This presentation will discuss benefits and applications of “smart data” and intelligent data understanding for operationalizing AI. Techniques that enable and benefit from smart data are data discovery, machine learning, knowledge graphs, semantic linked data, knowledge discovery, and knowledge management. Intelligent data understanding thus meets the needs for AI operations, which must devour streams of data – not just any data, but smart data – the right data at the right time in the right context.