Handoff Integrity Gap

The Handoff Integrity Gap is the distance between what an AI triage layer believes it resolved and what a human agent can actually see when the conversation escalates. Agencies selling managed support or retainer-based CX often measure automation success by deflection rate, but the real cost shows up downstream: a bot that closes 60% of chats while passing thin context to humans creates rework, duplicate tickets, and client-visible frustration. The framework asks one question before scoping any deployment: when this automation fails, what does the human receive? Forrester's September 2026 finding that 83% of B2C marketers now work with AI agents means clients expect automation, but they judge agencies on the recovery path, not the happy path. Test escalation handoffs with representative cases before quoting a retainer.