Claims intake testing
Exercise routing and document classification for claim forms, statements and supporting documents.
CLAIMS & SUPPORTING DOCUMENTS
Insurance claims test data
One claim. The complete document trail.
Insurance teams can test claims automation with fictional records and realistic document variations. This free pack follows one fictional health-insurance case from premium statement and claim to itemized charges, benefits and patient balance, each with a degraded counterpart.
ZIP · 6.8 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 a fictional health-insurance case from premium statement and claim to itemized charges, benefits and patient balance. Start with a readable example, then compare its degraded version.
| Document type | Readable example | Challenging version |
|---|---|---|
| 01Premium statement | Clean PDF1 page | Photocopy1 page |
| 02CMS-1500 claim | Clean PDF1 page | Strong blur1 page |
| 03Itemized invoice | Clean PDF1 page | Coffee stain1 page |
| 04Explanation of benefits | Clean PDF2 pages | Low light2 pages |
| 05Patient statement | 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.
Form-field evaluation
Check how your workflow handles dense form layouts, identifiers and populated fields. Review uncertain or unreadable fields instead of silently accepting output.
Human-review queues
Use clean and degraded pairs to test when your pipeline should request review or a better source document.
RELATED FIELD GUIDEHow to generate realistic insurance claims test data
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 synthetic claims and supporting documents for testing.
Explore GritRender →PROTECT · GritRedactTesting with real documents?
Remove sensitive policyholder and claimant information from existing documents.
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
Building or testing claims automation? Let’s discuss your data requirements.
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.
Which insurance lines does it cover?
One fictional health-insurance case. It does not include property, casualty or auto claims, and it carries no adjudication outcome labels.
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.