Atlas Analytics SaaS Platform
Real-time stream processing and high-performance KPI dashboards
Devtacet Role
Full-Stack Technical Architecture, Database Optimization & Frontend Engineering
Related Service
Data Analytics SystemsProject Overview
Atlas is an enterprise analytics platform engineered to ingest streaming event telemetry and render interactive business intelligence dashboards with sub-millisecond query latencies.
The Problem
The client was relying on legacy relational database aggregations that choked under high telemetry volume, leading to 10+ second dashboard load times and periodic database deadlocks.
The Objective
Architect a scalable real-time stream ingestion pipeline and modern Next.js visualization frontend capable of handling millions of daily events without query degradation.
The Devtacet Solution
Devtacet re-architected the aggregation pipeline using MongoDB indexed aggregation streams and Redis caching layers. The frontend was rebuilt with Next.js (App Router), React 19, and Tailwind CSS to stream metric widgets progressively.
Key Features Delivered
- Real-Time Telemetry Streaming: Instant widget updates as events occur.
- Custom KPI Builder: Drag-and-drop metrics composition with live preview.
- Automated Executive Exports: Scheduled PDF and CSV report distribution.
- Role-Based Granular Access: Tenant-level permission isolation.
Technical Architecture
Events are ingested via rate-limited API endpoints into pre-aggregated time-bucket collections. Next.js server components render the cached state, and client widgets maintain real-time updates via streaming sockets.
Documented Results
Dashboard initial render time dropped from over 10 seconds to under 450ms, while database query load reduced by 68% through materialized index caching.
Ready to engineer your digital product?
Reach out to Devtacet in Lucknow. We’ll review your technical objectives and design an enterprise-grade architecture.