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AGMM / Industries / Professional services

AI for professional services firms: what can you actually use it on?

Less than the sales pitch says and more than most partners think. The usable ground is the administration around the work, not the judgement inside it: onboarding, engagement letters, chasing, time capture and the monthly pack. AGMM is an AI consultancy. This page covers accountancy, law, surveying and consultancy together, because only the vocabulary changes.

By Sam Wall and Adam Gillett · Checked on

Greater Manchester / UK and international delivery

Two papers from the work. Demonstration with sample documents. In the Audit we draw your real lines.

What we can prove, and what it proves

What can you check, and what does it not prove?

The nearest thing you can inspect today is how we run our own business. One of our knowledge bases holds the whole business written down, and every system in it is drawn on Inside AGMM, department by department.

It is here because a practice needs the same discipline: one file for every matter, every request chased on time, and a record of who decided what. The paper beside this text is the kind of record that discipline produces.

It proves the standard we build to, and nothing about a practice or a partnership. We will not stretch it that far. What we have not done in your sector has its own heading below.

Demonstration. A sample engagement letter, not a client document.

Process level, not hype

What does AI change inside a professional services firm?

Three things, and it is worth being precise because the marketing is not. It drafts a first version from material you already hold, the largest single saving in most firms. It reads and sorts what arrives, so identity documents, statements and signed forms land against the right matter without somebody opening each one. And it answers questions across records never designed to be queried together, which is why asking how many matters are waiting on a client takes an afternoon.

What it does not do is exercise professional judgement, and a firm that lets it will eventually have to explain why. The correct posture is that every output is a draft with a named human owner, the source of each fact visible, and a record of what was produced and when. That is the only version a risk partner will sign.

The processes, in order

Where does the margin leak between winning work and getting paid?

These five carry the lost time in nearly every firm, whichever profession is on the door.

  1. 01

    Client onboarding, AML and KYC

    Identity documents, source of funds, beneficial ownership, a conflict check and a file that must be complete before work starts. The cost is the fortnight between the client saying yes and anybody billing.

  2. 02

    Engagement letters and scope

    The document that decides what you are owed when the work grows. Assembled from a precedent, edited under pressure, signed late. Scope creep is a document problem, and it is fixable.

  3. 03

    Chasing documents from clients

    Records, statements, approvals, signatures. Every firm has somebody whose week is spent asking politely for the third time, and no system saying which of forty matters waits on what.

  4. 04

    Time capture and work in progress

    Time recorded from memory on a Friday is a guess, and the WIP report is built from guesses. Nobody sees which jobs are running over until the bill is drafted.

  5. 05

    Billing narratives and client reporting packs

    The same facts reassembled by hand into a narrative, a pack or a schedule, once a month, forever. It is drafting work, the thing these systems do well, and almost never what firms are sold.

Now picture yours

The same work, three ways.

Onboarding, chasing documents, time and WIP, and the monthly pack, in four departments, drawn the way most firms run them, then organised, then agentified. Step through the real papers.

Customer data and privacy From yes to billing

  1. The start of the fortnight that costs you.

  2. Identity, source of funds and ownership documents, gathered in one place.

  3. Checks run and logged. The judgement stays with the firm.

  4. Drafted from your precedent, scope stated plainly.

  5. Complete before work starts.

  1. As it runs now

    A fortnight between the client saying yes and anybody billing, somebody asking politely for the third time, time recorded from memory on a Friday, and a monthly pack rebuilt by hand.

  2. Organised

    One file per matter that is complete before work starts, a clear list of what each matter waits on, and time captured as the work happens.

  3. Agentified

    Chasers sent on time, narratives and packs drafted from the facts, and every draft reviewed by the person whose name goes on it.

A person decidesRuns on its ownBack with notesDemonstration. Sample documents, no client data. Timings compressed.

Sequencing

What should you automate first?

Start where the material is your own rather than the client’s. That takes the confidentiality question out of the first project.

In most firms the order is the chase list, then onboarding, then the reporting pack.

  1. FirstThe chase list, small and visible within a fortnight
  2. SecondOnboarding, from yes to a complete file
  3. ThirdThe reporting pack, once the records are consistent

The chase list first because it is small, visible within a fortnight, and converts one person’s memory into something the firm owns. Onboarding second because the delay between a client saying yes and the file being clean is the longest unbilled period in the business. The pack third because it needs the records to be consistent first.

The joins between a practice system and a document store are custom process systems; the chasing is business process automation; where the client record itself is the problem it is custom CRM development. Which is true for your firm is what the fourteen-day constraint audit establishes, from your figures rather than a sector benchmark.

The regulator surface

What have the regulators said?

More than most vendors admit, and it is all public. We are not regulated by any of these bodies, we hold no practising status, and nothing below is advice. All read on 21 September 2026.

  • Law firms

    The Solicitors Regulation Authority’s Risk Outlook report on the use of artificial intelligence in the legal market, dated 20 November 2023, is its published assessment of how these systems are spreading and what it considers risky. For most UK law firms the right answer is a governed legal product from a vendor who stands behind it, not a bespoke build. The gap worth building into is what your practice system does not reach: matter intake, the chase, the join to the billing record.

    SRA Risk Outlook · read on 21 September 2026

  • Accountancy practices

    ICAEW maintains a standing artificial intelligence resource covering governance, use cases and the limits of the technology, and ACCA publishes its own technology insights. Both are written for practitioners rather than buyers of software. The constraint in most practices is not the guidance but that client data sits in three systems that do not talk to each other.

    ICAEW and ACCA · read on 21 September 2026

  • Surveying and property

    RICS is the relevant professional body and members should read its current guidance directly. The pattern is the same: an inspection record, a report built from it, and a fee agreed before the scope moved.

    RICS · read on 21 September 2026

  • Everyone, on client data

    The Information Commissioner’s Office publishes detailed guidance on artificial intelligence and data protection, including how to apply UK GDPR principles to information used in AI systems. The government’s AI Adoption Plan for Professional and Business Services puts the sector at around 12 per cent of UK economic activity and around 5 million jobs, and adoption at 43 per cent of businesses.

    ICO guidance and the government plan · read on 21 September 2026

The blocker partners raise

Can you use this on client-confidential material?

Technically yes, and the controls are well understood. A system can be built so client material never leaves infrastructure you control, is never used to train a third party’s model, is retained only as long as your policy says, and leaves a log of what was processed. That is the difference between a build and a consumer tool.

Whether you may belongs to you, your engagement terms, your regulator and your insurer. The one thing we will push you on is professional indemnity, because it is raised last and should be raised first. Ask your broker whether the policy responds to a claim arising from work produced with AI assistance. Get it in writing before anything is built.

The commercial terms

What does it cost? The audit is £2,000, then a scoped build.

One published price and one invoice: £2,000 for a fourteen-day constraint audit, built around three sixty-minute sessions with the founders who would scope any build. You keep four documents whatever you decide: a constraint map, an AI opportunity map, an economic case per option, and a ranked order for spending.

A build is proposed afterwards in its own document, priced to the work. We publish no band, because the number is set by how many rules the system must hold and the state of your data. The audit fee is not credited against the build, and sometimes the recommendation is to spend nothing with us.

The full ladder is on what it costs. What other UK firms publish, sourced and dated, is on the AI consultancy cost comparison.

Boundaries

What this does not include

  • Licences and subscriptions for your practice system, document store or AI tooling. Those stay in your name and AGMM takes no margin.
  • Any regulated or professional opinion. We are not solicitors, accountants or surveyors, and nothing we build or write is legal, accounting or regulatory advice.
  • Compliance sign-off. We build the record and the trail. Whether it satisfies your regulator or your insurer is their judgement and yours.
  • A guarantee of chargeable hours recovered or write-offs reduced. AGMM cannot evidence one in this sector, so it does not sell one.
  • Replacing your practice management system. If that is the answer it is a different project with a different budget.
  • The build itself. The £2,000 buys the diagnostic, and the fee is not deducted from a build.

Fit, stated plainly

Who this is not for

  • A firm turning over under roughly £1m. A five to twenty person practice is better served by the sector tools that already exist, which cost a fraction of a build.
  • Anyone who wants a tool installed. If you already know which product you want, buy it.
  • A partnership that cannot agree on one way of doing the work. Software makes a process consistent. It cannot arbitrate between four partners who each want their own.
  • Anyone hoping to put client-confidential material into a consumer chatbot and have us bless it. That is where we say no.
  • Anyone who needs work started next week or wants a free strategy document. The audit runs fourteen days by design and the diagnostic is paid, deliberately.

If that is you, the straight answer is a sector product or a cheaper tool, and the fit call will say so in thirty minutes rather than after an invoice.

The limits of our evidence

What we cannot show you yet

AGMM has no published professional services case study. No named firm, no anonymised one, no logo, no realisation figure and no recovered hours. Until there is one you can check, we are not going to write one.

We also hold no regulatory experience. We are not solicitors, accountants or surveyors, we have never been regulated by the SRA, ICAEW, ACCA or RICS, and everything here about those bodies is a pointer to their own published words. If that disqualifies us for your firm, it is better established now than in month three.

What exists is Inside AGMM, which proves we can build systems that keep an auditable record of every decision. AGMM was incorporated in April 2025 and most of what it builds sits inside client systems we cannot publish.

Across the business

Which departments does this touch?

Onboarding clients and staff sits in People and Customer service. Client files and identity documents are Customer data and Privacy and security. Time, work in progress and billing are Finance, and the monthly pack is Leadership. The audit looks across all of them.

Questions before a call

Frequently asked questions

What are UK professional services firms automating in 2026?
Most sector-wide numbers you will see quoted are unsourced. The one we repeat is the government’s own: its AI Adoption Plan for Professional and Business Services, read on 21 September 2026, states adoption is already relatively high, with 43 per cent of businesses using AI. What sticks is drafting first versions and sorting inbound documents.
Can we use AI on client-confidential material?
It depends on where the data goes, who can see it and what you told the client. That is a data protection question before a technology one, and the ICO publishes guidance on applying UK GDPR to AI systems. A system can be built so client material never leaves infrastructure you control. Whether your engagement terms permit it is your call.
What does the SRA or ICAEW say about AI?
Both have published, and both are worth reading in the original. The SRA’s Risk Outlook report on the use of artificial intelligence in the legal market, dated 20 November 2023, is its published position. ICAEW maintains a standing artificial intelligence resource. We link both and do not interpret them, because we are regulated by neither.
How does this affect our professional indemnity cover?
We do not know, and anybody who says they do without reading your policy is guessing. Ask your broker whether the policy responds to a claim arising from work produced with AI assistance, and whether you must notify a material change in how the work is done. It is a ten-minute email that removes the largest unpriced risk in the project.
What happens to trainee and junior work?
It deserves a straight answer. Some of what juniors do now is a first draft a machine can produce, and if that is removed, the training route that produced your next partners has to be redesigned deliberately. We raise it in the audit because it changes what is worth building.
How do we start in 90 days without breaching confidentiality?
Start where the material is your own rather than the client’s: internal reporting, the chase list, time capture, the monthly pack. It proves the approach and never touches privileged material, and it leaves you a working system and a log to put in front of your risk partner.

Start with the constraint

Find what is worth changing before you fund a build.

Thirty minutes, free, nothing bought on the call. Bring the process that annoys the partners most and we will say whether it is a build, a product you should buy, or a habit. The audit is £2,000 if it fits, and we will tell you if it does not.

Book the free fit callCall 0161 543 7189
  1. MessyHand-offs lost in inboxes
  2. OrganisedEach job has a clear owner and step
  3. RunningRoutine hand-offs run; exceptions reach a person
Lit: Operations and delivery, where the call starts. The audit then looks across all twelve departments for constraints, weak points and money to save or earn.