Voice agent
The AI Calling Bot and CRM holds natural conversations with memory and sentiment detection, then updates the pipeline by itself. Scripted replay.
twilio / pipecat / llm
Twilio→Pipecat→LLM→CRM
CRM record
StatusNew lead
Objectionnone
Offernone
Follow-upunset
SentimentDjangoTwilioPipecatAzure LLM
How it works
01
Call
Twilio connects the call and streams audio.
02
Orchestrate
Pipecat runs speech, the LLM and replies in real time.
03
Understand
The LLM keeps memory and detects sentiment.
04
Update
Status, objection, offer and follow-up land in the CRM.
Beyond the demo
Call scoring
Scores each call and classifies the follow-up stage.
Agent handoff
Passes the call to a human when needed.
Missed-call retry
Retries calls automatically when nobody picks up.
Analytics
Dashboards and audio-to-text transcripts for every call.