Big Data & Real-Time Analytics
The Real Cost of Real-Time: When Streaming Analytics Is Worth It
Real-time infrastructure is a genuine cost. Here’s how to tell whether a use case actually justifies it.
July 16, 2026 · 2 min read
Insights
Notes on data engineering, cloud architecture, and AI enablement — what we've learned building data platforms.
Subscribe via RSSData Lakes & Data WarehousesCloud Data Architecture
Data Lake or Data Warehouse? Why the Question Is Usually Wrong
Lakes and warehouses solve different problems. Most platforms need both, not a choice between them.
May 4, 2026 · 2 min read
AI EnablementData Engineering
Why Your Data Platform Isn’t AI-Ready (and How to Fix That)
Most AI initiatives stall on the data underneath them, not the model. Here’s what AI-ready data actually requires.
March 10, 2026 · 2 min read