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Case Study

AI Voice Agent for Scalable Debt Resolution Operations

UK & India Based Debt Resolution Platform

A fast-scaling debt resolution platform handling high daily call volumes across lead verification, sales, and legal workflows.

Problem

A leading UK & India based financial recovery and debt management firm, needed to improve inbound and outbound lead verification. The process was manual, inconsistent, and costly, with verification agents spending extensive time confirming lead authenticity, eligibility, and intent.

Approach

Intellectyx implemented a multilingual LLM Voice Agent capable of natural language conversation in English, Hindi, and Marathi for Indian Operations. Integrated with CRM and Telephony System, the agent automated the end-to-end verification process, logging call outcomes, scoring leads, and escalating complex cases using sentiment analysis and intent detection.

Our Solution

Agents We Created

Specialized AI agents engineered to automate and optimize business operations

Lead Verification Agent

Sentiment Agent

Fallback Agent

Escalation Orchestrator

Legal Agent

Sales Agent

Technology Stack

Tools Used

Cutting-edge technologies powering intelligent automation

LangChain logo
LangChain
LangGraph logo
LangGraph
Gemini logo
Gemini
pgvector logo
pgvector
Agno logo
Agno
AWS logo
AWS
Results That Matter

Outcome Metrics

Measurable impact delivered through intelligent automation

70%

Reduction in manual lead verification effort

100%

CRM coverage for verified leads

24/7

Voice operations in Hindi, English & Marathi

<4 hours

Improved response turnaround from 2 days

Auto

Automated escalation for complex or high-risk cases

100%

Consistent verification accuracy across all regions

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