🎙️ Voice

Voice Agents with Vapi

Latency, barge‑in, grounding

Keep round‑trip time under 600ms, implement barge‑in, and constrain tool calls to idempotent, reversible operations. Ground every claim to a trusted source.

Voice agent architecture

  • Low‑latency streaming ASR → LLM → TTS with chunked transport.
  • Barge‑in handling to interrupt TTS and re‑route the dialog.
  • Tool sandbox limited to reversible actions and audit logs.
  • Grounding answers to a KB or APIs with citations.

Quality tactics

  1. Tune voice and latency budget per use case.
  2. Add dialog policies for escalation, fallback and confirmations.
  3. Evaluate with barge‑in stress tests and call transcripts.

Real‑world examples

  • Inbound support triage with identity checks and safe ticket updates.
  • Outbound reminders that confirm details and reschedule with consent.
  • Lead qualification calls with grounding to CRM and product KB.

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