https://gaiforbusiness.com/blog/ Short opinions on generative AI and business by Shubin Yu. en https://gaiforbusiness.com/blog/ai-pilots-kill-criteria/ https://gaiforbusiness.com/blog/ai-pilots-kill-criteria/ Tue, 21 Jul 2026 09:00:00 +0000 Ninety percent of vertical AI use cases die in the pilot phase — not because they failed, but because nobody defined what failure was. The fix costs one page. https://gaiforbusiness.com/blog/ai-sovereignty-procurement/ https://gaiforbusiness.com/blog/ai-sovereignty-procurement/ Mon, 20 Jul 2026 09:00:00 +0000 If your primary model vendor became unavailable in ninety days, what would break? If nobody in the room can answer, that is the finding.