Extract Data from Loan Agreements Automatically
Upload any loan agreement and get lender, borrower, loan amount, interest rate, repayment schedule, and conditions extracted as structured data in seconds.
Used by banks, credit teams, legal departments, and loan management platforms worldwide.
Stop manually reviewing loan agreements to log key terms
Reading through loan agreements to extract interest rates, repayment amounts, and penalty clauses for your loan management system is slow and inconsistent.
❌ Before ParserBee
- Open each loan agreement PDF and search for key terms
- Manually log interest rate, instalment, and maturity date into your LMS
- Risk errors on repayment amounts that cause reconciliation problems
- Process agreements inconsistently across different reviewers
- Struggle to audit loan portfolio terms from unstructured documents
✅ After ParserBee
- Upload loan agreements via browser or API
- Extract all terms including rate, instalment, and maturity automatically
- Push structured data directly into your loan management system
- Audit interest rates and penalty clauses across your entire portfolio
- Flag agreements with unusual terms for legal review instantly
How ParserBee Parses Loan Agreements
Three steps from document to structured data — no templates or training required.
Upload the Document
Upload a PDF, PNG, JPG, or WebP file. Multi-page documents are processed as a single job.
AI Extracts All Fields
ParserBee identifies and extracts every field automatically — no training or configuration required.
Get Structured Data
Download as JSON or CSV, or use the API to push data directly into your systems on upload.
Fields Extracted from Loan Agreements
The template comes pre-built with these fields. Add, remove, or rename any field before saving.
Sample Extracted Output
Upload a loan agreement and ParserBee returns a structured table like this — automatically.
| Field | Extracted Value |
|---|---|
| Lender | First Capital Bank |
| Borrower | Stephanie Kowalski |
| Loan Amount | $45,000.00 |
| Interest Rate | 7.25% per annum |
| Interest Type | Fixed |
| Loan Start Date | 01 Jan 2026 |
| First Repayment | 01 Feb 2026 |
| Term | 60 months |
| Monthly Instalment | $895.50 |
| Total Repayable | $53,730.00 |
| Governing Law | Ontario, Canada |
Every field is pulled directly from the document. You define what to extract — ParserBee does the reading.
Who Uses This Template
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Frequently Asked Questions
What data is extracted from a loan agreement?
Lender name, borrower name, loan amount, interest rate and type, loan start date, repayment start date, loan term, monthly instalment, total repayable amount, late payment penalty, prepayment clause, collateral description, and governing law.
Does it work with personal loans, home loans, and business loans?
Yes. ParserBee adapts to any loan agreement format regardless of loan type.
Can it extract variable rate clauses?
Yes. The interestType field identifies fixed, variable, or floating and the interestRate captures the stated rate.
How do I import extracted loan terms into my LMS?
Use the REST API to map extracted JSON to your loan management system fields directly or via an integration platform.
Can I batch-process all loan agreements for a portfolio review?
Yes. The batch API supports multi-document uploads for portfolio-level analysis.
Related Templates
Start extracting loan agreement data automatically today
Free to try. No credit card required. Works on your first upload.
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