{"id":237401,"date":"2026-06-25T22:48:00","date_gmt":"2026-06-26T02:48:00","guid":{"rendered":"https:\/\/testing.news-you-need.com\/index.php\/2026\/06\/25\/proprietary-intelligence-how-to-win-with-ai\/"},"modified":"2026-06-26T00:00:43","modified_gmt":"2026-06-26T04:00:43","slug":"proprietary-intelligence-how-to-win-with-ai","status":"publish","type":"post","link":"https:\/\/testing.news-you-need.com\/index.php\/2026\/06\/25\/proprietary-intelligence-how-to-win-with-ai\/","title":{"rendered":"Proprietary Intelligence: How to Win with AI"},"content":{"rendered":"<p><a href=\"https:\/\/www.bain.com\/insights\/proprietary-intelligence-how-to-win-with-ai\/\">Proprietary Intelligence: How to Win with AI<\/a><\/p>\n<p><a href=\"https:\/\/www.bain.com\/insights\/proprietary-intelligence-how-to-win-with-ai\/\">https:\/\/www.bain.com\/insights\/proprietary-intelligence-how-to-win-with-ai\/<\/a><\/p>\n<p>Publish Date: <a href=\"publish_date]\">2026-06-25 22:48:00<\/a><\/p>\n<p>Source Domain: <a href=\"www.bain.com\">www.bain.com<\/a><\/p>\n<ul>\n<li>\n<p><strong>CEO Focus on Pilot Projects Over AI Transformation:<\/strong> Many CEOs emphasize managing an AI portfolio of experiments and tools rather than leading a full AI transformation, resulting in frustration as majority of companies underperform in their AI initiatives.<\/p>\n<\/li>\n<li>\n<p><strong>Proprietary Intelligence for Sustained Competitive Advantage:<\/strong> The successful companies are developing proprietary intelligence involving unique data, encoded workflows, and a learning architecture to sustain their AI-driven advantages.<\/p>\n<\/li>\n<li>\n<p><strong>Strategic Decision-Making and Long-Term Vision:<\/strong> Emerging leaders focus on a strategic AI transformation with multi-year capital commitment and concentrated domain focus rather than spreading resources thinly.<\/p>\n<\/li>\n<li>\n<p><strong>Deliberate Architectural Choices:<\/strong> These companies build internal orchestration layers and rethink their workflows and operating models to integrate AI deeply, rather than layering AI onto existing processes.<\/p>\n<\/li>\n<li>\n<p><strong>Commitment and Ruthless Concentration:<\/strong> CEOs leading successful AI transformations exhibit personal commitment, focus on fewer but impactful initiatives, and invest in learning to ensure evolving advantages.<\/p>\n<\/li>\n<li>\n<p><strong>Building Internal Capabilities:<\/strong> Most large enterprises lack the necessary internal software development capacity to fully capitalize on agentic AI, which must be built rather than outsourced.<\/p>\n<\/li>\n<li>\n<p><strong>Seven Key Decisions for AI Leadership:<\/strong> Successful companies make seven deliberate decisions focusing on posture, domain focus, data, architecture, operating model, learning system, and governance to foster an AI advantage.<\/p>\n<\/li>\n<li>\n<p><strong>Measuring Commitment to AI Transformation:<\/strong> Leaders need to reflect on their AI program\u2019s depth, their involvement in day-to-day tools, and the long-term nature of their AI investments to ascertain their true commitment beyond pilot initiatives.<\/p>\n<\/li>\n<\/ul>\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Proprietary Intelligence: How to Win with AI https:\/\/www.bain.com\/insights\/proprietary-intelligence-how-to-win-with-ai\/ Publish Date: 2026-06-25 22:48:00 Source Domain: www.bain.com&#8230;<\/p>\n","protected":false},"author":1,"featured_media":237403,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"fifu_image_url":"https:\/\/www.bain.com\/contentassets\/90ca3a8a7c0a4ebb8db8234d210c3ae5\/45878-16-9.jpg","fifu_image_alt":"","footnotes":""},"categories":[14],"tags":[],"class_list":["post-237401","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\/237401"}],"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=237401"}],"version-history":[{"count":1,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/237401\/revisions"}],"predecessor-version":[{"id":237404,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/237401\/revisions\/237404"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/media\/237403"}],"wp:attachment":[{"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/media?parent=237401"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/categories?post=237401"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/tags?post=237401"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}