ALL LAW OFFICES USE CASES

First drafts of routine documents

You've written this engagement letter a hundred times. The demand letter follows the same skeleton every time. Yet each one still costs you 30–45 minutes of typing that no client is happy to pay for. The AI drafts from your own past documents — your structure, your phrasing, your firm's letterhead conventions — and you spend your time on judgment, not keystrokes.

A Day With This Running.

An illustrative walkthrough, not a customer case study. Actual behavior depends on your tools, data, review rules, and implementation.

1
9:10 AM — new matter, standard letter

You tell the assistant: engagement letter, new estate-planning client, flat fee, the usual scope. Two sentences of instruction.

2
9:12 AM — the draft is your draft

It's built from your firm's own past engagement letters — same structure, same clauses, same tone — with the new client's details filled in. Not a generic template from the internet.

3
9:20 AM — you review like a partner, not a typist

You read for substance: is the scope right, is the fee right, does anything about this client need special language. Fix two lines, done.

4
It never files anything itself

The AI drafts; you sign. Nothing leaves the office without attorney review — that line never moves.

What You Could Measure.

These are hypothetical before/after examples, not measured results or performance guarantees. Establish your baseline and test realistic targets in a pilot.

Time per routine document

▸Before: 30–45 minutes

▸After: 5–10 minutes of review

Hours recovered per week

▸Before: —

▸After: 4–8 hours — billable time or your evenings back

Consistency across the firm's documents

▸Before: Depends who drafted it and how tired they were

▸After: Every draft starts from your best versions

Illustrative potential impact: A document that took 45 minutes starts at 90% done in two. Across a week, that's several billable hours recovered — or several evenings.

Simpler Than You'd Think.

Scope integrations, training, and approval before anything goes live. Here are the starting points to discuss:

  • ▸We ingest a set of your past documents — engagement letters, demand letters, standard motions — so drafts come out in your firm's voice.
  • ▸We agree on the guardrails: what the assistant may draft, and the rule that nothing goes out without attorney review.
  • ▸You start with one document type, get comfortable, and expand from there. Most firms are drafting daily within two weeks.
PRIVATE & SELF-HOSTED AI
Design for the data boundaries you need

We can evaluate private, local, self-hosted, or hybrid deployment for this workflow. Before implementation, agree on data flows, access controls, retention, backups, and any external integrations. Private hosting alone does not guarantee privacy or regulatory compliance. Learn more about Private AI →

Want this running in your business?

Tell us a bit about your business and we'll come back with honest, plain-English ideas about whether this fits — and what it would take. No jargon. No pressure. No obligation.

No jargon, no obligation — just a conversation.