For Law Firms

AI that hands your associates
the first draft.

Contract review, clause comparison, matter intake, and obligation tracking — drafted in minutes, reviewed by counsel, and grounded in your own playbook.

GROUNDED IN YOUR DOCS · ATTORNEY-IN-THE-LOOP · AUDIT-FRIENDLY
Where time goes

The work that's
eating your team.

Most of the drag on a law firm comes from the same handful of repetitive operations. They're the easiest to automate and the highest leverage.

PAIN POINT

Associates buried in document review

First-pass review of NDAs, MSAs, and DPAs eats junior hours that should be on higher-leverage work.

PAIN POINT

New-matter intake is slow

Intake forms, conflict checks, and engagement letters delay the start of every new engagement.

PAIN POINT

Clause language drifts

Templates evolve, redlines accumulate, and the firm's position varies deal to deal.

Workflows we automate

Less manual work.
More time for clients.

These are the workflows we've automated for law firms like yours — usually live within weeks of an assessment.

WORKFLOW

Contract review & redlining

First-pass review against your playbook with risk flags and suggested edits.

WORKFLOW

Clause comparison & extraction

Compare clauses across hundreds of contracts; surface the outliers in minutes.

WORKFLOW

Matter intake & conflict pre-screen

Intake forms parsed, conflicts surfaced, engagement letters drafted.

WORKFLOW

Obligation & deadline tracking

Extract obligations and key dates; route reminders to the responsible attorney.

WORKFLOW

Document drafting copilots

NDAs, retainers, and routine correspondence drafted from precedent.

WORKFLOW

Closing-room support

Signature packets assembled, signatures tracked, and exceptions surfaced.

Practical AI applications

What this actually
looks like.

We don't sell models. We deploy systems that take real actions in real tools — with human approval where it matters.

Contract review copilot

Reads incoming contracts, compares against your playbook, and surfaces redline-worthy items.

Clause search & comparison

Semantic search across your contract corpus with citations to the source page.

Matter intake agent

Pre-screens conflicts, prepares engagement letters, and assembles the matter file.

Obligation tracker

Extracts deadlines and obligations from executed contracts and routes reminders.

Precedent assistant

Answers questions from your own prior work, with links back to the source documents.

Audit-friendly approval workflow

Every suggestion logged. Nothing leaves the firm without attorney sign-off.

Business outcomes

The numbers
that actually move.

These engagements typically start with one practice group — usually contracts or M&A — and expand across the firm once the playbook is wired in. Outcomes vary by document volume, playbook maturity, and team workflows.

Faster
first-pass review
Hours → Mins
for clause comparison
More capacity
per associate
Reviewable
every AI action logged
Start with an assessment

Two to three weeks.
A real roadmap.

We identify the document and intake workflows where AI can save associate time quickly, and return with a prioritized plan — not a slide deck.