An AI calling demo can sound convincing while still failing the business task. A useful review checks what the assistant says, what it actually does and when it asks a person to help. Test the planned workflow with approved participants before allowing live customer conversations.
For illustration, a service assistant can answer approved questions and request a callback. It cannot independently promise a discount or confirm a booking unless the business has explicitly allowed that action and the connected system confirms success.
Build a small scenario matrix
Write example calls for a simple enquiry, mixed Hindi and English, a correction, background noise and a request for a person. Give each scenario an expected result. Use ordinary customer wording rather than only the neat sentences from the demo script. Record unresolved cases for a second review.
Check introduction and boundaries
The assistant should identify the business and explain its automated role. Give it approved facts and a clear way to say it cannot confirm something. Test a made-up offer and an unknown service question. A polite refusal with a useful handoff can be better than an invented answer.
Test interruptions and corrections
Have the tester interrupt, change a preferred time and correct a misunderstood name. Check that the assistant uses the final confirmed value. For phone numbers or appointment details, an appropriate confirmation step can catch mistakes. Avoid collecting unnecessary personal information just because speech input is available.
Verify actions in the real system
If the assistant creates an enquiry, inspect the resulting record and owner. Simulate an unavailable tool and repeated request. It should not claim success when the backend failed. ElevenLabs documents agent testing, including tool-call testing; use provider-supported testing alongside the business acceptance scenarios.
Define handoff and review ownership
Agree how a person is reached and what happens when that person is unavailable. If recordings or transcripts are used, settle disclosure, access and retention before testing with customer data. Bring your scenario matrix to KARODIAL for an AI calling integration discussion, including provider dependencies and recurring costs.
Sources and further reading
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