AI Agents Force Finance to Fix the Sandbox Problem

A MIT Sloan Management Review report found that finance teams at banks, insurers, and asset managers build AI models that run clean in pilots but sit unused when quarterly deadlines hit. The problem is structural: finance functions optimized for control treat AI outputs as inputs to human review, not decision-making, keeping models in the sandbox.