Category: Data Management
Working with Legal and Security without panic
Legal and Security are teammates, not the enemy. Use a PII sensitivity ladder, least privilege for analyst work, and a calm intake card for vendor requests so stewardship…
- 8 min read
Synthetic data: when fake data is the ethical choice
Use synthetic or mock data for demos and training when real production copies would expose people. Keep purpose, proportionality, and honesty on the label. Real data still needs…
Retention, deletion, and we might need it someday
Treat retention as a keep, archive, or delete decision with owners and dates. Prefer delete, anonymize, or aggregate over forever. Legal holds are a different job from “we…
Handling a data incident
A wrong dashboard number is a data incident, not a spreadsheet oops. Learn the first 24 hours: contain, triage severity, run a check board, log facts, and communicate…
Access, least privilege, and just give me prod
Match access to the question: sample, masked, or production read with an owner and an end date. Least privilege survives deadlines better than forever prod grants.
