AI Strategy & Enablement

We evaluate the AI already in use, capture and generate opportunities with the people doing the work, assess each on value and readiness, and build the roadmap. Then we enable the capability to deliver it, and build what the roadmap calls for.

Start with what is already happening

Before anything is ranked, find out what is in use, who is using it, what it is touching, and what it is costing. This is usually the most surprising document produced during the engagement, and it changes what the strategy has to address.

Evaluation before enthusiasm

Every idea gets tested on the same ground: what it is worth, what it would take, what AI capability it actually needs, and whether the data and the process underneath it are ready. A strong idea sitting on data nobody has cleaned is a later item, and saying so early is cheaper than proving it in a pilot.

Enablement is where it holds or fades

A roadmap does not deliver itself. The capability side is people who know how to scope this work, platform access that does not take a quarter to arrange, rules that let a good idea proceed, and a first team using something on real work. That is the difference between a strategy and a slide.

Work we have done

AI strategy and roadmap — energy services. The board and the executive were pushing, employees were asking, and some licences had already been bought before anyone had settled what they were for. We assessed more than twenty opportunities and ranked them on two axes: how hard each would be to implement, and what AI capability each actually required. The engagement was advisory — we built none of it. The client used the roadmap to decide what to pursue, how to scope it, and what their policy should say.

SharePoint audit for AI readiness — energy services and construction. The concerns were security and information risk, and there was no information architecture to implement against. We reviewed the estate, found a significant number of high-risk issues, and designed the information architecture along with the other remediation the estate needed. Our recommendation was to clean up and close the high-risk gaps before going near a rollout.

SharePoint audit for AI readiness. We reviewed a SharePoint estate against what an assistant would need from it — permissions, structure, and whether the content was current enough to answer from — before any rollout was committed to.