4,537 questions with Foundry Tools tags

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Foundry API: Black Forest Labs Mismatch

I'm currently using Foundry to host the Black Forest Labs model, FLUX.2-pro. Under this page,…

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

4,537 questions
asked 2026-04-15T04:57:17.37+00:00
Anthony 0 Reputation points
commented 2026-04-18T05:30:54.4533333+00:00
Manas Mohanty 16,190 Reputation points Microsoft External Staff Moderator
0 answers

Handling line items that span multiple pages in Azure Content Understanding Service (Custom Schema)

Hello, We are currently using Azure Content Understanding service to extract structured information from Commercial Invoice–like documents using a Custom Schema. Our current setup We have implemented a schema where: A commodityDetails section is defined…

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

4,537 questions
asked 2026-03-06T12:37:13.3133333+00:00
Brahma Datta 0 Reputation points
commented 2026-04-17T17:46:40.0366667+00:00
SRILAKSHMI C 16,965 Reputation points Microsoft External Staff Moderator
1 answer

Request TPS increase for Computer Vision and Document Intelligence on AIServices resource.

We are using the Azure AI Services resource merbFoundry (West US, S0 tier) for batch document processing with OCR. Our workload has two OCR patterns: 1. Computer Vision Image Analysis (api-version=2023-10-01, features=read): Documents containing 50-115…

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

4,537 questions
asked 2026-04-07T07:58:24.9033333+00:00
Binjie Zhang 0 Reputation points Microsoft Employee
commented 2026-04-17T17:39:26.08+00:00
SRILAKSHMI C 16,965 Reputation points Microsoft External Staff Moderator
1 answer

Question on Future Prebuilt Tax Models in Azure Document Intelligence.

We understand that the prebuilt model for Form 1040 is currently available in Azure Document Intelligence. We would like to know if prebuilt models will be available for other tax forms in the future.   We would like to check if there are plans to…

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

4,537 questions
asked 2026-03-17T03:12:43.15+00:00
Janani Rajkumar 0 Reputation points
commented 2026-04-17T17:33:58.26+00:00
SRILAKSHMI C 16,965 Reputation points Microsoft External Staff Moderator
1 answer

The document translation sometimes returns this error, and sometimes works normally, even for the same file.

"id": "924ab13f-9177-40be-a8b3-2a76b7439d33", "createdDateTimeUtc": "2026-04-07T07:32:25.4160581Z", "lastActionDateTimeUtc": "2026-04-07T07:32:28.1262485Z", …

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

4,537 questions
asked 2026-04-08T04:42:41.15+00:00
zhihui li 0 Reputation points
edited the question 2026-04-17T15:14:29.4266667+00:00
Thanmayi Godithi 8,955 Reputation points Microsoft External Staff Moderator
3 answers

Gaining Access To Sonnet 4.6 Model in Foundry

Hello, I’m seeking clarification on two quota requests I have submitted for access to the Sonnet 4.6 model within Azure AI Foundry for the UK South and West Europe regions. Both requests have been rejected, but the rejection does not make clear why. I…

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

4,537 questions
asked 2026-03-12T10:19:53.2966667+00:00
Simon 0 Reputation points
commented 2026-04-17T15:03:50.76+00:00
Manas Mohanty 16,190 Reputation points Microsoft External Staff Moderator
1 answer

Azure Content Understanding Citations and Confidence Score for Generate Fields.

In Azure Content Understanding, we can extract fields based on Schemas and specify the generation methods by Explicitly setting the method (extract, generate, or classify) for each field based on its purpose. For Extract fields we can get the…

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

4,537 questions
asked 2026-03-17T04:22:10.36+00:00
Siddharth Mehta 1 Reputation point Microsoft Employee
edited the question 2026-04-17T14:54:31.2666667+00:00
Thanmayi Godithi 8,955 Reputation points Microsoft External Staff Moderator
1 answer

Significant Decrease in Translation Quality in Azure AI Translator (English → Swedish).

Hi, I’ve noticed a substantial drop in translation quality when using Azure AI Translator for English → Swedish translations. For example Source: “The account deletion link was only valid for 30 minutes and has expired” Current translation: “Länken…

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

4,537 questions
asked 2026-03-16T17:31:17.1+00:00
Anton Olivestam 0 Reputation points
edited the question 2026-04-17T14:53:16.5666667+00:00
Thanmayi Godithi 8,955 Reputation points Microsoft External Staff Moderator
1 answer

prebuilt-layout/read returns 0 figures for DOCX with images (Azure Document Intelligence).

Hi, I’m using Azure Document Intelligence (Python SDK) with the prebuilt-layout model to analyze a .docx document that contains many embedded images (screenshots). I’m trying to use the figures output, but it’s always empty. Here is a simplified version…

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

4,537 questions
asked 2026-03-16T14:58:40.27+00:00
Noor Ul Amin 0 Reputation points
edited the question 2026-04-17T14:52:21.2466667+00:00
Thanmayi Godithi 8,955 Reputation points Microsoft External Staff Moderator
1 answer

AZURE STUDENT FOUNDRY ISSUE.

Subject: Request to Enable Azure AI Services on Azure for Students Subscription Dear Azure Support Team, I am writing to request access to Azure AI services (Azure OpenAI and Microsoft Foundry) on my Azure for Students subscription. Subscription…

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

4,537 questions
asked 2026-03-16T13:06:54.7133333+00:00
navneet agarwal 0 Reputation points
edited the question 2026-04-17T14:51:52.37+00:00
Thanmayi Godithi 8,955 Reputation points Microsoft External Staff Moderator
1 answer

InternalServerError: An unexpected error occurred when trying to train a model

Attempting to create a custom classification model with 5 small documents of two classes in Word and/or PDF. Training fails every time with "InternalServerError: An unexpected error occurred".

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

4,537 questions
asked 2026-03-16T14:19:20.98+00:00
Richard Bennett 0 Reputation points
edited the question 2026-04-17T14:51:20.1966667+00:00
Thanmayi Godithi 8,955 Reputation points Microsoft External Staff Moderator
1 answer

Custom Translator Workspace failing to load data: "Oops, something went wrong" (Persistent for 24 hours)

I am experiencing a persistent error in the Azure Custom Translator portal. Upon opening the workspace, the loading animation persists for a short time before failing and an error message "Oops, something went wrong. An error has occurred and we…

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

4,537 questions
asked 2026-03-14T22:54:14.72+00:00
Igarashi Tomomi 25 Reputation points
edited the question 2026-04-17T14:47:46.46+00:00
Thanmayi Godithi 8,955 Reputation points Microsoft External Staff Moderator
1 answer

how do i log into the Language Studio as it says i am not part of my organization?

how do i log into the Language Studio as it says i am not part of my organization..?

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

4,537 questions
asked 2026-03-13T20:13:04.84+00:00
erik botta 0 Reputation points
edited the question 2026-04-17T14:47:28.4433333+00:00
Thanmayi Godithi 8,955 Reputation points Microsoft External Staff Moderator
1 answer

Azure Content Understanding - Layout (Usage Via API)

Hi All, I'm trying to use Azure Content Understanding - Layout model. Which comes in Microsoft Foundry, under the "AI Services" tab. My Goal, I want to send the pdf, and the get the markdown back. I have tried writing the code, it always says…

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

4,537 questions
asked 2026-03-12T10:15:18.6066667+00:00
Ajayakumar Managaon 0 Reputation points
edited the question 2026-04-17T14:47:03.03+00:00
Thanmayi Godithi 8,955 Reputation points Microsoft External Staff Moderator
1 answer

How power automate flow integrate F&O and Document Intelligent

Hi everyone, I am building a Power Automate flow that triggers when a receipt is uploaded to the Expense Management module in D365 F&O. My goal is to use Azure AI Document Intelligence to extract the receipt data and map the Amount, Merchant, and…

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

4,537 questions
asked 2026-03-12T07:56:19.2833333+00:00
TranLy-5469 0 Reputation points
edited the question 2026-04-17T14:46:36.6733333+00:00
Thanmayi Godithi 8,955 Reputation points Microsoft External Staff Moderator
1 answer One of the answers was accepted by the question author.

InvalidContentLength error when uploading large structural drawing PDF to Azure Document Intelligence Layout Model

Hello, I am testing Azure Document Intelligence Studio to analyze structural engineering drawings (PDF files exported from AutoCAD/Revit). When I upload certain drawing sheets and run the Layout model, I receive the following…

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

4,537 questions
asked 2026-03-11T22:49:46.5166667+00:00
visagan gunaratnam 20 Reputation points
edited the question 2026-04-17T14:46:09.1933333+00:00
Thanmayi Godithi 8,955 Reputation points Microsoft External Staff Moderator
2 answers

I am experiencing an issue with the Document Translation API (api-version: 2025-12-01-preview) when translating PNG image files.

API Endpoint: POST /translator/document/batches Issue Description: PNG image translation fails consistently with the following error { "id": "0ef5ccf0-2746-45e8-b712-24b165eeb675", "createdDateTimeUtc":…

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

4,537 questions
asked 2026-03-10T10:27:58.79+00:00
邱凌东 0 Reputation points
edited the question 2026-04-17T14:41:35.1833333+00:00
Thanmayi Godithi 8,955 Reputation points Microsoft External Staff Moderator
1 answer

Foundry Doc intelligence cost

Azure AI Foundry is incurring a relatively high cost of approximately ~ USD 80 per day and ~2000$ only for foundry. Based on our analysis in Cost Management, Azure Document Intelligence appears to be the primary contributor to this cost. This is…

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

4,537 questions
asked 2026-03-10T09:58:32.5666667+00:00
Pavan Gunda (International Supplier) 0 Reputation points Microsoft External Staff
edited the question 2026-04-17T14:40:30.6666667+00:00
Thanmayi Godithi 8,955 Reputation points Microsoft External Staff Moderator
2 answers

Custom Neural Model Training Stuck at 0% and Unable to View Cognitive Services Quotas

Hello Microsoft Support, I’m experiencing an issue with Azure Document Intelligence (Custom Neural Model training) where every training operation gets stuck at 0% progress indefinitely. This happens even when creating brand‑new projects, new containers,…

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

4,537 questions
asked 2026-03-06T10:54:13.6666667+00:00
Benson Mbaaro 5 Reputation points
edited the question 2026-04-17T14:38:16.1+00:00
Thanmayi Godithi 8,955 Reputation points Microsoft External Staff Moderator
1 answer

How to use Array/Object fields in “Add a field” in Document Intelligence Studio? Are they supported in Azure Government?

I want to use Array/Object field in “Add a field” in Document Intelligence Studio in Azure Government I could use Neural Model (not template) but all I could see is as below, Field, Selection mark, Signature and Table. I tried to use Table with selection…

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

4,537 questions
asked 2026-03-03T23:32:56.94+00:00
Paul Yoon 0 Reputation points
edited the question 2026-04-17T14:35:59.2833333+00:00
Thanmayi Godithi 8,955 Reputation points Microsoft External Staff Moderator