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AI legal research for small firms: faster memos without the sanctions risk
Research AI is where legal AI delivers its clearest hours — and where lawyers have been publicly sanctioned for using it badly. Here is what the tools genuinely do, what they cost, and the verification discipline that keeps your name off a benchslap order.
What research AI actually does
You ask the question in plain language — "can a Florida landlord recover attorney's fees under a lease silent on fees?" — and the tool answers from real authorities with the citations attached, drafts the memo skeleton, and summarizes the cases it relied on. The search-skim-refine loop that ate an afternoon compresses into a draft you verify. That last clause is the whole game: the draft is a first-year associate's work product, fast and unsigned, and signing it is what you are paid for.
The three doors, priced
Westlaw AI-Assisted Research — published from $155.35/mo, three-year term, firms up to ten attorneys; research only, grounded in the database your filings answer to. Paxton — published $499/mo self-serve, research plus drafting plus analysis, all 50 states, free trial. CoCounsel — by quote (reported ~$225–$500/user/mo), the breadth option, strongest where Westlaw is already on the account. The CoCounsel vs Paxton head-to-head runs the numbers side by side.
The verification discipline
Courts across the country have sanctioned lawyers for filing AI-invented citations, and no vendor accuracy claim moves that duty. The rule that keeps you safe fits on an index card: open every authority the AI cites; confirm it exists, is good law, and says what the summary claims; keep the AI's draft out of the filing until each citation survives that check. Build it into the workflow — a citation checklist on every AI-assisted memo — so compliance is structural, not heroic. ABA Formal Opinion 512 frames exactly this as the competence duty applied to AI.
Rolling it out
Start with the free trial (Paxton) or the published tier (Westlaw AI-AR) on three sanitized questions your firm already answered, score the misses, and only then talk to quote-priced vendors with a benchmark in hand. Confidentiality review first — matter facts in a research prompt are still client confidences; the ethics guide covers what to clear with each vendor. The broader rollout order is in getting started.
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