Part 1 establishes the strategic foundation for taking an AI initiative from an initial idea to a production ready architectural direction. It begins by examining why AI PoCs fail in enterprise environments and then identifies the business opportunities genuinely worth pursuing. From there, it transforms the opportunity into a measurable AI product vision, defines the intelligence strategy covering models, RAG, tools, routing, and human oversight, and ultimately translates these decisions into the AI Architectural North Star, a target architecture aligned with business objectives, enterprise architecture principles, security, data, integration, and infrastructure. The journey is deliberately structured as: AI Opportunity → Product Vision → Intelligence Strategy → Architectural North Star
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