What is Data Management for AI Systems?

Data management is the discipline of collecting, organizing, cleaning, versioning, and governing the data that AI systems depend on. It's unglamorous but decisive: most AI project failures trace back to data problems, not model problems. Good data management is what separates AI demos from AI products.