Legal
The regulatory reality
Privilege and confidentiality obligations mean client matter data needs strict isolation and residency control; no model output substitutes for counsel's professional judgment, and we design accordingly.
[ 01 ]The opportunity
Most legal work inside companies and firms is precedent application, not invention. The playbook exists — in heads, in past markups, in negotiated outcomes — but it isn't queryable, so everything queues behind senior reviewers. Making institutional positions explicit and running first-pass review against them moves lawyers up the stack: their hours go to the three clauses that matter.
[ 02 ]Workflows
First-pass contract review
Diff inbound paper against the playbook and past outcomes; produce a markup with reasoning attached for counsel to accept or override.
Matter memory
Keep each matter's documents, positions, and correspondence as an isolated context — searchable by claim, not just keyword.
Obligation tracking
Extract commitments and deadlines from executed agreements into a tracked register, with the source clause linked on every entry.
[ 03 ]Compliance posture