Azure Cost Estimation: Price AI Workloads Confidently
Azure Foundry offers 11,000+ models with a cost framework for multi-agent AI workloads
“Context windows range from a few thousand tokens up to a million or more, and that window is a cost lever, not just a capability.”
Microsoft's Azure Essentials series extends its three-layer cloud cost framework (architecture, configuration, usage) to AI workloads, identifying models, knowledge layers, and agent orchestration as new cost variables. The session uses a multi-agent workflow scenario to illustrate how Azure Foundry's five billing components interact. While practically useful for Azure practitioners, this is operational pricing guidance rather than a major industry signal.