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How to deploy and manage apps using Azure Foundry on Azure?

Subi Subi 20 Reputation points
2025-10-27T22:42:25.6766667+00:00

I’m trying to understand how to deploy and manage applications using Azure Foundry within the Azure ecosystem. How does it compare to services like Azure App Service or AKS in terms of scalability, integration, and deployment setup? Any best practices

Foundry Tools
Foundry Tools

Formerly known as Azure AI Services or Azure Cognitive Services is a unified collection of prebuilt AI capabilities within the Microsoft Foundry platform

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  1. Azar 31,705 Reputation points MVP Volunteer Moderator
    2025-10-27T23:18:35.3333333+00:00

    Hi there

    Azure Foundry lets you deploy apps with simple commands like cf push without managing infrastructure. It automatically handles scaling, routing, and monitoring through Azure services.

    Compared to Azure App Service, it’s more flexible and portable across clouds, while AKS offers more control for containerized workloads.

    For best results, integrate with Azure DevOps/GitHub Actions for CI/CD, use Azure Monitor for logs, and configure scaling policies. Multi-region setups require manual configuration using tools like Azure Front Door.

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  1. Aryan Parashar 3,690 Reputation points Microsoft External Staff Moderator
    2025-10-28T09:34:40.7033333+00:00

    Hi Subi,
    Azure AI Foundry allows you to deploy models and agents, fine-tune them, and access them through endpoints and SDKs. However, it does not support application deployment like services such as Azure App Service, Azure Web App, or Azure Kubernetes Service (AKS). These services are tailored for different types of application hosting, each with its own capabilities and limitations.

    For more details, you can refer to the official documentation:

    Feel free to accept this as an answer.
    Thankyou for reaching out to The Microsoft Portal.

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