Azure AI Foundry Tutorial: Build Agents in 12 Steps [2026]
Microsoft updated Azure AI Foundry in August 2026, adding structured outputs, web search, and other features to Claude models. The tutorial outlines building and deploying an agent using the updated platform, which now supports tool calling and orchestration. Azure AI Foundry integrates with Fabric’s OneLake for retrieval-augmented generation, and the update includes a new AI Model Marketplace.
How this was made
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The 30-second read
Why it matters
The new features close gaps with rival offerings and could attract more customers to Azure AI.
Market read
The update may drive incremental Azure revenue and influence cloud sector dynamics.
What to watch
Potential competition from AWS and Google AI services could limit market share gains.
Background
Microsoft regularly updates Azure AI Foundry to stay competitive in the enterprise AI market.
Ticker impact
Microsoft added structured outputs, web search, web fetch, MCP connector, and tool search to Claude models in Azure AI Foundry in August 2026.
Modest upside for MSFT as enterprise AI spend grows.
New capabilities expand Azure AI offering, likely driving incremental usage and cloud spend, but impact on stock price will be gradual.
Market effects
Strengthens Azure AI position in the cloud and AI platform sector.
May benefit North American cloud service providers.
Relevant to global enterprises adopting AI services.
Counterpoint
Investors may view the update as incremental rather than transformative.
Key entities
- CompanyMicrosoft
Provider of Azure AI Foundry platform.




