Most data generated today is unstructured—like images, videos, audio, and sensor logs—which holds the rich context AI systems need but doesn’t fit into traditional tables. As scalable AI models called AI factories rise, data platforms like Dataloop become essential by managing and securing data across environments and transforming unstructured data into AI-ready assets throughout the entire AI data lifecycle.