Key Takeaways What it is: Anomaly detection compares actual cloud spend with what your history says it should be and flags increases big enough to need an owner. Where to start: Set baselines for each team or workload, because an alert without an owner becomes a ticket nobody picks up. Where native tools stop: AWS, Azure and Google Cloud each watch only their own bill, and most standard alerts arrive hours to a day or more after usage.