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02 · Adoption & Change

Adoption, Change & Enablement

A tool nobody uses returns nothing. Adoption is a design problem - operating model, workflow, training and measurement - not a communications exercise bolted on at the end.

An adoption curve showing usage rising after launch, then flattening well below the level the business case assumed, with the resulting shortfall marked as a gap.
The gap between projected and actual adoption is where most AI business cases quietly fail - which is why adoption is a tracked assumption, not a soft concern. (open full size)

Scope

AI operating model

Who owns AI decisions, which forum approves what, how initiatives are funded, and where accountability sits when something goes wrong.

Project

Change programme design

Stakeholder map, phased rollout plan, communications, and an honest read on where resistance will come from and why.

Project engagement

Workflow redesign

The process around the tool rebuilt so the new capability fits how people actually work, rather than being added on top.

Project

Role-based team training

Separate tracks for executives, managers, engineers and analysts - each ending with people able to do something they could not do that morning.

Per programme

AI champions & internal capability

Identifying and equipping the people inside the organisation who will carry this after we leave.

Programme

Staff AI policy & acceptable use

Practical internal guidance people will follow: what is allowed, what is not, what needs review, and who to ask.

Fixed price

Adoption measurement

Usage, time saved and quality tracked against the business case - plus a diagnosis and a plan when adoption stalls.

Fixed price or retainer

Fixed-scope entry point

The usual ways in

4–8 weeks

AI Enablement Programme

Role-based training for executives, managers, engineers and analysts, plus the champions and policy needed to make it hold after we leave.

1–2 weeks

Adoption Health Check

For AI already deployed and underused: what is actually blocking adoption, and the shortest route to changing it.

Is this the right engagement for you?

Describe the situation in a few lines. If something else fits better - or nothing does - we will say so.