Two converging crises—uncontrolled operational expenditure and significant environmental hazards—have been aggravated by the exponential scaling of cloud infrastructure. This has led to a greater focus on the efficiency of Financial Operations (FinOps). Current monitoring methods exhibit a major flaw: passive dashboards require constant human monitoring and lead to alert fatigue, whereas deep learning models require substantial Graphics Processing Unit (GPU) resources and operate as opaque “blac