Multimodal AI evaluation
Test OCR, speech, extraction and decision pipelines against varied forms, check images, damaged scans and noisy servicing calls.
SAFE UNSTRUCTURED DATA FOR FINANCIAL SERVICES
Test and automate banking workflows without circulating customer identities.
Prepare real documents, images and audio for controlled use and generate production-like banking scenarios for extraction, fraud, onboarding and servicing systems.
SENSITIVE SOURCE
↓ POLICY
CONTROLLED OUTPUT
COMMON CONTENTBank statementsKYC and ID imagesLoan filesServicing recordings
Banking workflows
Start where sensitive unstructured content blocks real work.
The strongest implementation begins with a specific content flow, modality, recipient and permitted purpose.
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
Use one product—or build the safer data loop.
GritRedact prepares controlled derivatives of real content. GritRender creates high-coverage scenarios for evaluation and regression.
01GritRedactCONTROLLED REAL DATA
Prepare approved content for controlled use.
Apply banking-specific detection and transformation policy before sensitive content reaches downstream teams or systems.
- Local processing
- Human review
- Verification and audit
02GritRenderSYNTHETIC 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.
Start with the blocked workflow
Make sensitive content usable—on terms your enterprise can defend.
Show us the source content, workflow and downstream users. We’ll identify where redaction, synthetic data or a different control is actually appropriate.
Request a working session ↗