An AI adoption framework defines how an enterprise sequences AI investments, governs them, and measures their value. AI-Koutsi delivers a working framework — not a slideware model — with prioritized use cases, mapped data products, risk classifications, and a 12–24 month execution roadmap.
Most enterprise AI fails because pilots are managed individually instead of as a portfolio. The framework treats every use case as a portfolio asset with an ROI profile, complexity score, data dependencies, and risk tier.
Every use case is automatically mapped to EU AI Act risk tiers and to the controls, monitoring rules, and decision rights that should govern it. Governance becomes a property of the portfolio rather than a separate workstream.