Stratix Cloud: Analytics Engine with 72% Latency Reduction
Rebuilding a legacy analytics platform in Next.js 15 and optimized PostgreSQL, cutting P95 query response time by 72%.
The Challenge
Stratix Cloud Systems ran their analytics dashboard on a legacy Django/Celery monolith with un-indexed PostgreSQL tables serving 50,000+ daily active users. Dashboard load times exceeded 8 seconds at peak usage.
Solution & Engineering
We rebuilt the frontend with Next.js 15 App Router, migrated queries to optimized PostgreSQL with time-series partitioning, partial indexes, and materialized views. Redis caching layers eliminated redundant DB round-trips.
P95 Latency Reduction
72% Lower
Dashboard Load Time
8s → 1.1s
Daily Active Users
50,000+
Tech Stack
Next.js 15, PostgreSQL, Redis