When should a bot hand off to a human?

The fastest way to make customers hate your automation is to trap them in it. The fastest way to make them love it is to handle the easy 80% instantly — and hand off the rest gracefully, with context.

Automate the predictable, escalate the rest

A good agent should confidently handle anything repetitive and well-defined: status checks, FAQs, scheduling, qualification, simple troubleshooting. The moment a request becomes ambiguous, emotional, or high-stakes, it should escalate.

Triggers worth escalating on

• Detected frustration or repeated misunderstanding.
• High-value or high-risk decisions (refunds, contracts, complaints).
• Anything outside the agent's knowledge or confidence threshold.
• An explicit request to talk to a person — always honor it instantly.

The handoff is the product. Do it badly and nothing else matters.

Hand off with context, not a cold transfer

When a human takes over, they should arrive with the full conversation, the customer's details, and a one-line summary of what's needed. No 'can you repeat everything you just said.' That single detail is the difference between automation that feels premium and automation that feels cheap.