Loan Processing System
Multi-agent orchestration on Microsoft Azure for end-to-end loan processing with LLM-powered underwriting.
Project presentation
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Loan Processing System · Agent Mesh
Application Intake
Customer submits application through web, mobile, or API.
Key Features
Application Processing
Automated loan application intake, document extraction, and data validation.
Credit Analysis
AI-powered credit scoring and risk assessment using multiple data sources.
Underwriting
LLM-powered underwriting decisions with explainable AI and regulatory compliance.
Fraud Detection
Real-time fraud detection using pattern analysis and anomaly detection.
Compliance Checks
Automated regulatory compliance checks across multiple jurisdictions.
Document Generation
Automated generation of loan agreements, disclosures, and compliance documents.
How It Works
Application Intake
Customer submits application through web, mobile, or API.
Document Verification
AI verifies submitted documents and extracts key information.
Credit Analysis
Comprehensive credit analysis using multiple data sources.
Fraud Screening
Automated fraud detection and identity verification.
Underwriting Decision
AI-powered underwriting with explainable decisions.
Compliance Check
Regulatory compliance verification and disclosure generation.
Document Generation
Automated generation of loan agreements and supporting documents.
Closing & Funding
Final review, approval, and funding of the loan.
Multi-Agent Architecture
Intake Agent
Processes loan applications and extracts relevant information from submitted documents.
- Application parsing
- Document extraction
- Data validation
- Completeness check
- Priority assignment
Credit Agent
Analyzes creditworthiness using traditional and alternative data sources.
- Credit scoring
- Income verification
- Debt analysis
- Alternative data
- Risk assessment
Underwriting Agent
Makes lending decisions based on comprehensive risk analysis and policies.
- Decision making
- Policy application
- Risk pricing
- Condition setting
- Explainability
Fraud Agent
Detects and prevents fraudulent applications using pattern analysis.
- Pattern detection
- Identity verification
- Income verification
- Anomaly detection
- Investigation support
Compliance Agent
Ensures all regulatory requirements are met throughout the process.
- Regulation checking
- Disclosure generation
- Audit trail
- Reporting
- Policy enforcement
Use Cases
Mortgage Processing
Automate mortgage application processing from intake to closing.
Personal Loans
Streamline personal loan origination with AI-powered decisions.
Commercial Lending
Process commercial loan applications with enhanced due diligence.
Auto Financing
Accelerate auto loan processing with instant decisioning.
Student Loans
Automate student loan application and approval processes.
SMB Lending
Streamline small business loan processing with automated underwriting.
