Governed AI assistance without handing over legal judgment.
Star Ridge Intake is a working demonstration of how an unstructured legal inquiry can become structured, reviewable work while preserving uncertainty and human control.
What the demonstration proves
- Structured extraction from free-text inquiries
- Evidence-first handling of reported facts
- Unknown information remains unknown
- Missing information is surfaced for follow-up
- Controlled follow-up generation
- Human review before consequential downstream action
- Persistent audit history
- Automated regression and live-model evaluation
Evidence & explainability
From workflow discovery to a decision-grade automation recommendation.
Mountain View Family Law is a synthetic 12-person firm created to exercise the Star Ridge assessment process. It demonstrates methodology and software capability; it is not represented as a customer or production deployment.
Opportunity
Automate prospective-client intake data capture and case-system entry to reduce duplicate entry, incomplete information and administrative handling.
Human-control boundary
Conflict review, case acceptance, legal conclusions, legal advice and other professional decisions remain with attorneys and authorized staff.
Not a black-box chatbot.
The engineering goal is controlled workflow automation: structured outputs, validation, auditability, explicit human boundaries and measurable behavior.