In this video, learn about Annex A.7 Data for AI Systems of ISO 42001 alongside Sawyer Miller, risk3sixty's Audit and Implementations Director.
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Objective: To ensure that the organization understands the role and impacts of data in AI systems in the application and development, provision or use of AI systems throughout their lifecycles
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.
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.
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.
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.
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
0:00 Intro
0:21 Annex 7 Data for AI Systems
0:46 A.7.2 Data for development and enhancement of AI system
1:13 A.7.3 Acquisition of data
1:45 A.7.4 Quality of data for AI systems
2:30 A.7.5 Data provenance
3:18 A.7.6 Data preparation
4:01 Outro