Escalation rate

Escalation is moving a contact to a more senior agent, a specialist team, or a human when automation stalls. Escalation paths are defined by business rules, and the rate at which contacts escalate is a direct measure of whether the first line is equipped to resolve them.

Containment rate is the share of automated conversations that end without escalation to a human. It is the primary efficiency measure for AI support, but a high rate only indicates success when paired with satisfaction and repeat-contact data confirming customers actually got their issue resolved.

First contact resolution is the share of issues fully resolved during a customer’s first interaction, with no follow-up contact about the same problem. It correlates strongly with satisfaction and cost, but only when measured over a defined reopen window rather than at ticket close.

Bot handoff is the transfer of a live conversation from an automated agent to a human, ideally with the full transcript and any collected context attached. A clean handoff prevents the customer from repeating information, which is the most common complaint recorded about automated support experiences.

Transfer rate is the percentage of contacts moved from the first agent or queue to another agent, team, or queue before resolution. A warm transfer includes context passed directly between agents; a cold transfer drops the customer into a new queue with no handoff, often forcing them to repeat information. Elevated transfer rates usually signal routing misconfiguration, gaps in skill-based mapping, or missing knowledge access rather than individual agent fault. Each transfer represents an unresolved first contact, so transfer rate moves inversely with first contact resolution and inflates average handle time across the interaction chain. Example: 80 transfers out of 1,000 calls yields an 8% transfer rate.