{"id":204065,"date":"2026-04-20T10:04:00","date_gmt":"2026-04-20T14:04:00","guid":{"rendered":"https:\/\/testing.news-you-need.com\/index.php\/2026\/04\/20\/building-ai-that-works-why-data-trust-and-apis-matter-more-than-speed-aem\/"},"modified":"2026-04-20T10:15:13","modified_gmt":"2026-04-20T14:15:13","slug":"building-ai-that-works-why-data-trust-and-apis-matter-more-than-speed-aem","status":"publish","type":"post","link":"https:\/\/testing.news-you-need.com\/index.php\/2026\/04\/20\/building-ai-that-works-why-data-trust-and-apis-matter-more-than-speed-aem\/","title":{"rendered":"Building AI That Works: Why Data, Trust, and APIs Matter More Than Speed &#8211; AEM"},"content":{"rendered":"<p><a href=\"https:\/\/www.aem.org\/news\/building-ai-that-works-why-data-trust-and-apis-matter-more-than-speed\">Building AI That Works: Why Data, Trust, and APIs Matter More Than Speed &#8211; AEM<\/a><\/p>\n<p><a href=\"https:\/\/www.aem.org\/news\/building-ai-that-works-why-data-trust-and-apis-matter-more-than-speed\">https:\/\/www.aem.org\/news\/building-ai-that-works-why-data-trust-and-apis-matter-more-than-speed<\/a><\/p>\n<p>Publish Date: <a href=\"publish_date]\">2026-04-20 10:04:00<\/a><\/p>\n<p>Source Domain: <a href=\"www.aem.org\">www.aem.org<\/a><\/p>\n<ul>\n<li>The article discusses the current state of AI adoption in business, highlighting the urgency to innovate while cautioning against poorly structured implementations, which often fail.<\/li>\n<li>Matthew Cox emphasizes the importance of a robust data foundation for successful AI development: data should be unified, connected throughout organizational systems, and of high quality at the point of creation.<\/li>\n<li>Trust is an essential component for AI success; organizations need to ensure data observability, lineage, and security, promoting transparency and keeping security as a core component of their architecture.<\/li>\n<li>Cox suggests three main ways to implement agentic AI: role-based automation, predictive market intelligence, and timely customer experience applications, all of which rely on APIs for real-time access to the most current data.<\/li>\n<li>The future of AI lies with companies that transform and scale effectively, focusing on actionable capabilities that drive operational change, avoiding unconnected data ecosystems.<\/li>\n<\/ul>\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Building AI That Works: Why Data, Trust, and APIs Matter More Than Speed &#8211; AEM&#8230;<\/p>\n","protected":false},"author":1,"featured_media":204066,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"fifu_image_url":"https:\/\/divvyhq-media-production.s3.amazonaws.com\/attachments\/a2b0b025b9656cc28dbd60c5a6089106877e66312824396cf231921e004c34bb\/AI_insert.png","fifu_image_alt":"","footnotes":""},"categories":[14],"tags":[],"class_list":["post-204065","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\/204065"}],"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=204065"}],"version-history":[{"count":1,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/204065\/revisions"}],"predecessor-version":[{"id":204067,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/204065\/revisions\/204067"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/media\/204066"}],"wp:attachment":[{"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/media?parent=204065"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/categories?post=204065"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/tags?post=204065"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}