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Neurally

AI in a professional services firm.When the product is knowledge work, the redesign is the strategy.

A firm that sells expert time feels AI in its core economics. The cost of knowledge work is changing, and so is what a small team can take on. The decisions are about the work itself.

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If you help run a firm, some of this may be on the partners' agenda.

  • “Everyone has a licence. Nobody has changed how a matter or an engagement is run.”
  • “Clients are asking whether our fees will come down.”
  • “Our juniors learn by doing the work AI is now good at.”
  • “We can't tell which use is safe with client information and which isn't.”

When the work is the product

In most businesses AI changes how the product gets made. In a professional services firm the work is the product. So questions other sectors can treat as operational are strategic here: what a client is paying for, who is accountable for the advice, and how the next generation of professionals learns the craft.

That is why licences alone change little. The decisions that matter belong to the partners or the leadership team, and they are decisions about work, people and price.

The decisions that matter here.

  1. 01

    Which work changes first

    Research, drafting, review and analysis are all candidates. Choose the few where quality, speed or cost would move enough to matter to clients and to margin.

  2. 02

    What stays with a qualified person

    Judgement, advice and accountability to the client stay with people. Decide and write down where that line sits for each kind of work.

  3. 03

    What you do with the capacity

    Time saved is capacity. It becomes money only if you take on more work, price differently or spend less. That is a commercial choice for the firm's leaders.

  4. 04

    How people are trained now

    If AI does much of the work juniors used to learn on, development needs redesigning along with the workflow.

What tends to go wrong.

  • Tools without a change in the work

    Licences are rolled out, individuals get a little faster, and the way engagements are delivered and priced stays the same.

  • No norms for client information

    People improvise their own rules. Data use, retention and third-party processing need deciding at firm level.

  • Generic training

    A general AI course does not change how a specific team does a specific piece of work. Training on real work does.

How the four stages apply to a firm.

  1. Stage 01

    Decide

    Agree as a leadership group where AI could matter most to clients and to the firm's economics, and in what order.

  2. Stage 02

    Design

    Redesign the chosen workflows, roles and review points, including what always stays with a qualified person.

  3. Stage 03

    Deliver

    Pilot on real work with agreed measures, then proceed, adapt or stop.

  4. Stage 04

    Embed

    Train teams on their own redesigned work, with norms that fit the firm's governance.

How the four stages work

Professional services is a sector we are focusing on. Stuart has not led AI change inside a professional services firm, and nothing here claims otherwise. What carries over is the method, and nineteen years of redesigning how knowledge-intensive teams work.

Start by getting the leadership group to one view.

The AI Opportunity Workshop is one day with your leadership team. It ends with a shared view of the opportunity, an agreed top three priorities with owners and next steps, and a written summary within three working days. The £2,500 fee is credited in full against a Diagnostic or Deep Dive booked within 60 days.

Talk it through first, free (opens in a new tab) Full scope on the services page

Engagement 01

AI Opportunity Workshop

£2,5001 day

Credited in full against a Diagnostic or Deep Dive booked within 60 days.

  • A shared leadership view of the opportunity
  • An agreed top three priorities, with next steps and owners
  • A written summary within three working days
  • A recommendation on whether a Diagnostic or Deep Dive is worthwhile

Also worth a look: AI Training for Leaders & Teams (quoted after scoping).

Questions we hear.From this sector.

Have you worked with professional services firms before?

Professional services is a focus area for us, not a claimed track record. Stuart's career has been in product, technology and transformation at consumer platforms and software businesses, and he began as a senior consultant at Accenture. The approach carries over. The sector-specific knowledge comes from your people.

Will AI reduce what we can charge?

That depends on choices the firm makes about pricing, capacity and service. We help the leadership group see those choices clearly, with revenue, cost savings and released capacity kept separate. It does not promise an outcome.

Do you provide AI training for fee earners?

Yes. Training is built around your own work and governance, with a leadership session on judging opportunities, value and risk, and team sessions that use real work.

Which tools should we buy?

We do not sell or resell tools, so we have no preference to push. Tool choices follow from the redesigned work, and you get help choosing and briefing suppliers.

Related reading

Start with a conversation.Thirty minutes, free.

Tell us what you are trying to decide. If we can help, we will say how and what it would cost. If we can't, we will say that too.

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