AI Infrastructure Reality Check: AWS vs Azure vs Vertex AI

If you’re building AI at scale, you’ve probably already lost a few hours down the rabbit hole of comparing cloud AI platforms. AWS, Azure, and Google Cloud all promise to handle your machine learning workloads — but they each make different trade-offs, and picking the wrong one can cost you serious time and money.