Income-document extraction
Check the fields your workflow expects from W-2 forms and payslips. Keep the reference values and normalization rules explicit.
LENDING & FINANCIAL DOCUMENTS
Synthetic loan and banking documents for testing
A borrower file. Five connected document types.
Banks and fintech teams can test document extraction and processing without depending on real customer records. This free pack follows one fictional borrower across a checking statement, paystub, W-2, mortgage statement and utility bill, each with a degraded counterpart.
ZIP · 3.4 MB · Free download · No sign-up
10 PDF files5 Document pairsJSON + boxes
INSIDE THE ACTUAL PACKPDF / 01
PDF SAMPLESame document.
Different condition.
Different condition.
KNOW WHAT YOU’RE DOWNLOADING
Five document pairs.
Ten PDF files.
Follow one fictional borrower across checking, income, mortgage and address documents. Compare linked fields and clean/degraded pairs. Start with a readable example, then compare its degraded version.
| Document type | Readable example | Challenging version |
|---|---|---|
| 01Checking statement | Clean PDF2 pages | Photocopy + coffee stain2 pages |
| 02Paystub | Clean PDF1 page | Strong blur1 page |
| 03W-2 | Clean PDF1 page | Skew1 page |
| 04Mortgage statement | Clean PDF1 page | Low light1 page |
| 05Utility bill | Clean PDF1 page | Cropped edges1 page |
10 PDFs plus structured JSON and bounding-box reference files. A file may contain more than one page.
Download the complete packFROM DOWNLOAD TO WORKFLOW
Put the sample
to a practical test.
Use a consistent process. Define your expected outputs, run the files and inspect the cases your workflow gets wrong.
Multi-page ingestion
Test page ordering, document boundaries and extraction completeness in financial dockets, statements and address evidence.
Loan-processing sandboxes
Exercise document classification and review queues before introducing customer records. Test a degraded version alongside its readable counterpart.
RELATED FIELD GUIDEWhy synthetic loan documents need consistency
FROM SAMPLE TO WORKFLOW
The right data.
The right next step.
Start with the PDFs. When you need more volume, your own layouts or a safe way to use real records, bring in GritRender and GritRedact.
GENERATE · GritRender
Need more documents like these?
Generate fictional loan applications, financial records and custom banking test scenarios.
Explore GritRender →PROTECT · GritRedactTesting with real documents?
Remove customer names, addresses, account details and other sensitive financial information.
Explore GritRedact →EXTRACT · GritTransformNeed structured output?
Explore extraction from PDFs and images into structured JSON for your applications.
Explore GritTransform →Implementation and operational support are available around GritWorks products.
CUSTOM DATASETS · MANAGED SERVICE
Need custom banking datasets for development or QA?
Need custom datasets but don’t want to build and maintain the generation process internally? Let’s discuss your requirements.
THE NEXT STEP · FREE FOR QUALIFIED TEAMS
Start with 10.
Go further with the full dataset.
Try the sample pack first. When you need more, fill in the booking form and join a call. We’ll review your use case and share the full dataset with qualified teams.
No purchase required. Custom datasets and product support are discussed separately.
BEFORE YOU START
Your questions,
answered.
What will I receive?
A ZIP with 10 PDFs: five clean documents and five challenging versions, plus structured JSON and bounding-box JSON for selected populated fields. Some PDFs contain more than one page.
How do I get the sample?
Choose “Download 10 PDFs”. The ZIP downloads directly: no form, call or platform account is required for the sample.
Can I use my own tools?
Yes. Use the PDFs and reference files in your own evaluation, sandbox or testing workflow. The included reference data is not an automated scoring system.
Does it include a loan application?
No. The pack covers the supporting documents a lending workflow reads: a checking statement, paystub, W-2, mortgage statement and utility bill for one fictional borrower. Custom loan applications are a GritRender conversation.
How do I get the full dataset?
Choose your dataset, complete the booking form and join a call. We’ll review your use case and share the full dataset with qualified teams. No purchase is required; availability and fit are confirmed on the call.