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16. What should an AI voice-agent pilot plan look like?

Trace Margin research deskSection 01Page 16 of 33Last updated

A pilot should answer one decision: whether a defined deployment is ready for a wider release. Establish acceptance criteria, a comparator and stop conditions before sending it live traffic.

The following is a proposed four-stage plan, not a promise that procurement, security review and implementation will fit into 30 days:

Stage Work Exit evidence
Define Select one workflow; establish baseline, permissions and ownership. Signed scope and outcome definitions.
Test Run ordinary, difficult and failure scenarios against permitted integrations. Reviewed call evidence and correct downstream records.
Limit Route a controlled share of eligible traffic with active recovery coverage. Reconciled outcomes, costs and incident records.
Decide Compare with the agreed alternative and inspect failure groups. Scale, modify, extend or stop decision.

Separate the examples used to tune the agent from a held-back acceptance set. Give competing suppliers equivalent setup information and testing opportunities.

Use real telephone-path tests as well as simulations. Vapi’s documentation distinguishes text-level Evals from voice Simulations and notes that actual phone routing and live integrations require additional checks. (docs.vapi.ai)

Pre-agree stop conditions for unauthorised disclosures, incorrect consequential actions and failed urgent escalation. Do not let a good average booking rate override a serious control failure.

A small pilot can expose defects. It does not, by itself, prove a rare failure cannot occur.