External disclosure
Review and permanently remove personal or confidential information before producing a controlled copy.
CONTROLLED CONTENT FOR LEGAL WORKFLOWS
Prepare matter content for AI, review and disclosure without flattening its value.
Create defensible derivatives across documents, correspondence, images and audio for discovery, external sharing and legal AI evaluation while retaining structure and review evidence.
SENSITIVE SOURCE
↓ POLICY
CONTROLLED OUTPUT
COMMON CONTENTContracts and case filesCorrespondenceDeposition audioDiscovery productions
Legal workflows
Start where sensitive unstructured content blocks real work.
The strongest implementation begins with a specific content flow, modality, recipient and permitted purpose.
Legal AI evaluation
Generate known-answer contract, discovery and deposition scenarios for extraction, transcription, search and summarization testing.
Engineering escalation
Provide safe samples when legal document automation fails without copying raw matter files into development systems.
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.
- Personal identifiersProtected
- Privileged or confidential passagesProtected
- Signatures and contact detailsProtected
- Third-party and minor informationProtected
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 legal-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.
- Clause extraction
- Citation accuracy
- Privilege-aware behavior
- Disclosure-boundary testing
Important boundary
Privilege and disclosure decisions require legal judgment. GritWorks supports review and evidence; it does not make legal determinations.
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 ↗