Escalation Debt Ratio

Escalation Debt Ratio is the share of chatbot conversations that must reach a human before resolution, measured against the share the client was promised would resolve alone. Agencies sell AI chatbots on deflection rates, but the retainer survives on the escalation path: who answers at 2am, how fast, and whether the transcript carries context. A bot trained on client documents can close routine questions, yet pricing, refunds, and account changes usually need a person. Track the ratio monthly. When it climbs, the client sees a queue, not savings. Chatling and FastBots both ship human handover as a first-class feature, which tells you the vendors expect escalation to be normal, not exceptional. The framework matters because escalation debt compounds quietly: every unresolved thread becomes a support ticket, a churn signal, and a reason the client questions the retainer. Budget the human layer before you quote the automation layer.