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Robot Collector — Voice AI for Debt Collection

A voice robot handles early-stage calls; people lead the negotiations.

Robot Collector: desktop screenshot

// Results

delinquency segment dialled autonomously
0–30 days
call outcomes classified automatically
8
runs speech, dialogue and voice for 1–2 lines
1 GPU

// How it works

  • Live test call with the voice robot
    Live test call with the voice robot
  • Dialogue script editor with branching logic
    Dialogue script editor with branching logic
  • Collections dashboard: cases, amounts, calls
    Collections dashboard: cases, amounts, calls
  • Debtor card with full call history
    Debtor card with full call history

What we built

We built a debtor CRM and a voice pipeline on a single GPU server: speech recognition, a local Qwen model and cloned-voice synthesis over SIP. A visual script editor sets the branches, and an outcome classifier records promises, disputes and callbacks, then creates tasks for people.

  • Debtor cards with debt, overdue days, payments and tasks
  • Campaigns by status, working hours and retry rules
  • Visual script editor with LLM fallback
  • Identity confirmed first, debt details after

// Stack

  • Next.js
  • WebRTC
  • Whisper
  • Python
  • Prisma
// Next case
// Your project

Let's build this for you

Describe the task. An engineer replies within 24 hours with a plan and an estimate.

  • Free AI audit
  • Fixed-price pilot
  • NDA on request