FinOps practitioners and platform engineers responding to unexpected AWS, GCP, or Azure billing spikes need to rapidly identify the root cause — whether it is an autoscaling runaway, data transfer cost surge, abandoned resource proliferation, or a pricing tier change — and produce a structured cost recovery plan within hours, not days.