Research preparation
Remove direct identifiers and prepare reviewed document sets for approved secondary use.
PRIVACY-CONSCIOUS DATA FOR HEALTHCARE AI
Make healthcare documents useful for approved enterprise workflows.
Prepare sensitive content for approved use, extract structured information from PDFs and images, and generate synthetic healthcare scenarios for development and testing.
CHOOSE THE OUTPUT YOUR WORKFLOW NEEDS
GritRedact
Remove sensitive information
Documents, images & audioGritTransform
Extract structured JSON
PDFs & imagesGritRender
Generate synthetic test content
Documents, images & audioCOMMON CONTENTClinical notesClaims and EOBsMedical imagesPatient calls
Healthcare workflows
Start with the document workflow your team needs.
Protect content, extract structured information and generate realistic test cases. Each product is available offline on-premises or through sales-assisted SaaS.
Clinical AI evaluation
Test extraction, transcription and classification across narrative notes, scanned records, medical images and patient calls.
Administrative document processing
Use GritTransform to extract information from requisition and administrative-document PDFs or images into JSON for authorized downstream workflows.
Control the exposure
Protect the identifiers. Minimize the unrelated facts.
Not every sensitive field should be handled the same way. Remove what is unnecessary, preserve only what the approved task needs, and use tokens when consistent linkage is required.
- Patient identifiersProtected
- Member and medical record numbersProtected
- Dates and contact informationProtected
- Unrelated family and provider dataProtected
Product fit
Three capabilities. Choose what your workflow needs.
GritRedact prepares approved content. GritTransform extracts structured JSON from PDFs and images. GritRender creates synthetic scenarios for development and testing.
01GritRedactCONTROLLED REAL DATA
Prepare approved content for controlled use.
Apply healthcare-specific detection and redaction policy before sensitive content reaches downstream teams or systems.
- On-premises or SaaS
- Human review
- Verification and audit
02GritTransformSTRUCTURED DOCUMENT DATA
Extract the fields your administrative workflow needs.
Configure extraction for requisitions, claims and administrative records. Review source highlights and send structured JSON to authorized downstream systems.
- Configurable field selection
- Document-side verification
- Offline on-premises option
03GritRenderSYNTHETIC SCENARIOS
Test the workflow against what production rarely gives you.
Generate repeatable cases across documents, images and audio with known ground truth, including failures, exceptions and adversarial conditions.
- PHI detection
- Clinical entity extraction
- Content routing
- Minimum-necessary disclosure
Important boundary
Automated redaction alone is not a declaration of HIPAA de-identification. Policies, validation and human review must match the intended use and recipient.
Proof in practice
Healthcare case studies.
Anonymized enterprise work, each labelled with its stage: production deployment, enterprise pilot or technical evaluation.
Healthcare · Enterprise pilotGritRedact
Reusable corpusReal handwriting retained; member identities removed
Unlocking handwritten clinical data for agentic AI testing
U.S. health insurance and services organization
Read the case study
Healthcare · Technical evaluationGritRender
30+ variantsControlled document degradations with known ground truth
Expanding laboratory requisition OCR test coverage
U.S. diagnostic services provider
Read the case study
Start with your workflow
Put your unstructured data to work.
Tell us what your team needs to achieve. We’ll help you choose the right products, work through your requirements and explore on-premises or SaaS deployment.
Request a working session