July 2, 2026

The Control Gap: Enterprise AI organizations have an ownership problem, not a technology problem — and most are governing it by hand

a man sitting in front of a laptop computer
Priscilla Du Preez 🇨🇦 / Unsplash

AI portfolios are expanding far faster than the ability to govern them across enterprises. Most organizations run a contested field of platforms, each claiming to be the “primary” AI layer; few could confidently detect a model drifting or failing in...