Where machine intelligence can create value
Matter intake
Collect the matter purpose, parties, deadlines, requested service, and conflicts information needed for responsible human review.
Conflicts support
Search authorized client and matter records, surface possible matches, and preserve the responsible lawyer’s conflicts determination.
Contract review
Extract clauses, obligations, dates, and deviations for qualified review with source-linked evidence and explicit uncertainty.
Chronology construction
Assemble dated events from authorized documents and records, retain citations, and flag conflicts or missing periods.
Precedent retrieval
Find current, authorized precedents by matter context while showing provenance, version, and limitations.
Obligation tracking
Extract approved obligations and dates into a reviewable register with owners, status, and escalation paths.
Recommended starting engagement
Closed-Corpus Matter Workflow Diagnostic using a low-risk historical dataset with privilege-preserving retrieval and citation controls.
Likely buyers
- Managing partner
- General counsel
- COO
- CIO
- Chief knowledge officer
- Legal operations
- Risk partner
Control and qualification issues
- Privilege and confidentiality
- Ethical walls
- Citation accuracy
- Client restrictions
- Professional supervision
Reasons to pause or decline
- No process owner or decision authority.
- No representative data, documents, event records, or observable work.
- The requested first phase requires high-consequence autonomous action.
- The economics depend on theoretical time savings that cannot be captured.
- The client rejects necessary security, privacy, legal, accessibility, quality, or human-review participation.
