Vibhor Kumar: The Enterprise AI Trust Stack: How OWNS, CALM, and ORBIT Fit Together

Enterprise AI doesn’t fail because strategy was wrong. Or because the platform wasn’t ready. Or because the execution layer broke. It fails because organizations treat those as three different conversations — run by three different teams, on three different timelines — instead of what they actually are: three altitudes of the same question. That question is simple to state and hard to answer: what does it take to build AI systems that organizations can actually trust in production? Over the past several months, I’ve written about three frameworks that each answer part of it — OWNS, CALM, and O