Loan processing at the speed of same-day decisions.
Automate verification of bank statements, income proof, and credit documents. Cut application turnaround from days to hours.
Documents we handle
Every lending document, extracted precisely.
Bank Statements
Extract transaction history, account numbers, balances, and income patterns from bank statements across all major banks.
ITR & Form 16
Parse income figures, tax paid, employer details, and assessment year from income tax return documents.
Salary Slips
Extract gross pay, deductions, net take-home, employer, and employment details from salary slips.
Property Documents
Parse property descriptions, ownership details, area, and valuation figures for mortgage and loan processing.
Sanction Letters
Extract loan amount, interest rate, tenure, EMI, and conditions from loan sanction and disbursal letters.
Repayment Schedules
Parse instalment amounts, due dates, principal, interest breakdowns, and outstanding balances from repayment tables.
3×
Faster loan application processing
Lending teams reduce document verification time from days to hours, with every extracted field auditable and traceable.
The Problem
Every loan application arrives with 8 to 12 documents, KYC packets, bank statements, ITR forms, salary slips, property papers, and sanction letters. Credit teams cannot make a decision until every document is opened, read, and entered into the loan origination system manually. This data entry bottleneck adds 2 to 3 days to every application cycle. NBFCs and banks processing high volumes face a compounding problem: more applications mean more manual work, not just more decisions. Hiring to keep up is expensive and does not scale.
How ParseAI Solves It
ParseAI automates KYC document processing, bank statement extraction, ITR data extraction, and income proof verification across the full loan file. Every document is processed automatically, account numbers, income figures, employment details, property descriptions, and EMI obligations all extracted and structured. Output integrates directly with your loan origination system via API. Each field carries a confidence score, routing uncertain extractions to human review while passing high-confidence data through automatically. Loan files that took a day to process manually are ready in minutes.
Why It Matters
In lending, speed is a competitive advantage. Borrowers increasingly compare turnaround times across lenders. A 2-day processing time versus a 4-hour turnaround can determine whether you retain or lose the application. Beyond speed, automated extraction creates a complete, auditable record of every data point used in the credit decision, supporting RBI regulatory requirements and internal risk management. For NBFCs operating under tightening compliance frameworks, having traceable, accurate document data is not optional.
Frequently asked questions
What loan documents can ParseAI extract data from?
ParseAI processes bank statements, ITR forms, Form 16, salary slips, KYC documents (Aadhaar, PAN), property documents, sanction letters, repayment schedules, NACH mandates, and employment certificates.
How does ParseAI handle bank statement extraction?
ParseAI extracts transaction history, account numbers, IFSC codes, opening and closing balances, salary credits, EMI debits, and flagged transactions from bank statements across all major Indian banks, in both digital PDF and scanned formats.
Can ParseAI extract data from ITR forms and Form 16?
Yes. ParseAI extracts gross income, tax paid, employer details, assessment year, TDS deducted, and net income from ITR-1, ITR-2, and Form 16 documents, covering the most common income proof formats used in retail lending.
How does ParseAI integrate with loan origination systems?
ParseAI is API-first. Structured JSON output integrates with any LOS via REST API or webhooks. Data can be pushed automatically on extraction completion, eliminating manual entry from the loan processing workflow entirely.
Is ParseAI suitable for NBFC document processing compliance?
Yes. ParseAI aligns with DPDPA 2023 and is built with RBI-regulated institution requirements in mind. Every extraction creates a complete audit trail, document received, fields extracted, confidence scores, and timestamps, supporting compliance documentation.
Compliance note
Financial document processing requires strict data handling standards. ParseAI aligns with DPDPA 2023 requirements and is built with the audit and traceability needs of RBI-regulated lending institutions in mind.
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