A demo analytics product: ingest events, aggregate them, and visualize trends in a dashboard.
Teams had no single place to watch product metrics; numbers lived in scattered spreadsheets and ad-hoc queries.
A typed ingestion pipeline feeding materialized views, with a dashboard that queries aggregates instead of raw events.
Near real-time metrics with sub-second dashboard loads and a schema that is easy to extend with new events.