Pulse Metrics' customers were exporting raw data and building reports by hand. We designed a real-time analytics dashboard with role-based views tailored to admins, analysts and read-only clients.
Query performance was a core constraint — we rebuilt the aggregation layer so dashboards that once took minutes to load now render instantly.