Project Vantage

The existing product produced a great deal of output and very little confidence. Numbers disagreed between screens, queries took long enough that people exported instead, and the roadmap had become a queue of one-off charts requested by the loudest customers.

Rebuilding the interface alone would have preserved the underlying problem: there was no agreed definition of the metrics the whole product depended on.

We ran a definition phase that produced a semantic layer, a documented set of core metrics, and the three workflows that had to feel effortless on day one. Everything outside those three was explicitly scheduled for later.

That boundary is the reason the build stayed calm. Late requests became visible decisions rather than silent additions.

Latency reads as complexity in dense tools, so performance was scoped as product work: pre-aggregation, honest loading states, and filtering that responds instantly rather than eventually.

The visual language stays quiet and typographic, letting the data carry the emphasis. Density is tuned per screen based on how often it is used rather than applied uniformly.