Confidential (mock) · 2023

Confidential fintech analytics

Mock case study. Details and metrics are placeholders and should be replaced with real client-approved language before launch.

Context

The dashboard had grown over time: new charts were added for each request, and the page became both slow and hard to scan. People exported data just to answer routine questions.

What we did

• Defined the top decisions the dashboard should support (not the full universe of metrics).
• Reduced chart count and consolidated repeated views.
• Introduced progressive disclosure: summary first, detail on demand.
• Performance pass: caching strategy, query consolidation, and lighter client rendering.

Outcomes (placeholders)

• Time-to-answer improved by 30–50% for common questions.
• Load time improved by 2–4× on typical sessions.
• The team gained a set of patterns for future dashboards.

Implementation notes

• Keep the dashboard opinionated. If everything is “important,” nothing is.

Outcomes

• Reduced time-to-answer key questions (placeholder: -30% to -50%)
• Improved dashboard load time (placeholder: 2–4× faster)
• Established a reusable dashboard pattern library