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

VentureBeat
VentureBeat 3 place · 07/01/2026 17:50 EDT

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 production; and the single most-cited barrier to control is the absence of any one owner accountable for AI across the stack. The result is a widening control gap — ambition and spend racing ahead of visibility, ownership, and cost control — with autonomous agen

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