A rising financial institution

AI-Driven Refund System cuts ticket volume and enhances fraud checks with hybrid generative-predictive agents

Reduced
Ticket Volume

Stronger
Fraud Prevention

Enhanced

CX

About the Company

A leading HR tech innovator is an intuitive HRMS software from India that streamlines payroll, recruitment, and performance management. It helps businesses automate HR processes and make data-driven decisions efficiently.
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The Problem Statement

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Rigid Rule-Based Chat

Existing system couldn’t handle ambiguous queries, causing high ticket volumes.

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Fraud Concerns:

Refund approvals needed robust screening to avoid losses.

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Platform Limitations:

Open-source AI frameworks raised vulnerabilities; the bank needed a more secure, enterprise-grade solution.

How LYZR Solved It ?

A multi-agent system combines Generative AI for natural conversation, a SQL Agent for transaction lookup, and a Predictive (ML) Agent for fraud detection. Refunds are processed only if confidence scores are sufficiently high, ensuring security without sacrificing 
customer experience.

The Outcome

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Reduced Ticket Volume

Ambiguous queries are resolved seamlessly by the AI-driven chat, lowering customer support load.

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Stronger Fraud Prevention

Automated checks leverage historical data for higher accuracy.

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Enhanced CX

Customers enjoy flexible, natural conversations and faster refunds.

Behind the Scenes: How Lyzr Builds Enterprise AI on AWS

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How Lyzr handled security for A rising financial institution

data residen

Data Residency

The data resides within the customer's own cloud, ensuring 100% ownership and adherence to data residency requirements.

compliance

Compliance

Lyzr Agent Platform is SOC2, GDPR, and ISO 27001 compliant, ensuring enterprises can run their critical workloads safely.

reflection

Reflection

Lyzr's reflection module reduces the chances of hallucination. This feature is enabled in most critical applications for higher accuracy.

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