Privacy-by-design for camera intelligence
Governance isn’t a bolt-on. Treat retention, access, and audit as first-class product requirements.
Teams want operational signals without creating new privacy risk. A strong privacy posture is built from practical controls: purpose limitation, data minimization, clear access boundaries, and audit-ready logs.
Core controls to ship on day one
Retention policy
Keep evidence only as long as it serves a defined operational need. Use default short retention windows, with exceptions that require explicit approval.
Role-based access
Separate operational users (review and close incidents) from administrators (policy and configuration). Log every access.
Redaction patterns
Prefer privacy-preserving outputs where possible: zone-based counts, anonymized heatmaps, and selective redaction of sensitive regions.
Audit-ready by default
Your compliance story should be easy to explain: what data is collected, who can access it, what’s retained, and how it’s deleted. Make these controls visible and reportable.