Research · September 23, 2026

Cost Governance: Why Recommending a Cheaper Model Isn't Governing Cost

Model routing is not new. What is missing is the difference between suggesting the cheaper option and refusing the expensive one.

Summary

IBM finds 87% of organizations claim an AI governance framework and fewer than 25% have implemented its controls. Cost is where that gap is easiest to measure.

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