Building Analytics Tools

Analytics tools should answer questions, not just collect data. The best analytics tools help people understand what’s happening and what to do about it.

Too many analytics tools overwhelm users with data. The real challenge is creating clarity from complexity—surfacing insights that matter, when they matter, in a way that’s actionable.

Building effective analytics means understanding the user’s context, their questions, and their constraints. It means designing for insight, not just information.