The caller has already hung up
There is no user left in the session to retry a failed CRM save or correct a malformed field.
AI voice agent CRM handoff
Protect qualified lead delivery after Vapi, Retell AI, or another voice agent finishes a call and the caller is no longer present.
Voice agents can extract a qualified lead and finish the call successfully while the final webhook still fails. The business needs a deterministic handoff that normalizes model output, handles duplicate callbacks, retries temporary failures, and proves the CRM accepted the result.
Vapi, Retell AI, or voice agent → LeadProof → CRM, scheduler, or sales queueThere is no user left in the session to retry a failed CRM save or correct a malformed field.
Provider retries and post-call workflow replays must not create duplicate contacts or appointments.
A completed call and a confident model response do not prove that the sales system stored the lead.
Implementation
Keep the tools that create and process the lead. Standardize only the fragile handoff between them.
Open sandbox instructions →https://leadproof.jessesay.chatgpt.site/api/v1/leadsAuthorization: Bearer lp_live_your_key
Idempotency-Key: stable-source-lead-id
Content-Type: application/json
{
"destination": "https://your-crm.example/webhook",
"name": "Alex Morgan",
"email": "alex@example.com",
"source": "vapi and retell ai"
}Questions
No. LeadProof protects the structured lead handoff after the voice platform has extracted the required fields.
Yes. A stable call or conversation ID lets LeadProof recognize retries of the same source event.
Yes. The LeadProof audit is available through REST, OpenAPI, MCP, and the A2A agent interface.
Get an explainable risk score, prioritized fixes, and the right LeadProof plan.