Capital Gains Data API for a Leading Financial Data Provider

Project Overview

Mortgage lenders often handle large volumes of borrower inquiries and loan applications that require timely responses and careful qualification. The objective of this project was to deploy an AI Voice Agent capable of engaging borrowers through inbound and outbound calls, collecting key loan information, and scheduling consultations while maintaining a professional and compliant interaction.

Key Challenges Faced

The system needed to automate borrower engagement while accurately collecting financial information and supporting loan qualification workflows. It also required integration with CRM and scheduling systems to maintain consistent records and streamline follow-up processes.

Key Challenges

Automating borrower conversations while maintaining a professional and compliant tone
Collecting financial information required for loan qualification
Supporting different loan scenarios such as purchase, refinance, and fix-and-flip
Integrating automated conversations with CRM systems and scheduling tools
Ensuring accurate routing of calls and preservation of brand identity across multiple business lines

Technology Stack

AI Platform

Virstack AI Voice Agent
Integration

Zoho CRM, Twilio Voice API, Microsoft Bookings, SMS follow-up
Backend
Node.js, Python FastAPI

Solution

Virstack deployed a customized AI Voice Agent trained on lending scripts, FAQs, and borrower qualification requirements to automate lead engagement.

Key Components

Automated Borrower Engagement

The AI agent handles inbound and outbound calls, gathers borrower details, and schedules follow-up consultations with loan officers.

Loan Qualification Logic

Rule-based logic calculates LTV and CLTV ratios in real time to assist with borrower pre-qualification across multiple loan scenarios.

CRM Integration and Workflow Automation

All conversations and borrower data are automatically logged in the CRM, with leads tagged and workflows triggered for follow-up actions.

Dynamic Conversation Routing

The system adapts dialogue based on borrower profiles and loan types while preserving caller identity across multiple brand lines.

Calendar Scheduling Integration

Automated scheduling through integrated calendar systems enables seamless booking of consultations.

Results

The AI Voice Agent improved borrower engagement and streamlined the loan qualification process.

Improved pre-qualification accuracy through automated LTV and CLTV calculations
Faster borrower engagement and reduced response times
Reduced manual data entry through automated CRM updates
Consistent borrower experience through controlled call routing and brand alignment
Simplified appointment scheduling through calendar integration
A scalable framework capable of supporting additional loan products and workflows