BCG: AI Spend Doubles, Controls Lag

Executives are pushing to see real, hard numbers from AI investments, but most organizations are still flying blind when it comes to governing autonomous agents and dodging vendor lock-in. BCG’s latest Applied AI Index shows how nearly half of companies now claim measurable AI value, with spending doubling and “future-built” firms outpacing peers on revenue and earnings growth. The real differentiation: tying AI directly to the P&L and installing strict controls before letting agents act without human oversight—a gap that’s quickly becoming a board-level risk as autonomy rises.

But here’s the catch: as AI agents handle more work, only a handful of companies have robust enterprise-wide controls in place. Meanwhile, a wave of contract renewals in late 2026 will shift negotiating leverage—buyers who standardize on governance and demand ownership of their own enterprise “cortex” (the layer where business logic lives) can avoid “cognitive lock-in,” where strategy starts bending to fit one platform’s tools. Services giants are scrambling, as AI erodes billable hours and the market shifts from “access and effort” to operators paid for actual outcomes delivered, not just time spent.

Based on sharp analysis and data from BCG’s Applied AI Index 2026 and reporting across tech, dealmaking, and industry transformation.

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