Using the Business Improvement Exception for Testing and Bias Assessment
Is this legally binding?
Guidance. Voluntary guidance. Best practice, not obligation, until a contract or a regulator cites it.
GUIDANCE interpreting binding law: personal data may be used under the exception to test AI Systems (e.g. live-environment accuracy, de-biasing effectiveness) and for bias assessments such as checking representation of protected characteristics in training datasets.
From the source
“The Business Improvement Exception could apply to the use of personal data for bias assessments.”
paras 5.5-5.10
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.
Part of1
- ObligationCollection, Use and Disclosure Without Consent (s 17; Schedules)Binding
Guideline interprets binding PDPA provision; guideline itself is not legally binding
Cited by1
- SectionPart III, Using Personal Data in AI System Development, Testing and MonitoringGuidance
Structural decomposition of the source instrument
Learn this properly
This page tells you what this instrument 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.
See the AI Governance programVerified 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.
Readers of this also ask
GAGE briefings tell you which AI regulation deadlines are coming, what they actually require of you, and when a program opens.