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Information technology — Artificial intelligence — Data life cycle framework

Last updated: 7 Jan 2025

Development Stage

Pre-draft

Draft

Published

9 Feb 2022
26 Jul 2023

Scope

This document provides an overarching data life cycle framework that is instantiable for any AI system from data ideation to decommission. This document is applicable to the data processing throughout the AI system life cycle including the acquisition, creation, development, deployment, maintenance and decommissioning. This document does not define specific services, platforms or tools. This document is applicable to all organizations, regardless of type, sizes and nature, that use data in the development and use of AI systems. ©ISO/IEC 2022. All rights reserved.

External Links

More information
BSI webpage
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Categorisation

Domain: Horizontal
Scope: AI-specific
Topic: Data collection, Data management, Data processing, Data quality, Data sharing, System lifecycle
Type: Process, management and governance

Key Information

Organisation: ISO International Organization for Standardization ; IEC International Electrotechnical Commission
Committee: ISO/IEC JTC 1/SC 42
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