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How should I handle personal data in dashboards and pipelines?

Collect only the personal data you need, restrict access by role, store it in an account you control, and mask or remove identifiers where reports do not require them. Follow the laws that apply to you, such as POPIA in South Africa or GDPR in Europe.

Practical measures:

If you use AI tools for coding help, do not paste personal or client-identifiable data into them. This is general guidance and not legal advice, so consult a qualified adviser for your situation.

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Published by Zansa · Last updated 2026-11-06 · Category: Integration and BI tools