Custom SaaS Analytics Dashboard
We built a performant analytics platform that aggregates metrics across 12 source systems in real-time.
Executive Dossier
01 / Challenge
The client was struggling with performance bottlenecks. Their report generation system was taking upwards of 4 hours to aggregate customer metrics, leading to critical delays and user churn.
02 / Strategic Approach
We redesigned the dashboard with an event-driven architecture, implementing a redis caching layer and rewriting queries to run parallel executions on subset databases.
03 / Design System & UX
We established a visual hierarchy based on visual density rules. Heavy metrics use negative space instead of nested card borders, allowing the UI to breathe.
04 / Technical Implementation
Built using Next.js, PostgreSQL, Prisma, and Redis. Front-end animations are optimized for hardware acceleration by animating only transforms and opacity.
05 / Business Outcomes
Reduced metric aggregation times from 4 hours to just 12 seconds. Re-engaged users and completely halted platform churn.
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