AI for small professional services firms: accountants, agencies and lettings

Short answer: in a small practice the work is almost entirely language, which makes the fit unusually good — and almost entirely confidential, which makes the rules you set before you start matter more than the tool you pick.

Why the fit is good

Accountancy, bookkeeping, lettings, recruitment, design and consultancy firms run on documents, emails, notes and reports. That is exactly the material AI handles well. A two-partner practice has more automatable language-work in a week than most manufacturers have in a month.

The catch is that much of that language belongs to clients, so the first decision is not "which tool" but "what are we allowed to put into it".

Settle the confidentiality question first

Before any of this, answer three things in writing: what categories of client information may go into a third-party tool, where that tool processes and stores data, and what your engagement letters and your professional body already say. Your regulator or institute, and your own data protection obligations under UK GDPR, govern this — not a software vendor’s marketing page.

Plenty of useful work needs no client data at all: internal process documents, proposal boilerplate, marketing copy, job adverts, training notes. Starting there buys you experience while the policy question gets settled properly.

1. Chasing clients for information

Every practice has a records chase. Drafted, personalised, escalating reminders that a human approves take a genuinely unpleasant recurring job and make it a five-minute one. The logic is the same as manual versus automated chasing: the automation handles the cadence, you keep the judgement about which clients need a phone call.

2. Meeting and call notes

Turning a conversation into a note, an action list and a client-facing summary. High value in firms where the same partner does the meeting, the note and the follow-up — which is to say most small ones. Check your consent position on recording before you start.

3. Proposals, scopes and engagement documents

Mostly assembly from parts you already have, varied per client. Drafting from a library of approved wording is faster and more consistent than starting each one fresh, and it keeps the clauses you care about from going missing.

4. Document reading and extraction

Pulling the handful of facts you need out of a long lease, a set of accounts, a policy or a tender. Enormously time-saving and the single place where care matters most: it must be a first pass that a qualified person checks, never the answer. The extraction is help; the responsibility stays with you.

5. The marketing nobody has time for

Newsletters, case studies, service pages, follow-ups to enquiries that went quiet. Small firms consistently under-invest here because the fee-earners are busy. Drafts you edit break that logjam without hiring anyone.

What to keep away from it

Advice. Tax rates, thresholds and deadlines — those come from gov.uk, from your institute, or from a qualified colleague, and they are exactly the kind of thing a confident-sounding tool gets subtly out of date. Numbers that go in a return or a report. Anything that constitutes a professional opinion. Draft around those; do not delegate them.

Working out where to start

Our AI Tools Report is built for this size of firm: about ten minutes of questions about where the hours go and what you already pay for, then a costed nine-slide report emailed within minutes — hours reclaimable, an impact–effort matrix, six quick wins as problem and fix, tools with cost and setup time, a four-day plan and a monthly net return calculated from your own hourly figure and rounded down. £59.99 inc VAT. We do not need access to your systems, and your answers are used only to prepare your report.

If your confidentiality policy is unresolved, settle that first — the report will still be useful, but the order you act in will be different, and there is no sense buying a plan you are not yet in a position to run.

Questions, or want a tool we don't have yet? Email hello@grafto.co.uk — a real person replies.