Designing a modular analytics dashboard from the ground up
A placeholder case study exploring how a cross-functional team shipped a flexible reporting experience for everyday users.
This is sample portfolio content used to demonstrate layout, typography, and case study structure. Replace it with your own project story when ready.
The brief was straightforward: help people understand their activity data without overwhelming them. The existing experience surfaced too many charts at once, and new users struggled to find anything useful on day one.
The Problem
Early interviews showed that most visitors only needed three or four metrics, but the interface treated every data point as equally important. The result was a busy screen with low confidence and weak repeat usage.
Approach
The team broke the work into three focused phases:
- Mapped the most common user goals through lightweight research sessions
- Grouped related metrics into modular cards that could be rearranged
- Introduced a guided first-run state to reduce initial friction
- Partnered with engineering to ship an iterative release every two weeks
Impact
After launch, the simplified dashboard outperformed the previous version in early tests. Sample metrics shown here — 2x CTR and 15% conversion — are placeholders only and should be replaced with your real outcomes.
What I Learned
Clarity often comes from editing. The most effective design decision was not adding another chart, but removing the ones that did not support the primary task.