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How to bring AI into a law practice: five steps, lowest risk first

A law firm does not need an AI strategy. It needs one tool aimed at its most expensive drain, adopted with the diligence the ethics rules already require. Five steps.

1. Name the drain in dollars

Missed intake calls, contract markups, research memos, discovery sets, unbilled residue — pick the one that costs the most. Be honest with numbers: calls per month that hit voicemail, hours per markup, sets per matter. The drain picks the tool; the demo never does. On this site the aisles map to intake, contracts, research, discovery, and practice management.

2. Run the confidentiality review before the trial

This is the step law firms cannot swap for enthusiasm. Get the vendor's data-handling and model-training terms in writing, check your state bar's AI guidance, and decide what — if anything — needs client consent. The ethics checklist has the five vendor questions. Trial on sanitized matters until the answers are on file.

3. Favor a published price, and pilot small

Published-price tools let you budget without a sales cycle: Smith.ai from $95/mo, Westlaw AI-AR from $155.35/mo, Gavel Exec at $160/user/mo, Paxton at $499/mo. Where a tool is quote-only (Spellbook, CoCounsel, Briefpoint), get the itemized quote in writing and make it beat a published rival in your own pilot. One tool, one workflow, two to four weeks, old process running alongside.

4. Keep a lawyer's signature on everything

Decide, in writing, where human review sits: every AI citation opened before filing, every AI-drafted client communication read before sending, every intake summary checked before a conflict decision. The tools draft; the firm signs. This is also what makes the pilot measurable — reviewers see exactly what the AI got right and wrong.

5. Measure against the drain, then expand

Define success before the pilot: after-hours consults booked, markup hours saved, memo turnaround, sets produced. If the number moved, roll wider and pick the next drain; if it did not, you spent a month and a small subscription learning something true. Repeat. A local pro can run this entire loop for a firm that would rather practice law than manage software.