regarding microsoft foundry model catalog.

Lokesh Mehta 0 Reputation points
2026-08-21T06:59:01.3933333+00:00

I am not able to see the model MedImageparse in Microsoft foundry. what could be the reason?

Foundry Models
Foundry Models

A catalog of AI models in Microsoft Foundry that you can discover, compare, and deploy using Azure’s built‑in tools for evaluation, fine‑tuning, and inference

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  1. kagiyama yutaka 5,165 Reputation points
    2026-08-24T18:08:29.8966667+00:00

    I think MedImageParse only shows up in Foundry classic with a hub‑based project and a paid subscription, and the simple way is to open classic and create that hub‑based project so the catalog can show it. The new Foundry portal never lists MedImageParse because it is classic‑only.

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  2. Pavan Kumar Purilla 410 Reputation points Microsoft External Staff Moderator
    2026-08-21T11:41:01.1633333+00:00

    Hi Lokesh Mehta,

    For MedImageParse, one of the prerequisites is to create a hub-based project (classic) in Microsoft Foundry. The documentation specifically notes that MedImageParse deployment guidance applies to the Foundry (classic) portal and requires a hub-based project. Since you are currently not using a hub-based project, this could be the reason why the MedImageParse model is not visible in your model catalog.

    Could you please verify the following prerequisites?

    • A paid Azure subscription (free or trial subscriptions are not supported).
    • A hub-based project (classic) has been created in Microsoft Foundry. 
    • Your account has the Azure AI Developer role (or appropriate permissions) on the resource group. 

    For reference:
    https://learn.microsoft.com/en-us/azure/foundry-classic/how-to/healthcare-ai/deploy-medimageparse?tabs=medimageparse
    https://learn.microsoft.com/en-us/azure/foundry-classic/how-to/hub-create-projects?tabs=portal

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  3. AI answer

    2026-08-21T06:59:14.09+00:00

    MedImageParse is documented for Foundry (classic) portal only. It is explicitly marked as not available for the new Foundry portal. If the model is being searched for in the new portal, it will not appear there.

    What to check:

    1. Open Microsoft Foundry and make sure the New Foundry toggle is off.
    2. Open the project in Foundry (classic).
    3. Go to Model catalog.
    4. In Deployment options, select Managed compute.
    5. Then search for the healthcare AI model.

    Another possible reason is governance policy. Foundry supports Azure Policy controls that can block model deployment. When a policy blocks a model, the catalog does not hide models, but the Deploy action is disabled with a reason.

    Also note that MedImageParse is described as a managed compute deployment scenario in Foundry (classic), where the model is deployed to a self-hosted managed inference solution.

    References:

    AI-generated content may be incorrect. Read our transparency notes for more information.

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