Simor Consulting

Category: Streaming

Event-Driven Architectures for Real-Time Analytics
Event-Driven Architectures for Real-Time Analytics
19 Sep, 2025 | 02 Mins read

A food delivery platform's real-time dashboard froze during Friday dinner rush. Restaurants could not see incoming orders. Dispatchers could not assign drivers. Customer service was blind to delivery

Feature Store 2.0: Real-Time & Batch Unification
Feature Store 2.0: Real-Time & Batch Unification
23 May, 2025 | 07 Mins read

A fraud detection model showed 94% accuracy in development. In production Friday evening, it flagged legitimate rides as fraudulent while missing obvious fraud patterns. Investigation revealed the cau