An AI-ready data model is data that has been systematically prepared, structured, and governed so that AI and machine learning systems can use it accurately and efficiently. It is clean, complete, and contextualized, with clear metadata, allowing AI systems to easily find, process, and learn from it to make reliable predictions and decisions.

Why it matters: AI-ready data models ensure AI systems can operate effectively, reduce errors, and deliver scalable, reliable outcomes.