David Nelson - What Is an AI Factory? An AI factory is a digital infrastructure where data, algorithms, and computing power converge to create, train, and deploy AI solutions. Unlike traditional factories that produce physical goods, AI factories manufacture intelligence—developing algorithms, refining data pipelines, and deploying machine learning models to solve real-world problems.