Skip to content
Trace Margin

Expert Q&A

2. What counts as a resolved call rather than successful containment?

Trace Margin research deskSection 06Page 5 of 24Last updated

Proposed lead: Brad Cleveland, with a quality lead and finance owner.

Why it matters: ICMI’s metrics discussion argues for connecting operational measures to customer and business outcomes. For this desk, the procurement implication is to define completion independently of whether a call stayed away from a person. (icmi.com)

Question to put to the expert:

How should a buyer define AI call center cost per resolution when the agent can end a conversation without completing the underlying task?

A strong answer should cover these proposed classifications:

Classification Evidence the buyer should require
Autonomous completion Correct downstream state, policy checks passed and no human completion work
Human-assisted completion The task succeeded, but human rescue is recorded and costed
Appropriate escalation or refusal Correct handling of a boundary; reported separately from completed bookings
Failure Wrong, missing or unauthorised result; unresolved abandonment; or an unfulfilled commitment
Unknown Insufficient evidence to determine the result; never silently converted into success

Define a unique task using the underlying issue or booking—not just a telephone number. Agree an appropriate follow-up window for detecting repeat contact and corrections.

Evidence to request: A disposition dictionary and a privacy-controlled reconciliation between calls, transactions and subsequent rework.

Follow-up: Can finance reproduce the completion rate without accepting the supplier’s own success label?

Expert quote: [Reserved for an approved interview quotation.]