Loan Document Digitization
Agentic AI for Banking Credit Appraisal Processing
Banks and NBFCs spend hours manually downloading, analysing and entering data from loan documents into fintech applications. AIQoD Loan Document Digitization uses AI agents to extract, validate and deliver structured banking analysis — from raw documents to fintech in minutes.
Banking Challenges We Solve
Manual download and entry of loan documents from multiple sources is slow and error-prone
Credit appraisal requires 400+ business rules applied consistently — impossible to do manually at scale
Analysts spend hours on data entry instead of credit decision-making and risk assessment
Inconsistent output formats across teams delay fintech application updates and downstream processing
Key Capabilities
What Loan Document Digitization does — and how its agents make it happen
Document Ingestion
Picks up loan documents from shared folders, fintech applications and government portals like MCA and GST — instantly
AI-Powered Extraction
Extracts required data fields from 7 key document types using AI and ML — no manual keying
Business Rule Processing
Applies 400+ banking business rules to extracted data — performs complex calculations instantly and consistently
Fintech Integration
Posts final output directly into the fintech application and populates Ratio and Balance sheets in predefined templates
File Reader & API Bot
Fetches documents from shared folders, fintech apps and government portals (MCA, GST) — no manual download needed
Extraction Bot
Uses AI and ML to identify and extract specific data fields from statements, slips, P&L, and ITR
Rule Engine Bot
Applies 400+ banking business rules to extracted data — performs ratio calculations and validation instantly
Excel Writer & API Bot
Populates Ratio sheets, Balance sheets and Analysis templates — and posts results directly into fintech via API
Business Outcomes
Unlocking scale and accuracy for banking credit operations.
How It Works
Streamlined credit appraisal flow from ingestion to fintech posting.
Document Ingestion
Bots pick loan documents from shared folder or fintech app — API Bot fetches from government portals
AI Extraction
Extraction Bot reads and extracts all required fields from statements, P&L, balance sheets, and CIBIL
Rule Engine Processing
Rule Engine Bot applies 400+ rules — performs calculations for ratio analysis and banking assessment instantly
Output Generation
Excel Writer Bot populates predefined Ratio Sheet, Balance Sheet and Banking Analysis templates with validated data
Fintech Posting
API Bot posts final output directly into the fintech application — credit appraisal complete with minimal intervention
7 Document Types Processed
Per Loan Application
6 Banking Analysis
Types Covered
Implementation Approach
Go live without disrupting credit appraisal operations
Seamless Integrations
Works with systems your banking operations already use
Who Can Use This
- Commercial & Retail Banks
- NBFCs & Microfinance Institutions
- Housing Finance Companies
- Cooperative Banks
- Fintech Lending Platforms
- Government & PSU Banks
Designed For
Organisations handling thousands of loan applications monthly needing consistent, fast appraisal without growing analyst teams
Lenders where credit appraisal output must flow directly into fintech applications — with zero manual re-entry
Where every business rule, calculation and data field must be traceable, consistent and audit-ready
Agentic Banking Flow
Why Loan Document Digitization?
Frequently Asked
Questions
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Banking Operations
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