Choosing the Right Cloud Architecture for Your Data Platform

The data platform landscape moves fast. In this article we cut through the noise with a decision framework: where your data lives, how fresh it needs to be, and who will consume it. We compare warehouse, lakehouse and streaming-first architectures with reference patterns, cost considerations and the governance questions you should answer before you buy anything.