Dense operational data — presented calmly.
A product design and front-end system for a SaaS analytics dashboard. The interface turns complex operational data into clear, glanceable decisions — with a design system built to scale.
Give operators a single, calm surface to monitor performance and act on it without cognitive overload.
The legacy dashboard piled charts on top of tables on top of filters. Users couldn't tell what was important, what needed action, and what was just background noise.
Shadowed operators to see how they scan, filter and act during the day.
Categorized every existing metric by 'must know', 'good to know' and 'archive'.
Studied top-tier product dashboards (Linear, Stripe, Vercel) for information density.
Restructured the layout around a primary insight strip and secondary detail surfaces.
Designed a component set: KPI cards, time-series charts, tables, filters, empty states.
Built a tokenized design system so every screen inherits from one source of truth.
Grayscale wireframes established the reading order — headline metrics first, then trends, then tables — before any styling was applied.
A composed dashboard where hierarchy does the work: strong numbers, quiet chrome, decisive charts, and dense tables that respect the reader. The system scales to new modules without visual drift.
Primary KPIs surfaced above the fold with trend deltas.
One chart kit — line, area, bar, sparkline.
Consistent filter chips, keyboard-friendly, URL-synced.
Colors, spacing, radii, motion — one source of truth.
Fit real operator data without shouting.
Design the 5% of moments that make a product feel professional.
A dashboard that operators can scan in seconds and drill into with confidence.
A design system ready to power new modules without a redesign.
Accessible color, contrast and keyboard patterns as standard.