Anudan AI

An AI-powered conversational loan sales platform using multi-agent orchestration to automate the entire personal loan journey - from initial customer engagement to sanction letter generation.

Core Architecture

The solution implements a Master-Worker multi-agent system where a central Master Agent manages customer conversations while coordinating specialized Worker Agents to handle backend processes. This mirrors human sales teams but operates 24/7 with zero errors and instant processing capabilities.

Master Agent Capabilities

The Master Agent serves as the primary conversational interface that greets customers arriving via digital ads or marketing emails, engages in natural, persuasive dialogue to understand customer needs, intelligently orchestrates workflow by delegating tasks to appropriate Worker Agents, maintains conversation context throughout the entire loan journey, and handles edge cases like rejections or additional document requests gracefully.

Worker Agent Specialization

Sales Agent: Negotiates loan terms including amount, tenure, and interest rates while addressing customer concerns and objections in a human-like manner.

Verification Agent: Connects to a mock CRM server to validate KYC details such as phone numbers, addresses, and existing customer information.

Underwriting Agent: Fetches credit scores from a simulated credit bureau API, applies intelligent eligibility logic (instant approval for amounts within pre-approved limits, conditional approval with salary slip verification for amounts up to 2× pre-approved limit), and enforces EMI-to-salary ratio rules (≤50%) and minimum credit score thresholds (≥700).

Sanction Letter Generator: Automatically generates PDF sanction letters upon successful approval, incorporating all loan terms and customer details.

Technical Implementation

The system uses synthetic data for 10+ customers with comprehensive profiles including demographics, existing loans, credit scores, and pre-approved limits. Mock APIs simulate real-world integrations (Offer Mart server for pre-approved offers, CRM for customer data, Credit Bureau for scores), and the document upload functionality handles salary slip verification when required.

Workflow Orchestration

The Master Agent employs intelligent decision trees to determine which Worker Agent to activate based on conversation stage and customer responses. Real-time communication between agents ensures seamless handoffs without customer-facing delays. The system handles edge cases including loan rejections, additional verification requirements, and data validation failures with appropriate conversational responses.

Value Proposition

This solution transforms loan sales from a manual, time-intensive process to an automated, scalable system that improves conversion rates through consistent, persuasive engagement, reduces processing time from days to minutes, eliminates human errors in eligibility assessment and documentation, and provides 24/7 availability for customer interactions. The agentic architecture ensures each specialized task is handled by an expert AI component while maintaining a cohesive customer experience throughout the journey.