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Data Minimization

What is Data Minimization?

A privacy principle requiring organizations to collect and process only the minimum amount of personal data necessary to fulfill a specific stated purpose.

Privacy and Data Protection

Each of these is named in at least one of the same controls as data minimization. The number is how many controls name both.

What the standards actually require on data minimization

Requirements naming data minimization across 6 standards, quoted from the control text.

Bahrain PDPL1 control

Data minimization requirements. Control from Bahrain PDPL framework, domain: Bahrain PDPL: Data Collection & Consent.

BH-PDPL-05 · Data minimization requirements

Collection of personal data must be adequate, relevant and limited to what is reasonably necessary for the specified purposes.

COPA-1308-MINIMIZATION · Duty of Data Minimization

Controllers must limit collection to what is adequate, relevant and reasonably necessary for the disclosed purposes.

CTDPA-42-520-PURPLIMIT · Purpose Limitation and Data Minimization

Minimizing PII processing to what is adequate, relevant, and not excessive for the specified purposes

29100-6.4 · Data minimization

STRONGEST US STATE DATA MINIMIZATION STANDARD: Section 14-4607 limits controller collection of personal data to what is REASONABLY NECESSARY AND PROPORTIONATE to provide or maintain the specific product or service requested by the consumer (unique dual reasona...

MD-MODPA-Sensitive-Data-Health-Biometric-Section-14-4607-Reasonably-Necessary-Proportionate-Data-Minimization · Maryland MODPA Data Minimization + Sensitive + Health + Biometric + Section 14-4607 + Reasonably Necessary + Proportionate

Questions people ask about data minimization

What is Data Minimization?
A privacy principle requiring organizations to collect and process only the minimum amount of personal data necessary to fulfill a specific stated purpose.
Why is Data Minimization important for compliance?
Data Minimization is a key concept in Privacy and Data Protection. Understanding data minimization helps organizations meet regulatory requirements, reduce risk, and demonstrate due diligence during audits. Our compliance platform maps 686 frameworks with 311K cross-framework control mappings.
Which compliance frameworks address Data Minimization?
Data Minimization appears in the requirement text of ITU-T X.805 - Security Architecture for End-to-End Communications, Bahrain PDPL, Colorado Privacy Act, Connecticut Data Privacy Act (CTDPA), ISO/IEC 29100:2024. Across these standards we have identified 7 controls that name it directly, each linked to the control text on the compliance platform.
Where can I learn more about Data Minimization?
Explore our compliance framework pages to see how data minimization applies across different standards and regulations. Our implementation guides provide step-by-step guidance, and the compliance platform offers AI-powered analysis of how this concept maps across 686 frameworks.

See how Data Minimization applies across compliance frameworks

Our platform maps 686 frameworks with 311K cross-framework control mappings. Explore how this concept is addressed across standards.

Written and maintained by Gerard Blokdyk, The Art of Service.