The conventional wisdom is that AI is a BigLaw story. We think the opposite is true: small firms and solo practitioners stand to benefit the most, and they can move faster than a five-thousand-lawyer firm ever will.

BigLaw runs on associate leverage. A partner bills at one rate; a junior associate bills at a fraction; the spread funds the firm. AI changes the unit economics of that spread, but slowly — because every change has to be negotiated across hundreds of partners.

The Leverage Argument

A solo practitioner doesn't have that constraint. They can adopt a workflow change in an afternoon. The same technology that takes a BigLaw firm two years to roll out can be working for a small firm by next Monday.

Where the Wins Are

The biggest wins for small firms tend to be in three places: intake (qualifying clients quickly and routing them appropriately), drafting (turning a one-paragraph brief into a first draft), and research (replacing an hour of database searching with five minutes of verified retrieval).

Each of these on its own is incremental. Together, they often double a small firm's effective capacity without adding a single hire.

How to Start

Start with one workflow you do every week. Pick the one you dislike the most. Spend a week measuring how long it takes today, including the small interruptions and reviews. Then prototype an AI-augmented version. Compare. Iterate.

Don't start with a firm-wide platform. Start with a single repeatable task and a willingness to throw out what doesn't work.

The Ethical Floor

Whatever you adopt, your bar duties don't change. Confidentiality, competence, and supervision still apply. The good news is that several jurisdictions have published guidance, and the framework is becoming clearer by the month.

If you take one piece of advice: use tools that give you contractual protection over your client data, and verify outputs before they leave your office. The technology is moving fast — your obligations to your clients aren't.