ObligationGuidance

Anonymisation Accepted as Alternative to Data Minimisation

Is this legally binding?

Guidance. Voluntary guidance. Best practice, not obligation, until a contract or a regulator cites it.

TIGHTENED/ADJUSTED IN FINAL: where the consultation draft encouraged data minimisation for GenAI development, the final Guidelines give organisations the option to anonymise datasets as much as possible as an alternative, plus physical controls in addition to technical, process and legal controls where personal data must be used.

pdpc.gov.sgDevelopment part, additional considerations (final position)Show it on the map

What this connects to

2 relations. Official relations are the ones the source documents state; anything marked GAGE analysis is our reading, not an agency's.

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InstrumentPersonal Data Protection Act 2012 (No. 26 of 2012)Binding
Guideline interprets binding PDPA provision; guideline itself is not legally binding

Cited by1

SectionDevelopment, Collecting and Using Personal Data to Develop Generative AI ModelsConsultation
Structural decomposition of the source instrument

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This page tells you what Anonymisation Accepted as Alternative to Data Minimisation is and whether it binds you. The AI Governance program teaches the whole discipline, with dedicated coverage of the Singapore governance stack and the MAS regime, and every topic is passed by explaining it back in your own words, graded against the source.

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Verified against the official source on 2026-08-17. GAGE is not affiliated with or endorsed by any agency named here, and nothing on this page is legal advice. How this is built and checked.

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