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01 · AI Strategy

AI Strategy & Roadmap

Most AI initiatives stall because nobody separated the use cases that pay for themselves from the ones that demo well. We start with evidence, not enthusiasm.

A two-by-two matrix plotting candidate AI use cases by business value against implementation effort, with the high-value low-effort quadrant highlighted.
Every candidate use case scored on the same two axes, so the argument is about placement rather than enthusiasm. (open full size)
A roadmap laid out across four quarters in horizontal tracks, with initiatives sequenced by dependency and decision gates marked between phases.
A roadmap is a sequence with owners and decision gates, not a list of ambitions with dates attached. (open full size)

Scope

AI readiness & maturity assessment

Scored assessment across data, technology, people and governance, with a gap plan.

Fixed price · 2–3 weeks

Use-case discovery & prioritisation

Workshop-driven backlog scored on value, effort and risk, sequenced into a roadmap.

Fixed price

AI strategy

Where AI creates margin for you, what to build versus buy, and the budget and team shape it requires.

Strategy engagement

AI roadmap

A 12–24 month sequenced plan with named owners, dependencies, decision gates and the point at which each initiative is judged.

Fixed price

Business case & ROI model

Cost to run at your volumes, quantified return, payback period, and a sensitivity analysis showing what has to hold for the case to survive.

Fixed price · 2 weeks

Build vs buy & model selection

Decision memo backed by benchmark evidence and a running-cost model.

Fixed price

EU AI Act readiness & governance

Risk classification, obligations map, documentation set and internal policy.

Fixed price

Data strategy for AI

What data is needed, how to collect, label and govern it, and the quality gates that hold.

Project

Fractional CAIO

A Chief AI Officer on retainer: architecture decisions, vendor selection, hiring input and roadmap ownership, without the executive hire.

Monthly retainer

Second-opinion review

An independent technical read on a vendor's AI quote or architecture before you sign.

Fixed price

Fixed-scope entry point

The usual ways in

2–3 weeks

AI Readiness & Opportunity Assessment

A scored view of where you actually stand across data, technology, people and governance - and the shortest path to the first result worth having.

2 weeks

AI Business Case & ROI Model

What the initiative costs to run at your volumes, what it returns, when it pays back, and what would have to be true for that to hold.

Monthly

Fractional CAIO

A Chief AI Officer on retainer. Architecture decisions, vendor selection, hiring input and roadmap ownership, without the executive hire.

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.