
AI Proof of Concept vs MVP vs Production: What Should You Build?
Table of Contents: How do POCs, prototypes, MVPs and pilots differ? · What is the central difference between a POC and an MVP? · What should you build first? · What should an AI proof of concept validate? · What must an AI MVP prove? · When should an MVP enter a pilot? · What makes an AI system production-ready? · How do costs, timelines and infrastructure change? · What monitoring is needed after launch? · What evidence should unlock the next investment?









