Custom SaaS Analytics Dashboard
We built a performant analytics platform that aggregates metrics across 12 source systems in real-time.
[Representative Project Example — Real case studies coming soon]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 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
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.