← All resources

Evaluation guide

What to measure in a voice-agent pilot

Call count and a convincing voice are weak proxies for business value. A pilot should show that conversations produce correct outcomes and controlled next steps.

Separate conversation quality from workflow quality

Natural speech matters, but it does not prove that the agent understood the customer or completed the right next step. Review both the interaction and the resulting business state.

Measure the outcome

Define the valid dispositions before launch and sample whether they match what actually happened.

  • Conversation reached a valid outcome
  • Required information was captured
  • Disposition and reason are correct
  • The customer’s stated preference was preserved

Inspect actions and handoffs

Check whether scheduled steps, records, follow-up, and routing match the workflow rules. For handoffs, verify that the receiving person has enough context to continue without asking the customer to start again.

Review failure honestly

Track ambiguity, tool failures, unavailable context, unexpected requests, and customer frustration. The pilot should expose where rules or ownership need improvement before more volume is added.

Bring one customer workflow. Leave with a clearer operating plan.

Show us where conversations slow down, context gets lost, or the next step waits on manual work. We’ll map where an AI agent can help, and where a person should stay in control.

Book a workflow demo