2,474 questions with Azure Document Intelligence in Foundry Tools tags

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3 answers

Junk data getting predicted from the custom model

We trained some invoices files and using the Document intelligence custom classification module. Randomly the predictions for one of the field is coming with the junk data, the value predicted in the particular field is not available in the entire pdf…

Azure Document Intelligence in Foundry Tools
asked 2026-07-08T13:10:21.74+00:00
Yugesh Bandaru 0 Reputation points
commented 2026-07-19T17:46:21.1733333+00:00
Anshika Varshney 14,790 Reputation points Microsoft External Staff Moderator
1 answer

Microsoft Foundry api change

Hey, we are using the mistral-document-ai-2512 model with the microsoft foundry. We where sending some extra api params which are documented by mistral on their page. https://docs.mistral.ai/studio-api/document-processing/basic_ocr table_format,…

Azure Document Intelligence in Foundry Tools
asked 2026-07-17T09:03:24.28+00:00
Brischle, J 0 Reputation points
answered 2026-07-17T09:49:44.17+00:00
Dhruva Sharma 0 Reputation points
1 answer One of the answers was accepted by the question author.

Maximum URL Request length for Azure Document Intelligence - Analyze Document

I'm calling the Document Intelligence Analyze Document REST API (prebuilt-read model) with the output=pdf option to generate a searchable PDF. I pass the document via urlSource in the request body, and I select which pages to OCR using the pages…

Azure Document Intelligence in Foundry Tools
asked 2026-07-15T23:58:56.0933333+00:00
TRẦN NGỌC UYỂN NHI 40 Reputation points
accepted 2026-07-17T02:42:03.3033333+00:00
TRẦN NGỌC UYỂN NHI 40 Reputation points
1 answer

Suppress OCR Overlay on Existing Native Text in Searchable PDF Output

Hi Azure Document Intelligence team, I noticed that when using the prebuilt-read model with output=pdf, the generated searchable PDF adds an OCR text layer, even if parts of the document already contain extractable native text. This means pages with…

Azure Document Intelligence in Foundry Tools
asked 2026-07-16T12:14:22.67+00:00
TRẦN NGỌC UYỂN NHI 40 Reputation points
answered 2026-07-16T12:14:49.7466667+00:00

AI answer

3 answers One of the answers was accepted by the question author.

Document Intelligence Studio message "Failed to access Document Intelligence"

I have a new account in Document Intelligence. I was able to access projects, do some tutorials, and then started doing some closer to real work tutorials using the same format as the tutorial. In all cases, I was working with the "Custom…

Azure Document Intelligence in Foundry Tools
asked 2026-07-13T11:06:52.2666667+00:00
Steven Banks [E] (VAC/ACC) 80 Reputation points
accepted 2026-07-16T11:07:39.4433333+00:00
Steven Banks [E] (VAC/ACC) 80 Reputation points
2 answers One of the answers was accepted by the question author.

PDF form did not load properly in Document Intelligence

When I load the pdf file, into Document Intelligence, I am getting the message that that I need Adobe Reader 8 or higher. Is there a way to set the version of Adobe reader in the product?

Azure Document Intelligence in Foundry Tools
asked 2026-07-08T17:29:13.6033333+00:00
Steven Banks [E] (VAC/ACC) 80 Reputation points
accepted 2026-07-15T16:28:15.1166667+00:00
Steven Banks [E] (VAC/ACC) 80 Reputation points
1 answer

How to resolve high latency for the on-premise Document Intelligence Invoice container?

We have setup the on-premise container for Document Intelligence - Invoice along with the pre-requisit Layout container. The underlying infrastructure is per the Azure recommendation. However the latency for on-premise API response is 10 times more than…

Azure Document Intelligence in Foundry Tools
asked 2026-06-29T15:10:50.4966667+00:00
Rahul Bhanose 0 Reputation points
commented 2026-07-14T11:53:35.0333333+00:00
Karnam Venkata Rajeswari 4,920 Reputation points Microsoft External Staff Moderator
1 answer

request an increased TPS/TPM quota from Azure for Document Intelligence

Hello I would like to request to increase my TPS/TPM quota for document intlligence

Azure Document Intelligence in Foundry Tools
asked 2025-03-20T18:49:08.53+00:00
Jerremy Spillman 0 Reputation points
commented 2026-07-10T21:17:24.8+00:00
JuliaMarvin 20,575 Reputation points Volunteer Moderator
1 answer One of the answers was accepted by the question author.

Can the Azure AI Document Intelligence Prebuilt Layout Model Be Custom Trained for Better Semantic Table Understanding?

Hi , We are currently using the Azure AI Document Intelligence Prebuilt Layout model to extract tables from healthcare Itemized Billing (IB) documents. The model performs well for detecting tables, but we are facing challenges with column boundary…

Azure Document Intelligence in Foundry Tools
asked 2026-07-03T08:02:06.7733333+00:00
Nazmaheptulla Thogaragunta 20 Reputation points
accepted 2026-07-09T11:00:15.4766667+00:00
Nazmaheptulla Thogaragunta 20 Reputation points
3 answers

Azure Document Intelligence OCR for official seals/stamps problem

We are using Azure Document Intelligence to perform OCR recognition on application forms and receipt documents. However, we have encountered a scenario where the recognition accuracy is somewhat low, and we would like to check if there are any available…

Azure Document Intelligence in Foundry Tools
asked 2026-07-08T09:30:41.9166667+00:00
Liu, Mingxing | Barry | CNTD 0 Reputation points
answered 2026-07-08T10:12:30.6866667+00:00
Karnam Venkata Rajeswari 4,920 Reputation points Microsoft External Staff Moderator
2 answers

Azure AI Document Intelligence – Detailed evaluation metrics for custom classifier and extraction models

Hello Microsoft Team, We are using Azure AI Document Intelligence with the following flow: Document upload → Custom classifier model → Routing to the corresponding custom extraction model based on the predicted document class → Field extraction and…

Azure Document Intelligence in Foundry Tools
asked 2026-06-26T07:58:23.8566667+00:00
Lizos Christos 0 Reputation points
commented 2026-07-07T19:47:16.1966667+00:00
Anshika Varshney 14,790 Reputation points Microsoft External Staff Moderator
4 answers

Document Intelligence custom models in West US 2 stopped working around 10 PM UTC

We are using Azure AI Document Intelligence custom models in our production solution in the West US 2 region. Today, around 3 PM Pacific Time / 10 PM UTC, our custom model stopped responding. The requests do not fail immediately, but the analysis appears…

Azure Document Intelligence in Foundry Tools
asked 2026-05-27T03:29:57.64+00:00
Sergii M 0 Reputation points
commented 2026-07-07T18:19:10.9633333+00:00
Anshika Varshney 14,790 Reputation points Microsoft External Staff Moderator
1 answer One of the answers was accepted by the question author.

Azure AI Document Intelligence - Multi-page table rows

Hello All I have a custom model extracting an operations table where each row represents an event with From/To times and details. The output is mapped to a SharePoint list. When an event description continues onto the next page, the model extracts it as…

Azure Document Intelligence in Foundry Tools
asked 2026-07-07T12:58:17.5766667+00:00
Anis Elosta 40 Reputation points
commented 2026-07-07T13:58:14.16+00:00
Anis Elosta 40 Reputation points
1 answer One of the answers was accepted by the question author.

Azure Document Intelligence fails to accurately extract scientific notation

We're using Azure Document Intelligence's prebuilt layout model to parse documents, but it's not accurately preserving scientific notation—e.g., 2.0 × 10⁻⁵ is extracted as 2.0 X 10-5. Subscripts and superscripts are not handled properly. Is there a way…

Azure Document Intelligence in Foundry Tools
asked 2025-07-17T18:18:15.9366667+00:00
Hongqian Li 65 Reputation points
commented 2026-07-06T19:52:18.95+00:00
Vy Nguyen 0 Reputation points
2 answers

Azure Document Intelligence pricing

Hi, Could you provide the pricing structure used for Azure Document Intelligence

Azure Document Intelligence in Foundry Tools
asked 2026-06-23T02:57:19.4666667+00:00
Chithra P 40 Reputation points
commented 2026-07-02T01:00:01.5533333+00:00
SRILAKSHMI C 19,715 Reputation points Microsoft External Staff Moderator
1 answer

hyphenated first name truncated in Document Intelligence

Hello Community, I'm moslty working with French CNI using Azure AI Document Intelligence Prebuilt identity documents. It looks like, hyphenated first name are not recongnised properly in the FirstName field. Example : Jean - Philippe or Marie -…

Azure Document Intelligence in Foundry Tools
asked 2026-07-01T15:37:05.7433333+00:00
Thomas Markut 0 Reputation points
answered 2026-07-01T20:13:48.9433333+00:00
Anshika Varshney 14,790 Reputation points Microsoft External Staff Moderator
1 answer

Managed HSM support for Document Intelligence

Please help confirm whether Managed HSM is supported for Azure Document Intelligence. Attached link (https://learn.microsoft.com/en-us/azure/security/fundamentals/encryption-customer-managed-keys-support) seems to indicate it's not supported, but i see I…

Azure Document Intelligence in Foundry Tools
asked 2026-06-17T04:36:03.5833333+00:00
CHUNSIK KIM 1 Reputation point Microsoft Employee
answered 2026-06-27T16:28:49.83+00:00
Sina Salam 30,726 Reputation points Volunteer Moderator
1 answer One of the answers was accepted by the question author.

Searchable PDF (output=pdf, prebuilt-read): how to avoid duplicate text layer on PDFs that already contain native text?

We're using Azure Document Intelligence prebuilt-read with output=pdf (API 2024-11-30, 4.0 GA) to generate searchable PDFs from scanned/image-only documents. This works well for pure image PDFs. Context: Our current plan is to gate generation per page…

Azure Document Intelligence in Foundry Tools
asked 2026-06-25T09:09:02.31+00:00
TRẦN NGỌC UYỂN NHI 40 Reputation points
commented 2026-06-26T03:40:38.75+00:00
TRẦN NGỌC UYỂN NHI 40 Reputation points
2 answers One of the answers was accepted by the question author.

Content Understanding preview APIs (2024-12-01-preview, 2025-05-01-preview) returning HTTP 410 ApiVersionRetired ~4 weeks before the announced 15 July 2026 retirement date — is this a known early-retirement incident?

The official retirement notice (Service Health advisory, tracking ID LJB6-KHG) states that Azure Content Understanding preview API versions 2024-12-01-preview and 2025-05-01-preview will be retired on 15 July 2026, and: *"After 15 July 2026, these…

Azure Document Intelligence in Foundry Tools
asked 2026-06-19T17:03:34.38+00:00
Jon Koh 40 Reputation points
commented 2026-06-25T19:51:21.0666667+00:00
Jon Koh 40 Reputation points
2 answers

Azure AI Content Understanding failed to analyze PDF with unexpected error

I am using Azure AI Content Understanding to analyze a PDF file, but the analysis fails with an unexpected error. File name: L2528366.pdf Error shown: Analysis failed Failed to analyze the file L2528366.pdf. An unexpected error occurred. Request…

Azure Document Intelligence in Foundry Tools
asked 2026-06-18T10:40:01.4066667+00:00
Varun Aditya 0 Reputation points
answered 2026-06-25T19:43:42.08+00:00
Anshika Varshney 14,790 Reputation points Microsoft External Staff Moderator