AI Enablement playbook/Module 4 · Data protection & POPIA

Day 40 / 100 · Data protection & POPIA · Privacy by design

Design it in. Don't patch it on.

Privacy is cheapest when it's a design decision and most expensive when it's a post-breach fix.

Design principles

Build With These

  • Collect the minimum the task needs
  • Private by default
  • De-identify as early as possible
  • Limit who and what can access it
  • Build deletion in from day one

Before you build

Checkpoints

  • Impact assessment for personal info
  • Information Officer consulted
  • Vendor agreement in place
  • Logging switched on
  • Retention period decided

Private by default. Always.