Allocation creates a conversation
Teams cannot act on a shared bill. Costs should connect to products, environments, tenants, and meaningful usage drivers.
Unit economics reveal design
Cost per transaction, tenant, inference, or active customer shows whether growth improves or erodes the operating model.
Guardrails should preserve flow
Budgets, anomaly detection, lifecycle rules, and efficient defaults prevent waste earlier than monthly review.
Optimization has an owner
Platform teams provide visibility and efficient patterns. Product teams decide the experience and reliability trade-offs their services create.