Five Office Jobs a Small Law Firm Can Hand to AI (and Three It Shouldn't)

If you run a solo practice or a small law firm, you almost certainly use AI already. In Clio's 2026 report on solo and small firms, 71% of solo lawyers and 75% of small firms said they had adopted AI.

The same report, as summarised by the North Carolina Bar Association, suggests the business impact is less consistent so far. About a third of firms reported more revenue from it (32% of solos, 31% of small firms), and more than half have no AI policy at all (57% of solos, 55% of small firms). A third of small firms said finding the time was their biggest hurdle with new technology.

So the tool is in the office. What's usually missing is a decision: this job, every week, goes to the AI first, and this person checks it.

Here are five office jobs worth handing over in a small practice, and three that should stay with a lawyer. They are about the running of the firm, not the legal work itself. The examples are illustrations of the kind of work we mean, not client stories.

What makes a job a good one to hand over

Three things, and all three matter:

1. It repeats. Every new enquiry, every matter, every week.
2. It runs on information you already hold. Your emails, your matter list, your own templates and standard wording.
3. A person stays responsible. The AI prepares; someone at the firm approves.

If a job fails any of the three, leave it alone for now.

Five jobs to hand over

1. First replies to new enquiries

Enquiries arrive by email and the website form at all hours, and the ones answered late often go elsewhere. The AI can sort each enquiry by type of matter, draft a reply in your own wording with the next step (a call, the documents to bring, your fee basis), and flag anything urgent.

A person reads and sends it. The reply confirms receipt and next steps; it doesn't give an opinion on the case.

2. The deadline and next-step list

Every matter has dates and a "who does what next". In a small office that list often lives in one person's head. The AI can pull dates and agreed actions from emails and notes into one list per matter, ready to check against your diary.

Your diary and your own checks stay the record. The list is there to catch what slipped, not to replace them.

3. Call notes into a summary and tasks

After a client call, the notes sit in a notebook or a voice memo. Handed over, they become a short summary for the file and a list of tasks with a name next to each.

It's the smallest job on this list and often the first one a team keeps using.

4. Routine client updates

Clients ring to ask "where are we?" more often than anything else. The AI can draft a short, plain update from the matter's latest notes: what happened, what's next, what's needed from the client.

A lawyer reads it before it goes. Anything that needs judgement or carries advice is written by the lawyer.

5. Chasing documents and unpaid invoices

Missing ID, unsigned engagement letters, documents the client promised, invoices past due. The AI can compare what has arrived against what each matter needs and draft polite reminders, a first one and a firmer second one.

Keep a person on the send button. Some clients need a phone call, not another email, and only you know which.

Three jobs to keep with a lawyer

Advice. AI tools can sound confident and be wrong. Anything a client will rely on as legal advice needs a lawyer who has read the facts and the sources.

Anything filed or cited. Let the AI prepare a first draft or a summary. Never let it be the last check on a document that goes to a court or an authority, and check every case or rule it mentions against the original.

Anything where you can't say where the data goes. Confidentiality is the heart of the job. If you can't answer "which account is this in, and who can see it?", don't put client information there. Your bar or law society's guidance on AI and your data protection duties come first; this article is not legal advice.

The tools are closer than you think

You may not need new software. Anthropic launched Claude for Small Business in May 2026, with ready-made workflows and connections to tools such as Google Workspace and Microsoft 365. OpenAI added workspace agents to ChatGPT's business plans in April 2026.

What these tools don't do is decide which of your jobs to hand over, fit them to the way your office really works, or give the firm the written AI rules that more than half of small practices still don't have.

How to start this month

1. Pick one job from the list. The one that eats the most of your week is usually the right one.
2. Write down how you do it today. Where the information comes from, what the result looks like, who checks it.
3. Write one page of AI rules. Which tools and accounts the firm uses, what may and may not go in, and who approves anything that leaves the office. Start from your bar or law society's guidance.
4. Run it for a month next to the old way. Compare the results before you rely on it.
5. Only then add a second job.

If you'd rather not work it out alone

This is what our AI Check-up is for: a 60-minute call and a one-page plan naming the three jobs in your firm worth handing over first. If you then book a build with us within 30 days, the fee comes off the price. Everything we set up stays in your own accounts.