A three-engagement delivery model that ensures every AI initiative has a production path. A Product Decision Review (identify the real problem and decide what deserves to reach production), a Product Leadership Program (architecture that survives real users, with security, evaluation and safety designed in — through discovery, productization and launch, with kill switches and graduation criteria), and a Product Operating Partner (governance under real regulation, capability transfer, and measurable ROI at scale). For SMEs, the same path runs on compressed, budget-conscious timelines.
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