A five-stage delivery methodology that ensures every AI initiative has a production path. The five stages are Discover (identify the real problem and write the success criteria), Build (architecture that survives real users, with security and evaluation designed in), Ship (production with kill switches and graduation criteria on a 90-day clock), Govern (EU AI Act classification, audit trail, and monitoring under real regulation), and Run (capability transfer, independence, and measurable ROI). For SMEs, the same five stages run on compressed, budget-conscious timelines.
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