Ensure data sets are complete, are accurate, and are relevant.

CONTROL ID
14999

CONTROL TYPE
Data and Information Management

CLASSIFICATION
Detective

This Control directly supports the implied Control(s):

Establish, implement, and maintain an information management program., CC ID: 14315

There are no implementation support Controls.

Training, validation and testing data sets shall be relevant, representative, free of errors and complete. They shall have the appropriate statistical properties, including, where applicable, as regards the persons or groups of persons on which the high-risk AI system is intended to be used. These c… (Article 10 3., Proposal for a Regulation of The European Parliament and of The Council Laying Down Harmonized Rules On Artificial Intelligence (Artificial Intelligence Act) and Ameding Certain Union Legislative Acts)
As consumers of data, additional quality and completeness constraints on data and information can be imposed by AI systems. (§ 5.4.1 Table 3 Column 2 Row 8 Bullet 2, ISO/IEC 23894:2023, Information technology â Artificial intelligence â Guidance on risk management)