AI & business transformation advisory

Stop experimenting with AI. Start operating with it.

Helping businesses redesign products, processes and teams to realise the full potential of AI.

Book a free discovery call How we work

AI activity, no payback

Pick the right bets
We find the few changes that will move revenue, cost or service, and put a value case behind each.

New tools, same old habits

Change the work
We redesign products, workflows and roles so the gains land, and say clearly what stays with people.

No one owns the outcome

Get it built and live
We lead the change with your teams and support the build hands-on, with partners where needed.

Teams unsure how to use it

A team that runs it
We train your people on their real work, not generic demos, and agree how results are measured.

Why it stalls

The technology usually isn't what's holding you back.

In BCG's 2026 CEO survey, most companies were running AI pilots, but only about a quarter had changed the wider business around them. Buying more tools fixes none of the usual gaps.

  • No link to the P&L. Use cases and local time savings haven't turned into clear decisions about revenue, cost or customers.
  • The organisation hasn't moved. Products, workflows, roles and decisions still work the way they did before.
  • No one owns the result. Initiatives lack the owner, the skills or the coordination to deliver something measurable.

How we work

From decision to results you can see:

The work moves from choosing where AI pays off to a team that runs the change and can show the results. Every stage produces outputs you own, and you can stop after any of them.

  1. 01

    Decide

    We sit down with your leadership team and pick the few AI opportunities worth funding. Each one gets a business case in numbers and the measures we'll judge it by.

  2. 02

    Design

    Together we rework the products, workflows, roles and decisions those opportunities touch, and agree which calls stay with people.

  3. 03

    Deliver

    We test the riskiest assumptions in small, time-boxed pilots first. What works, your teams and partners build and scale, with us leading alongside them.

  4. 04

    Embed

    Each result gets a named owner on your side. We train the people doing the new work and track it against the agreed measures until your team runs it without us.

Why Neurally

Work directly with an experienced senior operator

Stuart Davis, founder of Neurally
Stuart Davis

Stuart is the founder of Neurally, a UK based advisory that helps businesses redesign products, processes and teams to get real value from AI. Across 19+ years in product, technology and transformation, he has led product teams at Compare the Market, Fresha, ClearScore, Not On The High Street and Gumtree.

At Compare the Market he built Product Operations from scratch, creating a single view of roadmaps, commitments and dependencies for around 50 people. He then redesigned the product lifecycle around AI, halving discovery-to-development time. He also led the launch of the company's first consumer AI assistant in an FCA-regulated environment.

Stuart works with CEOs, founders and product leaders to move whole organisations toward AI-native operations and realise real business outcomes.

More about Stuart →

“What could this business do now that it couldn't two years ago?”
Where every engagement starts

Start here

Four ways to begin, from a free call to a board-ready plan

Start with a free 30-minute discovery call. From there, a one-day Workshop, a one-week Diagnostic or a two-week Deep Dive each have a fixed fee agreed before we start. The Workshop's £2,500 is credited in full if you continue within 60 days.

Book a free discovery call See all engagements

AI maturity assessment

Where is your business on AI?

Ten quick questions, about two minutes. See where you sit on Neurally's four-stage AI maturity model and where the biggest gap is. No sign-up.

Start the assessment

Common questions

Questions leaders ask first

  1. 01What does Neurally do? Neurally is a UK-based advisory that helps businesses redesign products, processes and teams to get real value from AI. Every engagement runs through four stages, Decide, Design, Deliver and Embed, from choosing the few opportunities worth funding to training the people who run the new work. See how we work.
  2. 02Who is Neurally for? CEOs, founders and product and technology leaders of scaling and established businesses, roughly 50 to 1,000 people, where AI could change costs, capacity, speed, products or customer value. Not sure where you stand? Take the two-minute AI maturity assessment.
  3. 03How is Neurally different from a large consultancy? You work directly with a senior operator who can move from board-level choices into product, operating-model and delivery detail. Small, accountable and practical, with specialists added only where the problem needs them.
  4. 04Do you build or implement the AI? Yes. We lead agreed transformation work and support implementation hands-on: specifying pilots, choosing and briefing build partners, and working alongside your teams on the first releases. Your teams and specialist partners write the software. Scope, decision rights, resources and accountability are agreed before work begins.
  5. 05What does it cost to get started? The first call is free. After that, the Workshop (one day, £2,500), the Diagnostic (one week, £6,000) and the Deep Dive (two weeks, £12,500) each have a fixed fee agreed before work starts. The Workshop fee is credited in full if you continue within 60 days. See the engagements.