An AI roadmap framework turns a portfolio of candidate use cases into a defensible 12–24 month plan: which use cases to fund first, what data products they require, which controls govern them, and what each wave is expected to return. AI-Koutsi generates this roadmap directly from your readiness assessment — no consulting engagement, no slideware.
Every candidate use case is scored on business value, implementation complexity and risk. The roadmap framework then sequences waves so that data, governance and talent investments unlock dependent use cases in the right order — instead of stacking pilots that all need the same missing data product.
Each prioritized use case carries its EU AI Act risk tier, required controls, and the data products it depends on. When a data product status changes from Bronze to Silver, every dependent wave in the roadmap is re-evaluated automatically.
One: score readiness across nine dimensions to establish the baseline. Two: score every candidate use case on business value, implementation complexity and risk tier. Three: map each use case to the data products and controls it depends on, and mark which of those do not exist yet. Four: group use cases into waves so that each wave delivers value and builds the foundation the next wave consumes. Five: define the gate for every wave — the measurable condition that must hold before the next wave is funded.
Wave one (0–6 months) proves value with use cases that need only existing data and carry limited risk, while the blocking data products and governance baseline are built in parallel. Wave two (6–12 months) delivers the use cases those foundations unlocked, typically the first high-risk classified systems with documented controls and human oversight. Wave three (12–24 months) moves from assistive copilots to governed agents that execute steps of a process end to end.
Each wave is funded against a gate rather than a date: the data product reaches its required quality tier, the control set is documented and monitored, the use case hits its agreed value metric in production. A wave that fails its gate is re-planned instead of silently sliding, which is what keeps the roadmap honest as a governance instrument.
The roadmap is regenerated whenever the maturity score, portfolio or governance baseline changes. Executives always see the current version — not a six-month-old PowerPoint.