AI Readiness Workshop

Identify the Best AI Opportunities for Your Company

Most companies do not need more AI ideas. They need to know which of the ideas they already have are useful, feasible and worth funding. The AI readiness workshop puts the right people in one room for a day, maps the processes that genuinely cost you something, and leaves you with a scored and prioritised roadmap rather than another round of enthusiasm.

A full dayYour people in the roomScored use casesRoadmap with owners
The Situation

Plenty of ideas, no agreed order

Almost nobody arrives at this workshop short of ideas. What they are short of is a way to choose between them that survives a management meeting.

Ideas everywhere, priorities nowhereThree departments each have a favourite, all of them sound plausible, and the one that gets funded is usually the one whose champion is most persistent.
Experiments that never became anythingSomebody tried a tool, it worked reasonably well in a demonstration, and then the trial expired and the whole thing quietly evaporated.
Nobody agrees what ready even meansIT means the systems, operations means the processes, the board means the budget. All three are correct and none of them has been written down.
The data question stops everythingEvery promising idea reaches a point where somebody says the data is not good enough, and the conversation ends there instead of establishing how much it would cost to fix.
No owner, therefore no progressEnthusiasm is shared, responsibility is not. A use case with no named owner is a conversation topic rather than a project.
No business case anyone believesThe numbers in the vendor deck are somebody else’s. Nobody has produced an honest estimate of what any of this would be worth in your company.
The Day

How the AI readiness workshop actually runs

A full day, with the preparation done beforehand so the day itself is spent on work rather than on introductions.

Preparation

Context gathered in advance, plus short input from the people attending, so the day starts from your reality instead of from a blank flipchart.

Process mapping

What actually happens in the areas under discussion, including the workarounds. This is where most of the real opportunities are found.

Use-case generation

Structured and facilitated, with the people who do the work rather than only the people who manage it. Quantity first, judgement afterwards.

Scoring

Each candidate assessed against business value, feasibility and dependency, in the room, with the disagreements aired rather than smoothed over.

Roadmap and owners

A sequence, a named owner for each priority, and an agreed next action. Without this last step the day is entertainment.

The Method

Three questions per use case

Every idea gets the same three questions. It sounds obvious, and it is remarkable how rarely all three are asked of the same idea on the same day.

What is it worth?

In money or in hours, estimated honestly with the assumptions written on the wall where everyone can argue with them. A use case whose value cannot be described is not ready to be funded.

Can we actually do it?

Whether your data, systems, processes and people can support it as they are today, not in an idealised version of your company that exists in a slide.

What has to be true first?

Dependencies, approvals, risks and the order they impose. This is the question that reorders most lists, because the highest-value idea is frequently the one that has to wait.

The Work

What MetaGem does

The facilitation is the product. Anybody can run a brainstorm; the value is in the structure that turns forty ideas into six scored candidates and one agreed starting point, without the loudest person in the room deciding it.

Your operational people are in the room on purpose. Leadership knows where the strategy is going and the people doing the work know where the time actually disappears, and a use-case list built from only one of those two is reliably wrong.

The output is deliberately usable by somebody else. If you never speak to me again, the roadmap still works, because it was written for your team rather than as a pretext for the next engagement.

  • Prepares from your contextCompany background, participant input and the questions your team is already arguing about, gathered before the day.
  • Maps the relevant processesWhat genuinely happens today in the areas under discussion, at enough detail to find where the cost sits.
  • Facilitates use-case generationStructured sessions that produce candidates from the people who know the work, not from a list of industry trends.
  • Scores and prioritisesBusiness value, feasibility and dependency applied consistently, so comparisons are honest and the ranking can be defended.
  • Identifies the readiness gapsData, process, tooling, skills and ownership. What is missing, what it would take to close, and which gaps genuinely block progress.
  • Turns it into a sequenceA draft roadmap with a recommended next action for every priority use case, and a name against each one.
Deliverables

What you receive

What Changes

What you leave the day with

Broad interest becomes specific use cases

Named processes, named benefits and named owners, instead of a general intention to do something about AI this year.

Opportunities that can be compared

The same three questions asked of every candidate, so choosing between them is a decision rather than a preference.

The blockers are visible

Data, process, tooling and ownership gaps written down, which turns the recurring objection into a work item with a cost attached.

Leadership and operations are aligned

Both were in the room when the list was scored, which removes an argument that would otherwise have taken months.

A defensible basis for spending money

Whether the next step is an audit, a build or nothing at all, you can explain the reasoning to a board.

Momentum with a name against it

Every priority leaves the day owned by somebody, which is the difference between a roadmap and a souvenir.

Fit

Who this is for

This is for you if

  • You have AI ideas scattered across the business and no agreed priorities.
  • You are preparing a first implementation and want to be confident it is the right one.
  • Leadership needs operational input before committing budget.
  • Earlier experiments produced interest and nothing durable.
  • You want a roadmap your own team can execute without a permanent consultant attached.

This is probably not for you if

  • Your leadership team is not yet aligned on the basics. The AI Briefing for Leaders comes first in that case.
  • The question is specifically about marketing and e-commerce, where the AI Marketing Audit gives you evidence rather than opinions in a room.
  • You already know exactly what you want built and just need it built.
  • The people who actually do the work will not be released to attend.
Credibility

Who facilitates

Seventeen years of marketing and e-commerce work, and a practice that builds these things as well as discussing them. That shows up in the room as a fairly ruthless feasibility filter: it is much easier to say that an idea will not survive contact with your data when you have watched a similar one fail to.

There is no implementation contract waiting at the end of the day. Some priorities are best built in-house, some belong with your existing agency or IT partner, and some are worth nothing at all. The roadmap says which, and it says so before anybody has quoted for anything.

What is not on offer: a guarantee that a given use case will deliver a given return, or a scoring model dressed up as objectivity. The scores are structured judgement, made in the open, and your team is expected to argue with them.

Placeholder

A real client example belongs here: the ideas on the wall at the start of the day, the priority that came out on top, and what was actually built. Left empty on purpose rather than filled with an invented story.

FAQ

What companies ask before booking the day

Who should attend?

A mix, and the mix is the point. Somebody from leadership who can commit budget, the managers of the areas being examined, and two or three people who do the work day to day. Eight to twelve is a comfortable number. A workshop attended only by management produces a list of things management wishes were true.

How should we prepare?

Very little is asked of you, deliberately. A short intake conversation, some context about the business, and brief written input from the participants about where their time actually goes. Everything else happens on the day. If preparing for a workshop becomes a project of its own, something has gone wrong.

Is this a technical workshop?

No. It is conducted in business language and requires no technical knowledge from participants. Technical feasibility is assessed during the scoring, and where a genuine technical question arises it gets recorded as a dependency to be answered rather than debated on the spot by people who cannot answer it.

Does it include implementation?

No, and keeping the two separate is intentional. The workshop produces a scored roadmap with owners and next actions. What happens afterwards is your decision: your own team, your existing partners, or a scoped implementation. There is no obligation in any direction, and the roadmap is written so somebody else can execute it.

How is this different from the AI Marketing Audit?

The audit is an independent examination of your marketing and e-commerce operation, done by me, ending in evidence and a roadmap. The workshop is a facilitated day with your own people, covering whichever parts of the business you choose, ending in their conclusions rather than mine. The audit is broader on evidence; the workshop is broader on scope and much stronger on internal agreement. Companies with a marketing-shaped problem usually want the audit, and companies with a whole-business question usually want the workshop.

Turn a long list into a short one

Request a call. Bring the ideas currently circulating in your business, and we will work out whether a workshop is the right way to sort them or whether you already know the answer.

Request a call

A full day · your people in the room · a roadmap you own

Related

Before and after the workshop

Not sure where to start?

Request a call. I look at your situation and tell you honestly whether there is something worth doing, and what it would take.