SaaS Analytics Dashboard

Real-time analytics platform serving 50K+ daily active users.

The Problem

EduFlow's legacy reporting system was running nightly batch jobs. Teachers and admins needed real-time data on student engagement to intervene early.

Our Solution

Rebuilt the entire analytics stack with streaming data ingestion, a React dashboard with real-time WebSocket updates, and AI-powered anomaly detection.

The Result

50K+ DAU on launch day. Query times improved from 45 seconds to under 200ms. Early-intervention rate increased 60%, improving student outcomes.

Tech stack

ReactPythonPostgreSQLRedisWebSockets

Let's build together

Have an idea? Let's build it.

Tell us what you're working on. First call is free and we'll come back with a plan within 48 hours.