Align cost dimensions
Cloud resources are commonly billed by account, project, and region. Model services are measured by model, API key, and tokens. Mapping both to teams or business units provides a fuller picture.
Find spending to improve
Idle instances, oversized resources, unusual traffic, and unsuitable model choices can all increase costs. Trends, budget alerts, and recommendations belong in the same workflow.
Review continuously
Record the effect of each change and revisit it alongside business metrics to balance delivery speed, service quality, and spending.