AI consultancy for UK SMEs: know what to automate first.
Your team loses time to repeated admin and disconnected tools, but you do not have a defensible business case for the first AI or automation project.
Sound familiar?
The knot.
Tool demos make every workflow look easy. Real work contains exceptions, permissions, customer data and people who need to trust the new process. Choosing a product before mapping that reality creates an expensive pilot, another subscription and a team that quietly returns to the spreadsheet.
What we do about it
The fix.
Ben Macdonald leads the assessment, drawing on 20+ years building businesses, systems and practical AI workflows. We observe how the work moves, quantify the current effort and failure points, then recommend the smallest useful intervention. You receive the assumptions and trade-offs, not a black-box tool recommendation.
What you get.
The deliverables, plainly listed. If it's not here, ask — we'll tell you honestly whether it's included.
- 01 A current-state process map covering people, tools, hand-offs, exceptions and the data involved
- 02 An opportunity register separating simple workflow fixes, AI-assisted work and ideas that should not be automated
- 03 A business case for each priority with transparent time, cost, risk and adoption assumptions
- 04 A ranked roadmap based on expected value, implementation effort, data readiness and reversibility
- 05 A tool and architecture recommendation covering ownership, integrations, security and ongoing running cost
- 06 An implementation brief, test criteria and handover plan for the first agreed workflow
How this one works.
No discovery phases that outlive the project. Just the steps that earn their place.
- 01 Watch the Work We talk to the people doing the task, examine the tools and follow real examples from start to finish. Exceptions, workarounds and approval points are recorded rather than designed away.
- 02 Find the Useful Interventions We separate process problems from technology problems, then identify where rules, integration, AI assistance or a simpler operating change could remove friction without removing necessary judgement.
- 03 Test the Business Case Current effort, error cost, build cost, running cost, risk and adoption are made explicit. Assumptions are marked as assumptions, and uncertain ideas are tested before they become a large commitment.
- 04 Specify the First Build You receive a sequenced roadmap and a build-ready brief for the first priority. T40 can implement it, work with your team or hand it to another supplier; the recommendation remains yours.
Why this matters
The point is operational improvement, not an AI badge. Ben’s work includes compliance dashboards that replaced spreadsheet-heavy reporting and AI workflows that reduced research from days to minutes. Those examples show the kind of friction T40 can address, but every saving on your roadmap is calculated from your own process before it becomes a claim.
Who this suits
- UK SMEs with repeated, rules-heavy admin across sales, finance, operations or customer service
- Owner-led teams that have bought AI tools but have not turned them into a dependable working process
- Businesses planning an AI pilot that need a business case, owner and test criteria before procurement
- Growing organisations whose disconnected tools and manual hand-offs are becoming a capacity constraint
Proof and useful reading.
Examples and practical guides that help you judge the work before starting a conversation.
The questions everyone asks.
If yours isn't here, ask it — we answer emails within 24 hours.
Q1 Do we need to know which AI tool we want?
No. Starting with a preferred tool often narrows the problem too early. We map the work, data, permissions and economics first, then recommend an approach. Sometimes the right answer is integration or a process change rather than generative AI.
Q2 Who leads the consultancy?
Ben Macdonald leads it. His published profile covers more than 20 years building businesses, leading teams, designing systems and implementing AI and automation for SMEs. The specialists needed for a particular integration join only after the problem is understood.
Q3 How long does the consultancy take?
A focused assessment and roadmap typically takes two to four weeks, depending on the number of processes, stakeholders and systems. We confirm which workflows will be observed and what decisions the final roadmap must support before starting.
Q4 How much should we budget?
The published Systems Launch plan starts at £495 per month and includes an AI-readiness audit, one automated workflow, fundamentals training and documentation. Wider discovery, custom integrations and multi-department roadmaps are scoped separately after the first conversation.
Q5 How do you handle sensitive business or customer data?
Data classification, access, retention, human review and supplier terms are part of the recommendation. We avoid sending data to an AI service by default and identify where legal, security or subject-matter review is required. Your existing policies and risk owners remain part of the decision.
Sound like your problem?
Tell us where it hurts. We’ll tell you honestly whether we can help — and what we’d do first.