Analytics Tools for Privacy-Focused Teams

Teams prioritizing data privacy and compliance need analytics platforms that support data sovereignty, self-hosting, and regulatory requirements.

Use-Case Scope

This page focuses on product analytics tools for teams with strict privacy requirements, compliance mandates, or data localization needs.

Selection Criteria

  • Self-hosting and data sovereignty options
  • GDPR and CCPA compliance features
  • Data retention and deletion controls
  • Privacy-by-design architecture
  • Cookie consent management
  • Data processing agreements
  • Regional data residency options

Shortlist Snapshot

ToolStarting PriceSelf-HostingPrivacy FeaturesNotes
PostHogUSD 0/monthYesFull data controlOpen-source, self-hostable
AmplitudeUSD 0/monthNoGDPR/CCPA compliantEnterprise data residency
MixpanelUSD 24/monthNoPrivacy controlsEU data hosting available

Implementation Notes

  • Evaluate self-hosting requirements and technical resources
  • Review data processing agreements (DPAs) carefully
  • Configure data retention policies according to compliance needs
  • Implement cookie consent management
  • Set up data deletion workflows
  • Verify regional data residency options
  • Document privacy measures for compliance audits

Use-Case Fit

PostHog

PostHog offers complete data control through self-hosting, making it ideal for teams requiring data sovereignty and open-source transparency.

Amplitude

Amplitude provides enterprise-grade privacy features with GDPR/CCPA compliance and EU data residency options for regulated industries.

Mixpanel

Mixpanel offers privacy controls and EU hosting options, suitable for teams needing cloud-hosted solutions with compliance features.