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The AI Development Lifecycle: From PoC to Production Without Guesswork

Getting an AI model to work in a demo is relatively easy. Getting it to work reliably with real data, existing business systems, production traffic, security constraints, and a measurable budget is a different engineering problem. A prototype can look impressive while hiding problems that only appe…

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  1. 2026-10-12 08:06 · DEV Community — Machine Learning
    The AI Development Lifecycle: From PoC to Production Without Guesswork

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