My AI Agent Was Escalating Every Contract. One Decision Layer Fixed It 📑🤖📑🤖

An AI agent designed to automate enterprise contract reviews initially failed by escalating almost every contract due to a lack of a confidence-based decision layer. The solution involved implementing this layer to intelligently decide which contracts truly require human legal review, making the agent practically usable.