Legal

Automating legal groundwork for higher-value counsel

AI is used to handle the groundwork of legal work so lawyers can complete foundational tasks much faster and spend more time on risk assessment, issue spotting, practical advice, and business-aligned problem-solving.

Why the human is still essential here

Lawyers still provide the judgment that supports outcomes: assessing risk, pressure-testing assumptions, getting creative, and deciding what advice is right for the client and business context.

How people use this

Contract review triage

AI reviews incoming contracts, flags unusual clauses, and suggests redlines so counsel can focus on negotiating the highest-risk terms and advising the business.

Spellbook / Harvey

Research memo first drafts

AI answers legal research questions with cited sources and drafts initial memos so lawyers can spend more time testing arguments, weighing risk, and tailoring recommendations.

Lexis+ AI / CoCounsel

Due diligence document summaries

AI scans large document sets in transactions or disputes, extracts key provisions and anomalies, and produces summaries that accelerate lawyer review of material issues.

Relativity aiR / DISCO

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LinkedIn

Had a coffee with a GC friend last week.

Had a coffee with a GC friend last week.

We got into it on AI and the billable hour.


Here's my takeaway:


If you think AI should make legal cheaper across the board, you’re probably confusing efficiency with value.


AI means a strong lawyer can now do in two hours what used to take ten.


That doesn’t make the work less valuable. It means lawyers can spend their best hours on the hardest problems.


What GCs really want is judgment that supports outcomes. The ability to assess risk, spot issues early, and propose practical, business-aligned solutions.


AI handles the groundwork so the best lawyers can focus on pressure-testing assumptions, getting creative, and moving the business forward.


When more of the work is focused on what actually drives outcomes, the work itself becomes more valuable.


Clients don’t care how long something took. They’re paying for safe passage from Point A to Point B.


That hasn’t changed.


That’s why top-end rates could rise.


Not despite AI. Because of it.

JW
Joshua WeinbergerCOO & GC at Goodlawyer
Apr 13, 2026