In 2026, Azure Machine Learning has evolved from a sandbox for data scientists into a robust platform for operational forecasting, yet many teams still struggle to see what happens after deployment.

Vibe coding in the enterprise is a recipe for a hangover; if you use AI to generate code without first extracting the specs, you’re just automating technical debt.