How does voice AI work in customer service?

Voice AI in customer service answers phone calls by converting the caller's speech to text, using a language model to understand intent and context, looking up account data or taking actions through integrations, and replying with natural-sounding synthesized speech, all in near real time. It hands the call to a human agent with a summary when needed.

The voice pipeline

StepTechnology
HearSpeech-to-text (ASR)
UnderstandLarge language model with conversation context
Look up and actIntegrations with CRM, billing, order systems
RespondText-to-speech with natural voice
Hand offWarm transfer with summary to a human

What makes voice harder than chat

Latency (callers notice pauses), interruptions, accents and background noise, identity verification, and reading out complex information. Good systems handle barge-in and keep responses short.

Voice AI vs old IVR

IVRVoice AI
“Press 1 for billing”“Tell me what you need”
Fixed menusFree conversation
Routes callsResolves many calls

Frequently Asked Questions

Language

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