We understand that taking part in a beta program requires sharing behavioral data that is more granular than what is typically collected during standard platform use. Transparency and control are core principles of our approach. All analytical telemetry collected from tester sessions is pseudonymized at the point of collection, cleared of personally identifiable information before it arrives at our product dashboards. We record session replays, click heatmaps, and error logs, but only in a manner that links them with a randomized tester alias rather than a real name or account email. Canadian testers receive the robust protections of federal privacy law, and we make sure our data handling practices conform to both PIPEDA and our own stringent internal policies. Participation in any specific data collection layer is opt-in and clearly described in the onboarding documentation. Testers can check exactly what types of interaction data we capture and may request a copy of their own processed analytics output. We believe this ethical clarity is crucial to preserving the trust that makes honest, unguarded feedback possible.