ISO/IEC 5259 series (Parts 1-5, 2024-2025)

Artificial intelligence — Data quality for analytics and machine learning (ML) — Part 1: Overview, terminology and examples; Part 2: Data quality measures; Part 3: Data quality management requirements and guidelines; Part 4: Data quality process framework; Part 5: Data quality governance framework

Five-part series on the quality of data used for analytics and machine learning: terminology, quality measures, management requirements, a process framework and a governance framework. Part 3 is certifiable in principle and the series underpins the AI Act dataset-quality standard prEN 18284.