IT Strategy September 14, 2026 · 4 min read

Will AI Replace Lawyers?

William “BJ” Pote

CEO, eTop Technology

No.

That is the complete answer to the question as asked, and it is not a very useful one. The worry underneath it is legitimate, so let us take the useful version instead: which parts of the work are actually changing, and what should a firm do about it this year.

We support law firms for a living, so this is not a thought experiment for us. Here is what we actually see.

What it is genuinely good at

The pattern is consistent. Artificial intelligence performs well where the work is high volume, language-shaped, and verifiable. Somebody still has to check it, but checking is far faster than producing.

Reading large document sets and telling you what is in them. Medical records, discovery productions, deposition transcripts, years of correspondence. A person reads those at a fixed speed. A machine does not.

First drafts of routine documents. Engagement letters, standard motions, discovery responses that follow a known pattern. The draft is rarely final, and it is nearly always faster than starting from a blank page.

Summarizing and building timelines. Turning nine hundred pages into a chronology with citations back to the source page is exactly the shape of work these tools do well.

Finding the thing you half remember. Searching your own closed files for the argument that worked two years ago beats asking the one associate who might recall it.

We built a records summarizer for a firm that was spending serious paralegal hours turning medical record productions into usable chronologies. The work did not disappear. It moved. The paralegal now reviews and corrects a draft chronology instead of building one from scratch, and correcting takes a fraction of the time that building did.

That is the realistic shape of this. Not replacement. Compression.

What it does not touch

Judgment with consequences. Deciding whether to file, whether to settle, what a particular judge will do with a particular argument. These tools produce confident text whether or not they are right, which is precisely the wrong trait for a decision that carries liability.

The relationship. Clients in distress are not looking for a faster document. They are looking for a person who will tell them the truth about their situation.

Accountability. A bar card belongs to a human being. No vendor is signing up to be sanctioned on your behalf, and reading a terms of service page will confirm that quickly.

Anything where being wrong is expensive and hard to detect. Fabricated citations have already embarrassed enough firms to make the point. The failure mode is not that the tool says it does not know. The failure mode is that it answers beautifully and incorrectly.

The risk nobody puts on the list

The threat to most firms is not that this technology takes the work. It is that staff adopt consumer versions of it privately, paste privileged client material into them, and nobody finds out for a year.

That is not hypothetical, and it is not a technology failure. It is what happens when a tool is useful, the official answer is no, and nobody offered a sanctioned alternative. People route around a policy that makes their day harder.

The fix is not a ban. Bans produce exactly this behavior. The fix is providing a version inside your own tenant, with your own data controls, so that the useful thing and the permitted thing are the same thing.

What a firm should actually do this year

  1. Find out what is already in use. Ask without consequences attached. You will learn more in one honest conversation than in six months of policy work.
  2. Give people a sanctioned tool. Inside your environment, covered by your agreements, where client material is not training somebody else’s model.
  3. Write the rule on one page. What may go in, what may never, who to ask. If it runs twenty pages, nobody reads it and you are back to hoping.
  4. Pick one workflow and actually measure it. The highest volume, most repetitive, most language-shaped thing your firm does. Time it now. Automate a slice. Time it again.
  5. Keep a human signature on everything that leaves the building. Not as ceremony. As the control.

The firms that struggle here will not be the ones that adopted too slowly. They will be the ones that adopted accidentally, through whatever their staff signed up for on a Tuesday, and never wrote anything down.

Technology rarely replaces a profession. It just quietly reprices the parts of it that were never the hard part.

William “BJ” Pote

CEO, eTop Technology

eTop Technology has spent over 15 years in IT and over 12 years serving the Inland Empire as a trusted managed IT provider. We host the Business Tech Playbook podcast and are passionate about helping business leaders make smarter technology decisions.

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