{"id":197495,"date":"2026-03-19T17:11:00","date_gmt":"2026-03-19T21:11:00","guid":{"rendered":"https:\/\/testing.news-you-need.com\/index.php\/2026\/03\/19\/how-enterprises-build-trust-in-ai-systems-at-scale\/"},"modified":"2026-03-19T19:10:13","modified_gmt":"2026-03-19T23:10:13","slug":"how-enterprises-build-trust-in-ai-systems-at-scale","status":"publish","type":"post","link":"https:\/\/testing.news-you-need.com\/index.php\/2026\/03\/19\/how-enterprises-build-trust-in-ai-systems-at-scale\/","title":{"rendered":"How enterprises build trust in AI systems at scale"},"content":{"rendered":"<p><a href=\"https:\/\/www.cio.com\/article\/4147844\/how-enterprises-build-trust-in-ai-systems-at-scale.html\">How enterprises build trust in AI systems at scale<\/a><\/p>\n<p><a href=\"https:\/\/www.cio.com\/article\/4147844\/how-enterprises-build-trust-in-ai-systems-at-scale.html\">https:\/\/www.cio.com\/article\/4147844\/how-enterprises-build-trust-in-ai-systems-at-scale.html<\/a><\/p>\n<p>Publish Date: <a href=\"publish_date]\">2026-03-19 17:11:00<\/a><\/p>\n<p>Source Domain: <a href=\"www.cio.com\">www.cio.com<\/a><\/p>\n<ul>\n<li>\n<p><strong>AI Agent Sprawl Problem<\/strong>: Many companies deploy AI agents across various departments but encounter challenges in scaling them due to siloed operations and lack of trust.<\/p>\n<\/li>\n<li>\n<p><strong>Reasons for Hesitation<\/strong>: Organizations hesitate to let AI agents operate beyond specific use cases due to concerns about hallucinations, bias, and inaccurate responses, leading to fragmented AI operations.<\/p>\n<\/li>\n<li>\n<p><strong>Impact of Fragmentation<\/strong>: When AI agents cannot collaborate across systems, it leads to stalled workflows requiring human intervention to gather incomplete or inaccurate data.<\/p>\n<\/li>\n<li>\n<p><strong>Creating Trust in AI Systems<\/strong>: To solve AI agent sprawl, organizations need to build strong data foundations, governance for AI agents, and orchestration to ensure reliable and coordinated operations across the enterprise.<\/p>\n<\/li>\n<li>\n<p><strong>Gartner&#8217;s Solution<\/strong>: IBM provides solutions to address these issues, focusing on connecting, governing, and orchestrating AI agents to transform them into key productivity engines for the enterprise.<\/p>\n<\/li>\n<\/ul>\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>How enterprises build trust in AI systems at scale https:\/\/www.cio.com\/article\/4147844\/how-enterprises-build-trust-in-ai-systems-at-scale.html Publish Date: 2026-03-19 17:11:00 Source&#8230;<\/p>\n","protected":false},"author":1,"featured_media":197496,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"fifu_image_url":"https:\/\/www.cio.com\/wp-content\/uploads\/2026\/03\/4147844-0-89190400-1773954681-adobestock_564900797_be0dd3.jpg?quality=50&strip=all&w=1024","fifu_image_alt":"","footnotes":""},"categories":[14],"tags":[],"class_list":["post-197495","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-artificial-intelligence"],"_links":{"self":[{"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/197495"}],"collection":[{"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/comments?post=197495"}],"version-history":[{"count":1,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/197495\/revisions"}],"predecessor-version":[{"id":197497,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/197495\/revisions\/197497"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/media\/197496"}],"wp:attachment":[{"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/media?parent=197495"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/categories?post=197495"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/tags?post=197495"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}