For a law firm, an AI agent is most useful on the writing that surrounds legal work: attendance notes, chronologies, first drafts of letters, bill narratives and plain-English explanations for clients. You paste in the material, it drafts in your firm's format, and you check, correct and sign. It's no substitute for research or advice.

Most of that writing follows a pattern and gets done at the end of a long day, when attention is thinnest. An agent you message in plain language keeps notes on your drafting style, runs reminders on a schedule and saves a procedure once you've settled on one, so the tenth attendance note needs less correcting than the first.

What does the SRA expect when lawyers use AI?

The regulator's position is that responsibility doesn't move. The SRA's warning notice on misuse of AI, published on 17 August 2026, says AI has no separate legal personality and that solicitors remain accountable for their work and outputs however the work was prepared. It names two central concerns: hallucinated citations reaching court documents, and client confidentiality when material goes into AI tools, noting that free and paid tools alike may pose risks depending on the provider's terms.

The notice cites R (Ayinde) v Haringey LBC [2025] EWHC 1383 (Admin), the High Court judgment on false citations put before the court after actual or suspected use of generative AI. The Law Society's Generative AI: the essentials takes the same line on supervision and verification. Both are worth reading in full.

For day-to-day use, that comes down to one rule: treat every case name, statutory reference and paragraph number the agent produces as unverified until you've checked it against a primary source. Better still, tell it to cite nothing you haven't given it. The agent can't confirm that a case exists or tell you the current rule, and it'll produce plausible authority if asked.

From instruction to file opening

A prospective client's first email mixes facts, urgency and gaps. Paste it and ask for an intake note.

This is an email from a prospective client about a boundary dispute. Turn it into an intake note: facts, dates, parties, and the questions I need to ask. List the conflict checks to run, but don't attempt them.

The conflict search and the conclusion stay with you, and the record should show you did them.

Clients tell their story in the order they remember it. Paste everything they've sent across three emails and ask for a dated chronology with missing dates flagged and contradictions between accounts marked. That table becomes the backbone of the file.

For the client care letter, the terms are yours and the drafting can be the agent's. Paste the agreed scope and your standard terms, and ask for scope, assumptions, exclusions and how fees work, with [fee estimate] left as a placeholder rather than an invented number.

Attendance notes, contracts and clauses

Attendance notes. These are the notes most often left until the next morning, when the detail has gone. Paste your rough notes straight after the call and ask for a note in your format: who, when, what was discussed, advised and agreed, and next steps. Check it line by line against what was said before you sign it.

Clause-by-clause summaries. For a 12-page facilities management contract, ask for a table summarising each clause, then a short list of terms that look unusual or one-sided and why. Use it as a first pass before your own read, never instead of one.

Comparing two versions. The differences that matter often aren't the obvious ones.

These are two versions of the termination clause. List every difference, say which party each change favours, and identify anything ambiguous in either version.

Obligations and dates. Ask for every obligation in a contract, who owes it and its date or trigger, with any deadline that could be read two ways flagged. The ambiguities are the useful part.

Explaining a clause to a client. Across a week this eats hours. Paste the lease clause and the client's question and ask for a plain-English explanation, what the clause doesn't cover, and a short email. Expect to tone it down: drafts tend to sound more definite than the clause allows. You send the email; the agent never corresponds with clients.

First drafts that start from structure

Letters before action. Supply the facts and the outcome the client wants, and ask for background, breach, what's required and the deadline. Firm but not aggressive, and "cite no authority" in the instruction so there's no invented law to strip out.

Witness statement skeletons. Give it the chronology and the points this witness can speak to, and ask for numbered first-person paragraphs with placeholders wherever the witness must give their own account. You get a structure with obvious gaps, which is quicker to work from than a blank page and keeps the witness's words theirs.

Instructions to counsel. Paste your summary of the issues and the two points you're unsure about, and ask for background, questions in order of importance and the documents counsel will need.

Settlement scenarios. With the claim value, costs to date and the client's priorities, ask for three scenarios with the net position for each and the questions the client must answer. It does the arithmetic and framing; the advice is yours.

Deadlines and billing

Dates in a case management order are easy to miss and expensive to miss. Paste the order and ask for every date and what must happen by it, in date order, with any step that depends on another flagged. Then check the list against the order yourself, and keep your diary as the system of record.

The bill narrative is the task everyone postpones. Paste the month's time entries for a matter and ask for a narrative grouped by stage, in plain English a client can follow, with nothing privileged disclosed and any entries that don't fit listed separately.

Can you paste privileged material into an AI tool?

Only if your firm has cleared that tool for that category of material, decided in advance and recorded. Confidentiality and privilege apply to what goes into a chat window as much as to anything else.

  • Assume pasted material leaves the building. It's processed on a provider's servers, under their terms, in some jurisdiction, and may be retained after you delete it.
  • Use placeholders. "Our client", "the landlord", "Company A". A town, a property type and a date together can identify someone as surely as a name.
  • Keep advice and litigation material out of uncleared tools. Merits views, advice to the client and anything prepared for litigation stay out unless the firm has approved it.
  • Keep matter facts out of memory. Drafting preferences belong in memory. The facts of a matter, held there, become a record you didn't intend to create. Ask the agent to forget matter detail when a file closes.
  • Close the policy gap first. If the firm's AI policy or your insurer's position says nothing about agents, settle that before the first client document goes in. What happens to your data lists the questions to put to a provider.

What stays with the fee earner

Plenty of complex drafting can be delegated and checked. What stays with you is whatever carries professional judgement or your name.

  • Advice. What the law is, what it means for this client and what they should do. The agent can explain a clause; whether the clause achieves what the client needs is your call.
  • Strategy. When to settle, when to press, when to advise against what the client wants.
  • Relationships. The bad-news call and the fee conversation. A draft helps you prepare for them.
  • Sign-off. Nothing leaves the firm because an agent produced it. The person who signs answers for it.

Routines: reminders and saved formats

Scheduled messages bring the agent to you. Scheduled check-ins explains the set-up.

Every weekday at 8:30am, ask me to paste the live deadline list and tell me what's due in the next seven days, what depends on a step that hasn't happened, and what needs attention today.

Every Friday at 4pm, ask me to paste the week's time entries, tell me which matters are close to their fee estimate, and draft narratives for anything ready to bill.

Every quarter, show me what you remember about our drafting style and ask what's changed.

That quarterly check matters more than it looks. An agent holding a stale note writes from it with full confidence, and confidence is hard to audit quickly.

When a task comes back needing almost no edits, save the method as a skill (agent skills explained shows how). Good candidates are your attendance note headings and level of detail, your chronology columns (date, event, source, agreed or disputed), your bill narrative structure, and your letter style, including how direct you are with an opponent compared with your own client. Build each from three examples you're happy with, then correct the rules the agent infers.

Getting started: our part, then your first week

We set Able° up for you and connect it to Telegram or LINE with you. We then go through what it needs to know at the start: the kind of firm you are, your practice areas, how you write and what never belongs in a draft. It reads that back and you correct it.

Your first week, twenty minutes a day:

  1. One formatting task. An attendance note or a chronology from your rough notes, checked line by line against the source. You'll see the gap between fluent and accurate quickly.
  2. One comparison task. Two versions of a clause; ask for the differences, then find them yourself. If it missed one, you've learned something about the tool and the clause.
  3. Two reminders. The weekday deadline check and the Friday billing prompt. Let them run for a week before adding more.
  4. One saved procedure. Whichever task needed least editing, saved with your corrections and tried on a different matter.

When should a firm hold off?

If you run a handful of long matters a year, there isn't enough repetition for the gains to show. If your firm or insurer prohibits client material going into external tools, respect that rather than working around it with placeholders that still identify the client. And if fee earners won't verify drafts, an agent adds regulatory risk.

Common questions

No. It can't confirm that a case exists, check a citation or tell you the current position on a point of law. It can summarise and structure material you paste in, and anything it says about the law needs checking against a primary source.

Can it draft court documents?

It can produce first drafts of letters, notes and simple documents, and skeletons for longer ones. It shouldn't produce anything containing law or citations without full verification, and it should never be the last hand on a document filed at court.

Does this replace a paralegal?

No. It takes some typing out of a paralegal's day, but the checking, file management and judgement about what matters on a file still need a person.

Will it remember a matter after the file closes?

Anything it has saved to memory stays there until you ask it to forget. Make clearing matter detail part of your file-closing checklist, and ask the agent to show you what it holds so you can confirm it's gone.