AI Strategy Workshops for UK SME Leadership

In short

A half-day or full-day strategy workshop for your SME’s leadership team: what AI can/can’t do for your business, where to start, how to govern it. Hosted by Gary Cheers. Cohorts of 8 to 12. Price on application. Regional in-person + UK-wide remote options.

What you get

• AI capability overview specific to your sector
• Use case identification against your business model
• Built-vs-buy + sequencing discussion
• Governance + risk framing
• 90-day action plan drafted in the room

Format

Half-day or full-day shapes. Price on application based on cohort size, format and travel. 8 to 12 attendees. In-person at regional venues (Theatr Clwyd default; can travel for cohorts) or fully remote.

Why the strategy conversation usually goes wrong

Most SME leadership teams have had the AI strategy conversation at least once. It usually goes one of three ways.

The first pattern is the awareness session. A consultant turns up with a deck of capabilities, walks the team through ChatGPT, Claude and a couple of automation tools, and leaves. The team learns interesting things, but the deck does not connect to their specific business problems. A fortnight later nothing has changed.

The second pattern is the vendor pitch. A specific tool gets demoed by an enthusiastic product manager. The team gets excited about the tool, agrees to a trial, and discovers later that the tool was solving a problem they did not really have. Six months in, the subscription is being paid and the value is unclear.

The third pattern is the brainstorm dump. The team spends an afternoon listing every possible AI application, ends up with 40 ideas, and is paralysed by the choice. No defensible reason to pick any specific one means none gets picked.

The strategy workshop avoids all three by enforcing a structured decision. The output is a written 90-day plan with named owners and ranked use cases. The leadership team leaves with something they could not produce on their own in an afternoon: a defensible direction.

How a workshop is sequenced

The half-day shape moves at pace; the full-day shape adds depth on sequencing and governance. Both follow the same logic.

1. Capability calibration. A short, honest review of what AI actually does well in 2026, framed against the SME’s specific sector. The point is not to demo tools; it is to set a realistic frame so the rest of the day operates on accurate assumptions.
2. Workflow mapping. A structured walkthrough of how the business actually runs today. Where does information arrive, where does it go, who touches it, where does it get stuck. The mapping surfaces the seams between systems and the admin overhead that nobody has previously named out loud.
3. Use case generation. Against the mapped workflows, candidate AI applications are listed. The list is filtered against four tests: repeatability, reachable data, bounded judgement, real volume. The filter alone usually cuts the list by 60 percent.
4. Scoring. The remaining candidates get scored on effort, impact and risk. The scores are ranges rather than single numbers, so the conversation can argue with each one. The ranking comes out of the scoring, not out of the loudest voice in the room.
5. Sequencing. What goes live first, what follows, what waits. The sequence accounts for dependency (data cleaning before segmentation, governance before customer-facing AI), not just priority.
6. Action plan. A written 90-day plan with named owners for each item. Leaves the room signed by the leadership team.

The full-day adds built-versus-buy reasoning per use case, a governance starter (tool register, acceptable use, human-oversight rules), and a deeper sequencing conversation.

Who should attend

The cohort that produces the strongest plans has three properties. It is small enough that everyone speaks (8 to 12 attendees is the sweet spot). It contains genuine decision-makers (founder or MD plus function heads, not delegates). It is from a single company or a small group of related companies (mixed open cohorts work for individual development but tend to produce less actionable plans).

Mixing levels works well: founder, ops director, finance director, head of marketing in the same room creates the right kind of friction. Mixing functions matters more than mixing seniority.

What sectors get from the workshop

The capability calibration block is tailored per sector. A law firm cohort gets content on SRA implications, conflict checks, document review and matter management. An accountancy cohort gets content on ICAEW guidance, working papers, client onboarding and journal automation. A manufacturing cohort gets predictive maintenance, supplier reconciliation, inventory and quality control. An ecommerce cohort gets personalisation, support automation, returns and pricing.

The sector overlay is included at no extra cost when the cohort is from a single sector. Mixed-sector cohorts get the general business overlay and slightly more time on cross-cutting topics like governance.

What the 90-day plan looks like

The written deliverable is short on purpose. A leadership team that needs to read 40 pages will not read it. A leadership team that gets two pages will.

• Headline direction. One paragraph naming the strategic intent for the next 90 days.
• Three to five named actions. Each with an owner, a deliverable, and a date. Actions are specific (commission the audit, run a Quick Win on supplier onboarding, draft the acceptable-use policy) rather than aspirational.
• Use case backlog. The ranked candidates that did not make the first 90 days, with reasoning on why they wait.
• Governance starter. Three or four practical disciplines to install alongside the first build: tool register, acceptable use, human-oversight rules, vendor security check.

Notes and follow-up email summarising decisions go out within 48 hours. The plan is yours to execute. Further engagement with Wingenious is optional, not assumed; many cohorts execute internally and never come back, which is a fully legitimate outcome.

How the workshop sits alongside other engagements

Three patterns where the workshop is the first move.

1. Standalone first step. Leadership wants a defensible direction without committing to a longer engagement. The workshop delivers the plan; execution stays internal.
2. Pre-audit. Where the workshop output points clearly at the need for a deeper diagnostic, the next step is the AI Readiness Audit at £2,450, five days. The workshop fee is sometimes credited at the team’s discretion.
3. Pre-sprint. Where the workshop output picks a specific candidate use case and the team wants to implement it, the next step is the Implementation Sprint from £8,000. The audit can be skipped where the team is already confident on direction.

Pricing and packaging

Half-day or full-day shapes. Price on application based on cohort size, format and travel. Cohorts of 8 to 12. In-person at regional venues (Theatr Clwyd default; can travel for cohorts of 8 or more) or fully remote via Zoom and Miro. About 60 percent of cohorts pick half day; the rest add the second half to cover sequencing and built-versus-buy reasoning.

Funding routes available for eligible SMEs through government-funded AI training.

What changes for the leadership team after the workshop

A common observation in the months after a strategy workshop: the leadership team’s conversations about AI shift in shape. Vendor pitches get evaluated against the checklist rather than absorbed enthusiastically. New use cases get filtered through the four tests before they get commissioned. The governance conversation has a starting point rather than being deferred indefinitely.

The single largest shift is that AI stops being a topic that floats free of commercial reality. The leadership team learns to anchor every AI conversation to a specific business outcome, a specific commercial number, and a specific risk profile. That discipline carries forward into every subsequent decision, which is why the workshop tends to pay back many times over against its modest fee.

A note on the room

The workshop runs best when the room is set up for a working session, not a presentation. Tables in a U or a square so attendees can see each other. Whiteboard or large paper for the workflow mapping. Real materials from the SME’s business in the room. Phones away for the working blocks; back for the breaks. This is not theatre and not corporate training; it is a leadership team doing the work of producing a defensible 90-day plan.

How the half-day differs from the full-day

The two formats serve different starting positions.

The half-day suits leadership teams that already have some direction and need to sharpen the next steps. The capability calibration block is shorter, the workflow mapping is focused on two or three priority areas rather than the whole business, and the deeper sequencing and built-versus-buy work is held over for a follow-on engagement. About 60 percent of cohorts pick this shape.

The full-day suits teams starting from scratch, or teams wanting to map several functions in one go. The capability calibration block is fuller, the workflow mapping covers every function, and the day includes built-versus-buy reasoning per candidate use case plus a more developed governance starter. The plan that emerges is meaningfully more detailed.

The choice between the two is usually made on a 30-minute scoping call before the session. Where leadership is unsure, the half-day is the safer default with the option to add a follow-on session if depth turns out to be needed.

What a real 90-day plan looks like in practice

A worked example, sanitised, from the kind of plan that typically emerges from a workshop with a 40-person professional services SME.

Headline direction: “Reduce admin overhead in the client onboarding workflow by 40 percent over the next 90 days, freeing senior partner time for billable work.”

Named actions: commission an AI Implementation Sprint for the client onboarding workflow (owner: managing partner; deliverable: live workflow; date: 90 days); commission a data cleaning Quick Win on the client database as the precursor (owner: practice manager; deliverable: cleansed records plus prevention layer; date: 30 days); schedule a tools training cohort for the admin team to support adoption (owner: HR lead; deliverable: trained team; date: 60 days); draft the firm’s acceptable use policy and tool register (owner: managing partner; deliverable: signed document; date: 45 days).

Use case backlog: matter-summarisation tool, document review automation, internal Q&A on the firm’s procedures. Held for the next 90-day cycle once the first wave lands.

Governance starter: tool register template populated, acceptable use one-pager drafted, human oversight rules for client-facing AI outputs specified, vendor security check applied to existing AI tools in use.

Why this is not a Big Four-style workshop

A reasonable comparison: large consultancies run similar-looking workshops at considerably higher fees. The shape on the day looks similar but the outputs are different.

Three differences matter for an SME audience. The first is scale calibration. Big Four workshops are built for enterprise budgets and enterprise timelines. The use cases that emerge tend to assume capability that SMEs do not have and budgets that SMEs cannot justify. The Wingenious workshop is calibrated to UK SME reality: payback in months, budgets in tens rather than hundreds of thousands, deployment on tools the team can actually maintain.

The second is the deliverable. Big Four workshops typically produce a slide deck of frameworks and a follow-on engagement proposal. The Wingenious workshop produces a 90-day plan with named owners and a vendor checklist. The plan is portable to any implementer; the SME is not locked into the workshop provider for the follow-on.

The third is the fee. The Big Four workshop is in the order of £15,000 to £40,000 for a comparable cohort. The Wingenious workshop is materially less. Price on application. The lower cost reflects lower overhead, not lower depth.

Related capabilities

LLM workshops · AI tools and platforms training · AI leadership training · AI use case identification

Related

Sectors where strategy workshops land best: law firms, manufacturing, accountants.

For the larger picture, see the AI Training cohorts page.