2,440 questions with Azure Document Intelligence in Foundry Tools tags

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Does training a custom invoice model use the prebuilt model training (AI Builder)?

I'm setting up a process involving extracting fields from invoices sent to us by vendors, but I'm finding that the prebuilt invoice model in AI Builder doesn't work well for a select few vendors, but works very well for other vendors. Because of this…

Azure Document Intelligence in Foundry Tools
asked 2026-05-13T19:22:58.9166667+00:00
Ty Greenwood 0 Reputation points
commented 2026-05-15T12:39:47.5266667+00:00
Karnam Venkata Rajeswari 2,795 Reputation points Microsoft External Staff Moderator
1 answer

Slow response on Microsoft Foundry, Document Inteligent

We are sending a batch of 2 documents, there are invioces 1 page each invoice. The documentAI model is taking as 1 hour to get this process. We Would like to understan why this is happening.

Azure Document Intelligence in Foundry Tools
asked 2026-05-06T21:18:16.2366667+00:00
Matias Haller 0 Reputation points
commented 2026-05-13T20:04:50.09+00:00
Karnam Venkata Rajeswari 2,795 Reputation points Microsoft External Staff Moderator
3 answers

Document Intelligence layout-3.1 container: syncAnalyze endpoint intermittently returns 202 instead of 200

We are using the following Azure Document Intelligence container image: mcr.microsoft.com/azure-cognitive-services/form-recognizer/layout-3.1 We are calling the synchronous analyze endpoint: POST…

Azure Document Intelligence in Foundry Tools
asked 2026-05-07T12:42:45.22+00:00
Romeo Kollar 0 Reputation points
commented 2026-05-13T17:07:20.7533333+00:00
Anshika Varshney 10,655 Reputation points Microsoft External Staff Moderator
1 answer

Custom neural model: signature fields on near-identical pages (2 & 4) collide - both signatures assigned to one page - leave page 4 unidentified

I am extracting two signature fields from a 4-page PDF using Azure AI Document Intelligence (custom neural model, API version 2024-11-30). Pages 2 and 4 are almost visually identical - same layout, same labels, same structure - and each contains one…

Azure Document Intelligence in Foundry Tools
asked 2026-05-11T21:03:15.0466667+00:00
Wesley Masunika 0 Reputation points
edited an answer 2026-05-12T03:51:03.92+00:00
kagiyama yutaka 2,590 Reputation points
1 answer

Form Recognizer Studio - Auto Label Multipage tables

I am enjoying the power of the auto-label functionality to automatically label large tables on my training data. However, one shortcoming I have noticed with no obvious solution or workaround is that it doesn't seem to be possible to auto-label multiple…

Azure Document Intelligence in Foundry Tools
asked 2023-06-01T18:23:57.7366667+00:00
Paul Andrews 15 Reputation points
edited a comment 2026-05-11T16:17:31.37+00:00
Andrew Goldberg 0 Reputation points
1 answer

Azure limitation on private networking for Functions -> Document Intelligence

Azure Function App calls to Azure AI Document Intelligence over a private endpoint are failing with: 403 Traffic is not from an approved private endpoint. This question is basically very strong indication for limitations on private networking for…

Azure Document Intelligence in Foundry Tools
asked 2026-04-25T13:52:11.7+00:00
Dimitrios Bardis 0 Reputation points
edited a comment 2026-05-08T14:29:44.0433333+00:00
Dimitrios Bardis 0 Reputation points
1 answer

Unable to deploy gpt-4.1 and text-embedding-3-large in Azure AI Foundry / Content Understanding setup (error 715-123420)

I am working on a feature that uses Azure AI Content Understanding for financial document analysis. I already created the Foundry resource and I am now trying to configure the required model deployments before creating my custom analyzer. Current…

Azure Document Intelligence in Foundry Tools
asked 2026-04-13T19:12:04.4333333+00:00
Rosendo 0 Reputation points
edited a comment 2026-05-05T17:01:17.4933333+00:00
Manas Mohanty 16,755 Reputation points Microsoft External Staff Moderator
2 answers

Questions About Region Selection in Azure AI Foundry

Hello, I have a question regarding region selection when configuring an Azure AI Foundry project. While setting up the project, I noticed that there are two categories for region selection: “AI Foundry Recommended” and “Other locations.” I would like to…

Azure Document Intelligence in Foundry Tools
asked 2026-04-27T06:07:08.7566667+00:00
KANGSEOP Jung 0 Reputation points
commented 2026-05-01T09:28:33.12+00:00
Anshika Varshney 10,655 Reputation points Microsoft External Staff Moderator
0 answers

Join: Microsoft Azure Q&A Champions Program

The Microsoft Azure Q&A Champions Program recognizes and empowers a global community of internal and external Azure experts who help customers succeed by providing high-quality, trusted answers on Microsoft Q&A. The program scales expert led…

Azure Document Intelligence in Foundry Tools
asked 2026-04-30T17:59:45.4233333+00:00
Ashley Swearingen 0 Reputation points Microsoft External Staff Moderator
answered 2026-04-30T17:59:59.7533333+00:00
Q&A Assist
2 answers

Document intelligence selection Mark method for radio buttons

Hi all, I am training a custom extraction model in Azure AI Document Intelligence for a structured PDF form. The model is performing well for standard text fields, but I am having trouble with radio buttons and checkboxes. I created these as selection…

Azure Document Intelligence in Foundry Tools
asked 2026-03-24T03:42:02.8866667+00:00
Pallavi Narayana 0 Reputation points
commented 2026-04-30T03:09:51.0766667+00:00
Pallavi Narayana 0 Reputation points
2 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
edited a comment 2026-04-28T18:37:02.18+00:00
Karnam Venkata Rajeswari 2,795 Reputation points Microsoft External Staff Moderator
2 answers One of the answers was accepted by the question author.

Is there an outage for Azure AI Doc Intelligence Studio?

Over the past week myself and my team have been having intermittent problems with Doc Intelligence Studio. We are able to login fine but upon opening a Custom Extraction Model project we get the error below. Does anyone know of any work arounds or…

Azure Document Intelligence in Foundry Tools
asked 2026-04-21T13:46:52.1133333+00:00
Ian Hartle 20 Reputation points
accepted 2026-04-27T18:08:55.0933333+00:00
Ian Hartle 20 Reputation points
1 answer

New development project with document imaging and OCR capabilities

Need some assistance with setting up document intelligence in our development environment. out development team is building a project to us OCR, a web front end and some sql storage

Azure Document Intelligence in Foundry Tools
asked 2026-04-20T17:06:35.38+00:00
Stewart Steinberg 0 Reputation points
edited an answer 2026-04-27T09:08:49.62+00:00
Manas Mohanty 16,755 Reputation points Microsoft External Staff Moderator
2 answers

My custom extraction model projects are no longer accessible

When I am trying to access my custom extraction model projects it is no longer accessible to me except 1 project when i click on any of the following project it shows this error. Also I can see some models that are perfectly fine when calling from…

Azure Document Intelligence in Foundry Tools
asked 2026-04-14T17:31:44.8033333+00:00
Muhammad 40 Reputation points
answered 2026-04-25T07:23:40.1866667+00:00
Thanmayi Godithi 9,855 Reputation points Microsoft External Staff Moderator
1 answer One of the answers was accepted by the question author.

Document Intelligence Studio - offline container

Dear Azure Community, I am writing on behalf of our company, which is a security printing company specializing in high-security personal data products such as passports and ID cards. Our work primarily supports government projects that impose stringent…

Azure Document Intelligence in Foundry Tools
asked 2024-03-20T08:22:34.67+00:00
Robert Ra 25 Reputation points
commented 2026-04-23T14:11:31.4166667+00:00
Schmidl, Scott 0 Reputation points
2 answers

Identify document type using Document Intelligence

I’m currently using Azure Document Intelligence to process PDFs and extract invoice data. One challenge I’m facing is determining the document type (for example invoice vs credit note vs other). Using the prebuilt invoice model, I’ve noticed that credit…

Azure Document Intelligence in Foundry Tools
asked 2026-03-26T05:27:49.3366667+00:00
Paul Spinks 0 Reputation points
commented 2026-04-22T13:58:07.0333333+00:00
Manish Deshpande 6,175 Reputation points Microsoft External Staff Moderator
0 answers

OCR/read timeouts keep happening even with simple requests of 1 page PDFs

I'm trying to create a module that automatically reads and interprets PDFs extracted from emails. Using OCR/read from Document Intelligence it should be able to read and extract the text from the PDFs and afterwards it will be handled by an LLM. However,…

Azure Document Intelligence in Foundry Tools
asked 2026-03-25T10:28:25.1133333+00:00
Jordi 0 Reputation points
commented 2026-04-22T13:56:49.3366667+00:00
Manish Deshpande 6,175 Reputation points Microsoft External Staff Moderator
2 answers

Unable to edit generated labels in Content Understanding knowledge tab

I have been experiencing an issue where upon auto labeling files, I am unable to edit the generated labels for the fields. The edit button is disabled but there are no indicators as to why. Have tried granting roles such as Contributor, Azure AI…

Azure Document Intelligence in Foundry Tools
asked 2026-03-19T13:55:51.93+00:00
Oisin Kelly 35 Reputation points
commented 2026-04-22T13:54:57.4366667+00:00
Manish Deshpande 6,175 Reputation points Microsoft External Staff Moderator
2 answers

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 2026-04-21T08:19:22.58+00:00
Manish Deshpande 6,175 Reputation points Microsoft External Staff Moderator
2 answers

Is every doc, even editable pdf, is processing with a OCR in azure ai document intelligence?

How does Azure AI Document Intelligence handle digitally generated (editable) PDFs versus scanned/image-based PDFs? Specifically, does the service detect when a PDF is already editable and extract the embedded text and layout directly, or does it always…

Azure Document Intelligence in Foundry Tools
asked 2025-11-19T21:46:08.0233333+00:00
Salomon Mejia 0 Reputation points
commented 2026-04-20T11:40:52.0566667+00:00
Casey 0 Reputation points