Case Study · Financial Services

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 systems, 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 LangChain
LangGraph LangGraph
Gemini Gemini
pgvector
Agno
AWS 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

One Story Among Many

More Ways We're Putting AI to Work

Every industry has its own version of this problem. See how other teams are solving theirs.

View All Case Studies
Ready to Get Started?

Have a Similar Challenge?
Let's Solve It Together.

Share the business problem, workflow, or AI idea you're working on. Our team will help you understand what's possible and the best way to move forward.

What Happens Next

30-minute conversation. No sales pitch. Just a focused discussion about your business and where AI can help.

You Bring

Your business challenge, workflow, or AI idea.

We'll Help With

A practical view of what AI can do, where to start, and the next steps.

💬 Got a project?