Analytics dashboard
A real-time reporting product taken from a blank repo to a launched, multi-tenant dashboard in ten weeks.
The brief. A B2B SaaS team needed customers to see their own usage data in real time instead of waiting on a weekly emailed export — without building a data platform from scratch.
The approach. We scoped the first version tight: a handful of core metrics, one dashboard, role-based access, and an ingestion pipeline that could scale past the initial customer base. We shipped a thin end-to-end slice in the first two weeks, then widened it sprint by sprint with a live demo every Friday.
What it included. Event ingestion and aggregation, a query layer built for sub-second dashboard loads, role-based multi-tenant access, and CSV export for customers who still wanted the old workflow during rollout.