An AI factory is an end-to-end system that combines data, AI models, compute infrastructure, and governance to train, deploy, and continuously improve AI at scale. As AI moves from experimentation to production, organizations need this kind of structured way to continuously develop, deploy, and optimize AI systems at scale.