AI for Irish solicitors and small law firms: a practical read

Legal is simultaneously one of the sectors where AI saves the most time and one where the downside of getting it wrong is most severe. Both of those things are true at once, and any advice that only acknowledges one of them isn't useful to a practising solicitor.

Start with the duty, not the tool

Before any question about which product, there's a prior one: solicitors owe clients a duty of confidentiality, and putting privileged material into a system you have no agreement with is a professional issue before it is a data protection one.

The practical consequence is the same as it is everywhere else, but the stakes are higher: business or enterprise-tier tools with a data processing agreement, contractual exclusion from model training, and defined retention. Personal accounts do not meet the standard for client matter content. That's not a cautious reading — it's the baseline.

Second, and this is the one that has ended careers in other jurisdictions: AI fabricates case citations that look completely real. Correct-format neutral citation, plausible party names, confident summary, entirely invented. Courts in several jurisdictions have sanctioned practitioners who filed AI-drafted submissions without verifying the authorities. Every citation gets checked against the source. No exceptions, no matter how well the tool has performed previously.

Where it genuinely earns its keep

First-draft correspondence. Client updates, standard queries, chasers, engagement letters. The blank page is what AI removes; the judgement stays with you.

Document summarisation and first-pass review. A 200-page discovery bundle, a long lease, a set of company documents — summarised into a working index before you read the parts that matter. Treat the summary as a map of the source material, never a substitute for it.

Bundle and disclosure triage. Sorting large document sets by relevance, flagging privileged material for human confirmation, identifying duplicates. Substantial time saving, human confirmation on every flag.

Drafting from your own precedents. The highest-value use in most small firms and the one least talked about. A tool working from your firm's existing precedent bank produces first drafts in your house style rather than generic content — and your precedents already encode your firm's judgement.

Internal knowledge and process documentation. Attendance note templates, file-opening procedures, the conveyancing checklist that currently lives in one senior person's head. Genuinely undervalued.

Attendance notes from recordings, with client consent and appropriate retention — this is one where the consent question is not a formality.

Not sure where your practice sits? Take the free AI Scorecard — it takes five minutes and gives you an honest read on where AI genuinely earns its keep in a small Irish legal practice.

Where it doesn't belong

Final advice to a client. AI drafts. A solicitor advises. The professional and regulatory responsibility is not delegable to software, and treating output as finished work rather than a first draft is the single failure mode that causes real damage.

Anything filed without verification. Covered above, and worth repeating because the failure mode is specifically that the output looks correct.

Irish-specific legal research on general tools. General assistants are trained overwhelmingly on US and UK material and will apply English law to Irish facts with total confidence. For research, use tools built on Irish sources with citation, and verify regardless.

Client-specific judgement in contentious matters. Strategy, risk appetite, the read on the other side, the advice a client actually needs to hear. These are the job.

A realistic starting point

Sort the confidentiality question first: one business-tier subscription, a written rule that client matter content only goes there, and a short session with the team so everyone knows what's approved. That is your entire compliance posture for the moment, and it's more than most firms your size have. The GDPR and AI tools guide sets out the same four-rule approach, and the ChatGPT data guide walks through the practical test for client matter.

Then pick a single high-volume, low-risk task — standard client correspondence, or documenting one internal process — and do that properly for a month. Measure whether it saved time. Only then add anything else.

The firms getting real value from this are not the ones that bought a legal AI platform. They're the ones that fixed one workflow, verified everything, and kept the judgement where it belongs.

If you want a structured, honest read on where your practice sits, the free Scorecard takes five minutes and gives you a written answer rather than a sales call.