Product Analytics Platform Migration

Migrating product analytics platforms is disruptive if not planned carefully — event naming changes, missing events during transition, team confusion about which platform to trust, and loss of historical context are common failure modes. We manage analytics platform migrations: documenting what exists, mapping old events to new implementations, running both platforms in parallel during validation, and managing the team transition so the new platform becomes trusted quickly.