Most mobile analytics systems fail at scale. Learn how to design event tracking as a system with proper schema, naming, versioning, and governance.

Mobile app dashboards are full of data, but teams still struggle to make clear product decisions. This article explains why dashboards prioritize visibility over clarity, how metrics can mislead, and what teams need to turn analytics into real action.

Mobile app analytics is full of data, but most metrics fail to explain real user behavior. This article breaks down why activity-based metrics fall short, how to define core actions, and how teams can build a value-driven analytics system that leads to better product decisions.

Most mobile analytics dashboards are filled with activity metrics like installs, sessions, and retention, but these rarely explain why users stay or leave. This article breaks down the gap between what teams think they measure and what actually reflects user value, and shows how to build a value-driven analytics system focused on activation, Time to Value, and real user outcomes.