regarding microsoft foundry model catalog.

Question

regarding microsoft foundry model catalog.

Lokesh Mehta 0

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

Lokesh Mehta 0 Reputation points

2026-08-21T07:54:03.0666667+00:00

still not able to find this.
Pavan Kumar Purilla 410 Reputation points Microsoft External Staff Moderator

2026-08-21T09:16:28.5+00:00

Hi Lokesh Mehta,

Thank you for your patience.

We are currently working on your issue and actively coordinating with our engineering team to investigate it further. We kindly request that you allow us some additional time while we complete our investigation.

We will provide you with an update as soon as we receive more information or identify the next steps.

Thank you for your continued patience and understanding.
Pavan Kumar Purilla 410 Reputation points Microsoft External Staff Moderator

2026-08-24T10:09:39.1166667+00:00

Hi Lokesh Mehta,
Did you get any chance to review the above response. Do let me know if you have any further queries.

3 answers

Your answer

Lokesh Mehta 0 Reputation points

2026-08-21T07:54:03.0666667+00:00

still not able to find this.
Pavan Kumar Purilla 410 Reputation points Microsoft External Staff Moderator

2026-08-21T09:16:28.5+00:00

Hi Lokesh Mehta,

Thank you for your patience.

We are currently working on your issue and actively coordinating with our engineering team to investigate it further. We kindly request that you allow us some additional time while we complete our investigation.

We will provide you with an update as soon as we receive more information or identify the next steps.

Thank you for your continued patience and understanding.
Pavan Kumar Purilla 410 Reputation points Microsoft External Staff Moderator

2026-08-24T10:09:39.1166667+00:00

Hi Lokesh Mehta,
Did you get any chance to review the above response. Do let me know if you have any further queries.

Answer 1

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:

Open Microsoft Foundry and make sure the New Foundry toggle is off.
Open the project in Foundry (classic).
Go to Model catalog.
In Deployment options, select Managed compute.
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:

Answer 2

Pavan Kumar Purilla 410 Microsoft External Staff Moderator

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

Pavan Kumar Purilla 410 Reputation points Microsoft External Staff Moderator

2026-08-25T12:07:58.17+00:00

Hi Lokesh Mehta,

Just checking in to see if the above answer helped. If this answers your query, do click Accept Answer and Yes for was this answer helpful. And, if you have any further query do let us know.
Pavan Kumar Purilla 410 Reputation points Microsoft External Staff Moderator

2026-08-26T12:11:16.01+00:00

Hi Lokesh Mehta,

If this answers your query, do click Accept Answer and Yes for was this answer helpful. And, if you have any further query do let us know.

Answer 3

kagiyama yutaka 5,330

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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