Impressive demos that stall the moment they meet a real production estate.
Long lists of ideas, none of them tied to a number a CFO would sign.
AI budget disappearing into tokens and compute with no line back to outcomes.
Value mapping across processes; data, platform and skills readiness scoring.
Prioritised by value, feasibility and risk — each with cost-to-serve and a FinOps model.
Cloud / hybrid / on-prem / sovereign decisions made on regulation, latency and cost — not vendor preference.
Model-risk framework, human-in-the-loop policy, AI council setup and responsible-AI guardrails aligned to your regulators.
Leadership literacy, builder upskilling and a Centre-of-Excellence stand-up — so capability stays after we leave.
Baseline your estate, score readiness, surface the highest-value candidates.
Prioritised portfolio, target architecture, governance design and costed business case.
Measure delivered value against the baseline and re-prioritise the next wave.