Case Study: How We Built Unknown in 3 Weeks

The Brief

The founder came to us with a clear problem: e-commerce brands were drowning in data but starving for insight. Existing BI tools were either too complex for non-technical founders or too simplistic to be useful.

The Constraints

3 weeks. Must work for a non-technical audience. Must integrate with Shopify on day one.

What We Shipped

A real-time dashboard with automated insight generation, anomaly detection, and a natural-language query interface built on Next.js, FastAPI, and ClickHouse.

The Outcome

Shipped in 3 weeks. $40K ARR in the first 90 days. The founder used it to raise a seed round six months later.