Stellaredge Brokers – AI-Powered Data Pipeline for Enterprise-Scale Processing
10M+
Rows Processed Daily
99.9%
Data Accuracy
70%
Faster Processing
10x
Traffic Surge Handling
Overview
Stellaredge Brokers deals with massive datasets every single day (millions of rows coming in from multiple sources). But the existing data pipelines couldn't keep up. Processing took hours, reporting was error-prone, and decision-making suffered. To fix this, we built an intelligent, scalable data transformation platform that processes 10M+ rows daily with 99.9% accuracy, while generating clean business reports in minutes.
The Problem
The company wasn't struggling with a lack of data. It was struggling with too much data, processed too slowly:
Manual transformations were causing bottlenecks.
10k+ daily rows overloaded the ETL system.
Data formats and sources required complex reconciliation.
Reports took hours to generate, delaying business insights.
No real-time visibility into pipeline status.
Scaling meant total architectural redesign instead of simple expansion.
The team needed automation, accuracy, and scalability, all at once.
The Solution
We built a Distributed Data Transformation Platform designed for speed, reliability, and scale. The platform has three core components:
**BullMQ Job Queue**: Orchestrates millions of transformation jobs with auto-retry, prioritization, and horizontal scaling.
**NestJS Backend**: Handles intelligent validation, cleansing, deduplication, enrichment, and transformation, all with high concurrency.
**ReactJS Dashboard**: Displays live pipeline performance and generates reports across multiple formats instantly.
Highlights: 10k+ rows processed per minute, automatic error handling and retry workflow, CSV, Excel, JSON, and PDF report generation, real-time pipeline performance monitoring, optimized database queries for fast reads and writes.
Results
The impact was significant across the business.
Processing throughput: **10M+ rows processed daily** without slowdown
Data reliability: **99.9% accuracy** with intelligent validation
Speed: **70% faster processing** (hours reduced to minutes)
Visibility: **Live dashboard monitoring** of every transformation stage
Scalability: Easily handles **10× traffic surges** with zero code edits
Reporting: **Multi-format reports generated within seconds**
The data team now focuses on strategy, not firefighting pipeline issues.
Why It Matters
Most enterprise data systems collapse under scale, especially when sources, formats, and transformations get complicated. Stellaredge Brokers proves that: data pipelines can expand infinitely without breaking, accuracy doesn't have to drop when volume increases, insights shouldn't be delayed by slow systems. The platform doesn't just move data. It validates, cleans, enriches, reconciles, and converts it into usable business intelligence on demand.
What's Next
Upcoming upgrades include: AI-based anomaly detection to flag unusual data patterns instantly, predictive data quality scoring for proactive corrections, automated lineage tracking for compliance and audit logs.
Quote
We went from data bottleneck to data powerhouse. Our system handles 10× the volume we expected without breaking a sweat. The real-time dashboard lets us see exactly what's happening.
CTO
Stellaredge Brokers