Audit Logging for Privacy and Revenue: What to Keep and Why
loggingprivacycompliance

Audit Logging for Privacy and Revenue: What to Keep and Why

DDr. Elena Park, LMT
2026-01-14
3 min read
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Audit logs are a backbone for both compliance and troubleshooting. This guide explains what to log in ad delivery systems and how to retain it safely in 2026.

Hook: Logs are your evidence — collect wisely

Keeping the right logs protects you legally and helps you root-cause revenue regressions. In 2026, logs must be privacy-aware and actionable.

What to log

  • Consent state and timestamp at request time.
  • Creative fetch paths and cache hit/miss traces.
  • Model decisions and lightweight explainability traces.
  • Deployment and canary decisions tied to revenue signals.

Storage and retention

Retain pseudonymised logs with retention aligned to legal requirements and business needs. Use tiered storage for cost efficiency.

References and tools

Action checklist

  1. Define log schema and retention policy.
  2. Ensure pseudonymisation and access controls.
  3. Automate retention enforcement and auditing.

Final thought

Careful audit logging is a defensive asset — it protects your users and your revenue in 2026.

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Related Topics

#logging#privacy#compliance
D

Dr. Elena Park, LMT

Clinical Educator

Senior editor and content strategist. Writing about technology, design, and the future of digital media. Follow along for deep dives into the industry's moving parts.

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