AI agents do not get expensive on the happy path. They get expensive in approvals, exceptions, and human rescue work. Here is how to price the backup layer buyers actually trust.

A practical guide to human-in-the-loop AI agents: where to add approval gates, which actions should always require review, and how to design approval workflows that preserve speed instead of turning your agent into inbox theater.