259c elementor-widget elementor-widget-heading\" data-id=\"777259c\" 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<div class=\"elementor-heading-title elementor-size-default\">FOUNDER &amp; CEO<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4a25617 elementor-widget elementor-widget-heading\" data-id=\"4a25617\" 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<span class=\"elementor-heading-title elementor-size-default\">Abhishek Kumbhat, PhD, is the Founder and CEO of SapidBlue Technologies, driving innovation in digital product engineering with a focus on AI and blockchain. His expertise spans building secure, scalable solutions that combine cutting-edge technologies with practical applications across industries.\n\n\n\n\n<\/span>\t\t\t\t<\/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<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>\u00a0Artificial Intelligence is no longer a distant innovation. Across industries, organizations are actively exploring how AI can improve operations, enable better decision-making, and unlock new business opportunities.\u00a0 To understand how organizations are progressing on this journey, we conducted\u00a0a short survey\u00a0with booth visitors at the\u00a0AI Impact Summit 2026. The survey captured perspectives from\u00a050 industry professionals, including 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