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Dec 15, 2025 · Product Management
How an AI Product Director Turns an Idea into a Market‑Ready AI Product
The article walks through a six‑step framework—defining the product, setting value‑based metrics, acquiring and labeling data, choosing and evaluating models, building an MVP, and creating a growth loop—to guide AI product managers from concept to launch while emphasizing practical trade‑offs and real‑world examples.
AI productMVPModel Selection
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