The AI Pilot to Production Gap: A Field Guide for Fortune 100 CIOs (opens in new tab)

Most Fortune 100 companies aren’t struggling with AI because they lack the right tools or models. They’re struggling because AI fails at the organizational level: fragmented data, misaligned incentives, no clear ownership of outcomes, and legacy systems that weren’t designed to feed production AI. It’s these issues that stop promising pilots from scaling into production. Addressing these organizational issues is key to realizing the potential of AI. This article explains why your pilots aren’...