ISO/IEC 42001:2023 Data for AI systems

Govern how data for AI systems is acquired, checked for quality, traced, and prepared.

A.7.2 Data for development and enhancement of AI system

"The organization shall define, document and implement data management processes related to the development of AI systems."[1]
A.7.3 Acquisition of data

"The organization shall determine and document details about the acquisition and selection of the data used in AI systems."[1]
A.7.4 Quality of data for AI systems

"The organization shall define and document requirements for data quality and ensure that data used to develop and operate the AI system meet those requirements."[1]
A.7.5 Data provenance

"The organization shall define and document a process for recording the provenance of data used in its AI systems over the life cycles of the data and the AI system."[1]
A.7.6 Data preparation

"The organization shall define and document its criteria for selecting data preparations and the data preparation methods to be used."[1]

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