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From Azure Policy to APIM: Implementing Azure AI Guardrails

17th August 2026 by Thomas Thornton

Azure Policy and API Management solve different parts of AI governance in Azure. This post goes into the actual policies and APIM XML behind that two-layer model, covering network controls, approved models, token quotas, content safety and observability.

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Categories Agentic AI, Azure APIM Tags AI Gateway, AI Governance, Azure, Azure AI, Azure AI Foundry, Azure API Management, Azure OpenAI, Azure Policy, Platform Engineering Leave a comment

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