AI Transformation Roadmap

The roadmap is a 12–24 month plan showing which use case goes live when, with which budget and which success measure. The aim is not to produce a long list but to justify the sequence and give management a predictable investment curve.

Work begins with a maturity assessment across data access, technical infrastructure, capability, governance and culture. A use case portfolio is then built and each item scored on two axes — potential benefit and implementation difficulty. Difficulty includes not only technical factors but the process owner's willingness and privacy sensitivity.

The result is milestones spread across four quarters, each with a budget range, an accountable role and a measurable success criterion. The high benefit–low difficulty quadrant forms the first wave; the low benefit quadrant is deferred however exciting it looks. The roadmap is reviewed quarterly and updated against what has been learned.