2,425 questions with Azure Document Intelligence in Foundry Tools tags

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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…

Azure Document Intelligence in Foundry Tools
asked 2026-03-17T04:22:10.36+00:00
Siddharth Mehta 1 Reputation point Microsoft Employee
answered 2026-03-17T04:22:25.6233333+00:00
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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…

Azure Document Intelligence in Foundry Tools
asked 2026-03-17T03:12:43.15+00:00
Janani Rajkumar 0 Reputation points
answered 2026-03-17T03:12:54.5733333+00:00
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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…

Azure Document Intelligence in Foundry Tools
asked 2026-03-16T14:58:40.27+00:00
Noor Ul Amin 0 Reputation points
answered 2026-03-16T14:59:00.0466667+00:00
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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"

Azure Document Intelligence in Foundry Tools
asked 2026-03-16T14:19:20.98+00:00
Richard Bennett 0 Reputation points
answered 2026-03-16T14:19:35.7866667+00:00
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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…

Azure Document Intelligence in Foundry Tools
asked 2026-03-12T07:56:19.2833333+00:00
TranLy-5469 0 Reputation points
answered 2026-03-15T05:59:53.5433333+00:00
Vinodh247 41,726 Reputation points MVP Volunteer 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…

Azure Document Intelligence in Foundry Tools
asked 2026-03-12T10:15:18.6066667+00:00
Ajayakumar Managaon 0 Reputation points
answered 2026-03-12T10:15:42.66+00:00
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1 answer

Currency in custom extraction model in Document Intelligence Studio (Azure AI)

Hello, I am currently working on a custom extraction model in Document Intelligence Studio (Azure AI) based on the standardized Invoice model. Everything is functioning well, except for the Money/Value fields. In the standard Invoice model, these fields…

Azure Document Intelligence in Foundry Tools
Azure | Azure Startups
Azure | Azure Startups

Startups: Companies that are in their initial stages of business and typically developing a business model and seeking financing.

1,181 questions
asked 2024-05-29T08:34:25.9+00:00
Oskar Klingberg 5 Reputation points
commented 2026-03-12T07:30:19.3033333+00:00
Fran Moreno 0 Reputation points
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…

Azure Document Intelligence in Foundry Tools
asked 2026-03-11T22:49:46.5166667+00:00
visagan gunaratnam 20 Reputation points
accepted 2026-03-11T22:52:09.17+00:00
visagan gunaratnam 20 Reputation points
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…

Azure Document Intelligence in Foundry Tools
asked 2026-03-10T09:58:32.5666667+00:00
Pavan Gunda (International Supplier) 0 Reputation points Microsoft External Staff
answered 2026-03-10T12:34:06.8133333+00:00
Martin Dimovski 1,711 Reputation points
1 answer

Document pipeline: OCR + AI Search + Claude Opus via Foundry

I need guidance setting up an end-to-end document processing pipeline within my existing Azure subscription. Context: I have a collection of documents stored as images/scanned files (contracts, supervision reports, technical documents).. I need to…

Azure Document Intelligence in Foundry Tools
asked 2026-03-04T17:40:59.6+00:00
Andreea Petre 0 Reputation points
commented 2026-03-10T09:58:54.4833333+00:00
Manas Mohanty 15,370 Reputation points Microsoft External Staff Moderator
1 answer One of the answers was accepted by the question author.

Docx not supported in Azure AI Foundry Content Understanding

In Azure AI Foundry Content Understanding I have created two custom tasks, both Standard mode and Pro mode. Both tasks do not accept my .docx documents. While according to documentation, Standard mode should accept .docx Screenshot 2025-09-29 at…

Azure Document Intelligence in Foundry Tools
asked 2025-09-29T11:56:40.63+00:00
Aristotelis Bobas 20 Reputation points
commented 2026-03-09T13:27:24.4966667+00:00
Wen 0 Reputation points
1 answer

Model is in training for 15 hours and not able to start other model training

My model is struck in training for last 20 hours. not able to train other model.

Azure Document Intelligence in Foundry Tools
asked 2026-03-04T12:43:09.98+00:00
Ravindra Gullapalli 0 Reputation points
answered 2026-03-07T23:51:26.86+00:00
Divyesh Govaerdhanan 10,610 Reputation points
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…

Azure Document Intelligence in Foundry Tools
asked 2026-03-06T12:37:13.3133333+00:00
Brahma Datta 0 Reputation points
answered 2026-03-06T12:37:45.68+00:00
Q&A Assist
1 answer

Handling line items that span multiple pages in Azure Content Understanding (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…

Azure Document Intelligence in Foundry Tools
asked 2026-03-06T12:29:47.5733333+00:00
Brahma Datta 0 Reputation points
answered 2026-03-06T12:30:27.2366667+00:00
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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,…

Azure Document Intelligence in Foundry Tools
asked 2026-03-06T10:54:13.6666667+00:00
Benson Mbaaro 5 Reputation points
answered 2026-03-06T11:23:00.6666667+00:00
Benson Mbaaro 5 Reputation points
0 answers

How could we use selection mark field inside table field? because it can't recognize selection mark field

how could we use selection mark field inside table field? because it can't recognize selection mark field barely within the table field. let's say that we have situation like a selection mark field, string field, and then a selection mark field in a…

Azure Document Intelligence in Foundry Tools
asked 2026-03-04T16:23:24.9+00:00
Paul Yoon 0 Reputation points
answered 2026-03-04T16:23:37.3566667+00:00
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0 answers

Custom model training runnning for long time.

There are three models in trining mode. Cant delete one of the long running one. I think this is causing issue. I can see one alert last night. Could you please check for me.

Azure Document Intelligence in Foundry Tools
asked 2026-03-04T13:49:47.55+00:00
Ravindra Gullapalli 0 Reputation points
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…

Azure Document Intelligence in Foundry Tools
asked 2026-03-03T23:32:56.94+00:00
Paul Yoon 0 Reputation points
answered 2026-03-03T23:33:14.69+00:00
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2 answers

The custom model training has been in the "running" state for over 36 hours

We are experiencing an issue with Document Intelligence's custom model training task that has been stuck in the "running" state for over 36 hours.  Which is unusual based on our experience.  Project Details: Project Name: Form 1120s Model…

Azure Document Intelligence in Foundry Tools
asked 2025-05-23T12:44:28.9733333+00:00
Raymond Skaug 5 Reputation points
answered 2026-03-03T20:43:17.2933333+00:00
Thompson, Mitch 0 Reputation points
1 answer One of the answers was accepted by the question author.

How to train a custom model in Azure Document Intelligence Studio to correctly read comma and period in currency values

How to train a custom model in Azure Document Intelligence Studio to correctly read comma and period in currency values ? I have tried providing it many samples like this, and manually corrected values in .ocr.json and labels.json files created by the…

Azure Document Intelligence in Foundry Tools
asked 2026-03-03T12:19:52.92+00:00
Milan Raval 20 Reputation points
commented 2026-03-03T12:35:03.35+00:00
Milan Raval 20 Reputation points