Case Study 01

Enterprise Analytics

Redefining financial data visualization for 50,000+ daily users, resulting in a 40% reduction in reporting time.

Dashboard Hero

The Challenge

Financial analysts at [Company] were spending 20+ minutes generating a single quarterly report. The legacy dashboard was cluttered with over 50 data points on load, causing severe cognitive overload.

The Goal: Streamline the workflow to reduce time-to-value without removing the granular data power users relied on.

Discovery & Research

I conducted user interviews with 12 senior analysts and utilized Hotjar heatmaps to understand current behavior.

Key Insight: 80% of the screen real estate was occupied by metrics users only checked once a month.
Sketches
Initial whiteboard explorations mapping Information Architecture.

The Solution: Progressive Disclosure

We moved from a "Show Everything" model to a "Widget-Based" model. Users can now pin their top 5 critical metrics to the home view, with secondary data accessible via drill-down interactions.

High Fidelity UI

I also implemented a strict Design System update, moving to a 4pt grid and increasing contrast ratios to meet WCAG AA standards.

The Impact

40% Time Reduction
+15% DAU Increase
Zero Wk 1 Support Tickets

Retrospective

What went well: Collaborating with engineering early allowed us to use existing API endpoints, saving 2 weeks of dev time.

Growth Area: In hindsight, I would have prototyped the "Widget Customization" flow earlier. User testing revealed some friction in the setup process that we had to patch post-launch.

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