For workload <service>, model 12-month capacity and cloud cost. Include CPU/GPU, storage, egress, and LLM inference. Compare reserved vs spot vs savings plans. Map to SLOs and traffic seasonality. Output a table with monthly forecast, a rightsizing plan, and a cost-to-serve KPI per user.