Build AI POCs that ship. Use remocal workflows, start small, design for production, track costs, and involve users to move from demo to dependable deployment.

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A practical guide for building AI proof-of-concepts that successfully transition to production systems. Introduces the concept of 'remocal workflows' (combining remote and local development) and outlines nine essential rules including starting small, designing for production from day zero, optimizing for repeatability, implementing feedback loops, solving real business problems, tracking costs early, establishing clear ownership, controlling expenses, and involving actual users throughout development.

9 Rules for AI PoC Success That Actually Ship