Case Studies

Real results from real projects

B2B SaaS

Scaling a SaaS Analytics Platform: 10x Data Volume Growth

A B2B SaaS company needed to handle 10x data volume growth while maintaining sub-second query performance. We architected a cloud-native data platform that reduced query latency by 70%.

Challenge

A fast-growing B2B SaaS company was processing analytics data for thousands of customers. Their platform was built on a traditional PostgreSQL databas...

Solution

We designed and implemented a modern data platform architecture: **1. Event-Driven Data Pipeline** - Migrated from direct database writes to an event...

Key Results

Query Latency
Reduced by 70% (from 8s to 2.4s average)
Data Processing Capacity
10x increase (can now handle 100M events/day)
Infrastructure Costs
Reduced by 40% despite 10x growth
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FinTech

FinTech Data Modernization: Legacy to Cloud-Native Pipeline

A fintech company modernized their legacy data infrastructure to enable real-time risk analytics and improve processing speed by 5x.

Challenge

A fintech company providing payment processing and risk management services was running on a legacy data infrastructure: - Mainframe-based transactio...

Solution

We designed and implemented a complete data modernization: **1. Real-Time Event Streaming** - Migrated from batch processing to real-time event strea...

Key Results

Processing Speed
5x improvement (real-time vs 24-hour batch)
Risk Decision Latency
Reduced from 24 hours to <100ms
Fraud Detection Rate
Improved by 35% with real-time ML models
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E-commerce

E-commerce Personalization Engine: Event-Driven Architecture

An e-commerce platform built an event-driven personalization engine that increased conversion rates by 18% through real-time recommendations.

Challenge

A large e-commerce platform was struggling with personalization: - Static product recommendations (same for all users) - No real-time personalization...

Solution

We built an event-driven personalization engine: **1. Event Collection** - All user interactions (views, clicks, purchases) captured as events - Even...

Key Results

Conversion Rate
Increased by 18%
Average Order Value
Increased by 12%
Time to Personalization
Reduced from 24 hours to <100ms
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