
AI Analytics Dashboard
Client Problem
A B2B SaaS needed a high-performance analytics platform to handle real-time data at scale and surface AI-powered insights without building custom models.
Solution
Built a Next.js dashboard with optimized data pipelines, D3.js visualizations, and AI data insights via OpenAI APIs. Implemented real-time WebSocket updates, server-side aggregation, and Redis caching.
Architecture
Next.js App Router, API routes for aggregation, Redis for caching, PostgreSQL for historical data, OpenAI API for AI insights, Vercel for deployment.
Technologies
Features
- Real-time data streaming
- AI-powered report summaries
- Interactive charts
- Role-based access
- Data export
Result
Sub-second query response times, 40% improvement in analyst productivity, and AI-generated insights for executive summaries.

