Beyond Binary: Building Email Agents That Know When to Stop

As companies scale customer support automation, the difference between efficiency and liability comes down to knowing when to escalate. This post argues that autonomy isn't binary—it's a dial tuned by two independent gates: confidence in the answer and risk of being wrong. The framework prevents costly failures like the famous airline chatbot that accidentally committed the company to refunds it couldn't honor.