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Engineering 8 min read

How do AI voice agents work?

A stage by stage look at how an AI voice agent listens, decides and responds on a live call, and where response time is won or lost.

Illustration for "How do AI voice agents work?"
Key takeaways
  • The caller's audio is turned into text at the end of their turn.
  • A language model reads the transcript, the conversation so far and the employee's instructions, then decides the reply and any approved action such as writing a captured field or booking a slot.
  • Text is synthesised to speech and streamed to the caller in chunks, so the first words arrive before the whole answer is finished.
  • Summaries, CRM updates, recording finalisation and billing settle outside the live audio path, so they never slow the conversation itself.
01

Speech becomes text

The caller's audio is turned into text at the end of their turn. Endpoint detection decides when they have finished, which is why a rushed detector creates interruptions and a slow one creates awkward silence.

02

The turn is understood and decided

A language model reads the transcript, the conversation so far and the employee's instructions, then decides the reply and any approved action such as writing a captured field or booking a slot.

Caller stops talking
Speech becomes text
Reply starts forming
Voice starts speaking
Caller interrupts: speech stops, and it listens again
A reply is a chain of small steps. Starting to speak early, and stopping when interrupted, is what makes it feel natural.
03

The reply is spoken back

Text is synthesised to speech and streamed to the caller in chunks, so the first words arrive before the whole answer is finished. Barge-in cancels speech that is no longer relevant.

04

Work continues after the call

Summaries, CRM updates, recording finalisation and billing settle outside the live audio path, so they never slow the conversation itself.

Written by the EnableCalls team

We build AI calling employees that answer, call and follow up in Hindi, Telugu and English. These notes come from designing and testing real call flows.

About EnableCalls
COMMON QUESTIONS

Questions this note answers.

Short answers you can reuse when you plan a similar call flow.

01What causes the delay before an AI voice agent replies?

The delay is a chain: detecting the end of speech, transcribing it, generating a response and synthesising the first audio. Each stage adds its own time.

02Can a caller interrupt an AI voice agent?

Yes. Barge-in cancels pending speech when the caller starts talking, so the next turn does not compete with stale audio.

03Where does the call transcript come from?

Each turn is transcribed as the call runs, and the ordered transcript is stored with the call record for later review.

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