Handoff Fidelity Threshold

Handoff Fidelity Threshold is the point at which an AI chatbot must stop answering and route a conversation to a person. Most agencies sell automation as a coverage number, the share of inquiries a bot resolves without help, but the number that protects the retainer is how cleanly the unresolved share transfers. A bot that resolves 70% of questions and dumps the remaining 30% into a cold queue generates more client complaints than one resolving 55% with a warm handoff that carries transcript, intent, and customer history. Platforms differ here: Chatling and FastBots both ship human handoff as a first-class feature, while Chatbase leans on configurable guardrails and procedures to decide when an agent should stop. Forrester reports 83% of B2C marketing decision makers already work with AI agents, so clients now compare your handoff behavior against tools they have used themselves. Set the threshold per client, document it in the retainer scope, and review transcripts monthly.