Matter-readiness gap check
Turn a synthetic, redacted, or exported matter trail into a plain-English view of what is missing, stale, ownerless, unclear, or waiting for review.
Perth, Western Australia
I help document-heavy firms find the work that still falls between their systems.
For law firms and professional teams with messy email trails, document bundles, stale follow-ups, unclear ownership, and review gates that still need human judgement.
The commercial wedge
Not another legal AI platform. A sharper way to test what is still falling through the cracks.
Mature firms already have practice-management systems, document-management systems, and internal processes. The useful question is narrower: where do exceptions, handoffs, stale follow-ups, unclear ownership, and review gates still sit in someone's head?
I map one workflow, identify what is already handled, find the remaining gaps, and prototype the smallest useful review surface before anyone talks about live integration.
Workflow audit
Separate what your existing tools already handle from the narrow exceptions that still need clearer ownership, escalation, and review boundaries.
Prototype sprint
Build a no-login proof or internal review surface around one workflow before touching live systems or sensitive client data.
Public proof asset
Matter Readiness Gap Check
The example uses synthetic material only. It shows how an exported matter trail can become a reviewable checklist without connecting to a live inbox, practice-management system, or document-management system.
Open the example
Human review boundary
AI should make the work clearer, not pretend to be the lawyer.
AI can help with
- Organizing emails and documents
- Flagging missing or unclear items
- Surfacing stale follow-ups and urgent dates
- Preparing draft follow-ups for review
AI must not own
- Legal advice or strategy
- Client-facing messages without approval
- Final sufficiency decisions
- Live system changes without explicit scope
Testing one serious legal-workflow pilot at a time.
Best first step: send one workflow or matter type you suspect creates admin drag. I will tell you whether it looks like a real gap, already solved, or not worth touching.