Playbook: Cost Optimization & Cloud Management for AI

A practical playbook of measurements, budgets, policies, and operational patterns to measure and reduce cloud and inference costs while preserving SLAs and model quality.

Playbook

Cost Optimization & Cloud Management Playbook for AI

A practical playbook to measure, attribute, budget, and reduce cloud and inference costs while preserving SLAs and user experience. Includes metrics, cost-attribution patterns, inference batching and caching guidance, autoscaling best practices, spot-instance strategies, budgets and alert templates, a rapid 30-day action plan, and governance controls.

Playbook
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