Document-to-data processing
Use GritTransform to extract information from statement and loan-document PDFs or images into JSON for downstream banking workflows.
SAFE UNSTRUCTURED DATA FOR FINANCIAL SERVICES
Put banking documents to work across operations, data and testing.
Protect sensitive customer information, extract structured data from PDFs and images, and generate synthetic content for onboarding, lending and servicing workflows.
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 CONTENTBank statementsKYC and ID imagesLoan filesServicing recordings
Banking 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.
Controlled production samples
Create reviewed derivatives for engineering, model evaluation and approved third-party processing.
Fraud scenario generation
Generate known fraud patterns, unusual transaction histories and rare negative cases at controlled volume.
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.
- Account and routing numbersProtected
- Tax and national identifiersProtected
- Customer names and addressesProtected
- Signatures, faces and voicesProtected
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 banking-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
Turn statement and loan files into application data.
Define the account, income and lending fields your workflow needs. Check extracted values against the source, then reuse the configuration through an API.
- Custom extraction fields
- Source highlighting
- JSON for banking workflows
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.
- Extraction and transcription accuracy
- Transaction reconciliation
- Policy exception handling
- Privacy leakage
Important boundary
GritWorks prepares safe data; it does not replace KYC controls, transaction authorization or core-banking permissions.
Proof in practice
Banking case studies.
Anonymized enterprise work, each labelled with its stage: production deployment, enterprise pilot or technical evaluation.
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