Deloitte Says 89% of Enterprise AI Agent Pilots Die Before Production

New figures put the enterprise agent failure rate near 90% — and practitioners argue the problem isn't model capability at all. It's everything around the model.

Roughly nine in ten enterprise AI agent pilots never reach production, according to a Deloitte figure circulating this week. As @FDE_Academy summarized it, 'Deloitte's latest number is that 89% of enterprise AI agent pilots fail before reaching production.' The number lands hard against a backdrop of vendors promising autonomous workforces and frontier labs claiming multi-agent math proofs.

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