AI Transformation Consulting

How to Scope Your First AI Transformation Workshop

A good workshop gives a team enough shared understanding to decide what to do next. Begin by naming that decision. It will tell you whom to invite, what to prepare and how much the session can reasonably accomplish.

Scope the whole engagement.

1

Prepare

Sponsor input and work samples

2

Work together

Map, compare and decide

3

Follow through

Reviewed outputs and next owner

Choose a decision the room can make

“Explore AI opportunities” is broad enough to fill a day without settling anything. “Choose a test to reduce returned quotations while preserving approval quality” gives the discussion a purpose.

Confirm that the sponsor can act on the result. If approval sits elsewhere, identify what evidence that person needs and who will take the proposal to them. A room full of enthusiasm cannot substitute for a decision process.

Define the work around the meeting

Preparation might include a sponsor conversation, short interviews with people doing the work and a small authorized sample of recent cases. Agree how materials will be supplied, who reviews them and what happens if they arrive too late.

The working session brings different accounts of the process together. Follow-up turns the discussion into an output people can use, including corrections, open questions and a decision record. Include all three parts in the scope and price.

An illustrative two-hour session

Use the first 15 minutes to confirm the decision and boundaries. Spend 30 minutes tracing an ordinary case and an exception. Use the next 30 minutes to examine handoffs, human judgment and missing evidence.

After a 10-minute break, use 20 minutes to compare possible responses and the evidence each requires. Reserve the final 15 minutes for an owner, a next step and a review date. This is a sample agenda to adapt, not a universal workshop duration.

For the quotation example, include sales, engineering, production planning and the sponsor. Add an appropriate technical or governance specialist when the proposed test requires their judgment. Keep participation tied to the decisions being made.

Make the deliverables concrete

Promise a reviewed workflow picture, a prioritized set of questions and a proposed test brief. Define what “reviewed” means, for example participant comments incorporated or recorded as unresolved, followed by sponsor acceptance.

The test brief should identify its owner, intended outcome, quality constraints, evidence plan and dependencies. Software implementation, integration, formal assurance and ongoing facilitation belong in separate scopes unless explicitly included.

Let a useful workshop stand on its own

The findings may support a process change, targeted practice, a technical investigation or a pilot. That flexibility protects the value of your advice. A workshop has succeeded when the client can make a better decision, including deciding not to proceed.

Gobekli can support offer design, agreed materials, preparation and delivery within a defined contribution. Bring your own framework where it fits. If the work exposes a need for continuing organizational context, we can separately scope what TalentSync could support.

Before you send the proposal

Check that the fee covers preparation, delivery, output production and the agreed revision allowance. Name the client’s responsibilities and acceptance process. Confirm who is contracting, invoicing and delivering each part.

The most useful first scope is small enough to deliver well and complete enough to leave the client with an actionable result. More participants, more workflows or a new output should trigger a scope conversation.

Try this with one client situation.

Copy these prompts into your working notes. Keep observations, assumptions and open questions separate.

  1. Client decision and sponsor:
  2. Workflow included and excluded:
  3. Required participants and preparation:
  4. Session agenda and facilitator:
  5. Outputs and acceptance criteria:
  6. Fee, payment milestones and revision allowance:
  7. Next-step owner and review date:
Next: Map the Human Workflow Before You Automate It

Bring one client challenge.

Tell us the work you know, the method you use and the decision your client needs to make. Let’s explore a useful first engagement.

Compare notes with GobekliExplore AI consultant partnerships

Implementation capabilities and support are agreed for each engagement. Review product availability.