Azure AI Document Intelligence
An Azure service that turns documents into usable data. Previously known as Azure Form Recognizer.
2,172 questions
1 answer
Access and Configure Azure AI Document Intelligence from On Premise Network
We have configured document intelligence in our organization cloud subscription. We have setup vnet for document intelligence and created private endpoints as well also selected the network settings only private network and selected IP. Now while…
Azure AI Document Intelligence
asked 2025-08-08T13:46:36.67+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(48, 67%, 14%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EAK%3C/text%3E%3C/svg%3E)
Abhishek kumar
0
Reputation points
edited a comment 2025-08-12T04:52:29.8633333+00:00
Manas Mohanty
8,150
Reputation points Microsoft External Staff
Moderator
1 answer
How to handle an identifier being repeated on each page when training a custom extraction model?
We have documents that contain an identifier/number at the bottom right of each page. If we annotate it only on the first page, I am concerned that the model will treat the other pages as negative examples. My understanding is that each word is…
Azure AI Document Intelligence
Azure AI Document Intelligence
An Azure service that turns documents into usable data. Previously known as Azure Form Recognizer.
2,172 questions
asked 2025-08-07T12:45:23.4433333+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(307.2, 21%, 39%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EBP%3C/text%3E%3C/svg%3E)
Bogdan Pechounov
85
Reputation points
commented 2025-08-12T04:03:43.0433333+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(124.80000000000001, 17%, 22%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EPP%3C/text%3E%3C/svg%3E)
Pavankumar Purilla
10,425
Reputation points Microsoft External Staff
Moderator
0 answers
What is the list of possible language codes returned by the "Languages" add-on in Document Intelligence?
When running Document Intelligence prebuilt-layout model with &features=languages, what is the list of possible language codes that can be returned by the model? Do the language codes follow a specific standard such as ISO-639? Referring to the…
Azure AI Document Intelligence
Azure AI Document Intelligence
An Azure service that turns documents into usable data. Previously known as Azure Form Recognizer.
2,172 questions
asked 2025-07-30T14:42:56.83+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(284.8, 95%, 37%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EC2%3C/text%3E%3C/svg%3E)
CoreyK-2554
20
Reputation points
commented 2025-08-11T21:34:10.2866667+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(220.8, 32%, 31%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ERS%3C/text%3E%3C/svg%3E)
Ravada Shivaprasad
920
Reputation points Microsoft External Staff
Moderator
1 answer
One of the answers was accepted by the question author.
How to read text from a document skipping tables data using Document Intelligence Prebuilt Layout Model?
Hello, We are looking to pass in a PDF document which contains Paragraphs, Tables and Images. We want to extract only paragraphs data from the document with the help of 'Document Intelligence prebuilt layout model' . Currently the output contains JSON…
Azure AI Document Intelligence
Azure AI Document Intelligence
An Azure service that turns documents into usable data. Previously known as Azure Form Recognizer.
2,172 questions
asked 2024-01-22T06:34:08.4366667+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(278.4, 52%, 36%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ERJ%3C/text%3E%3C/svg%3E)
Radhika Jagtap
20
Reputation points
commented 2025-08-11T19:47:05.79+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(265.6, 5%, 35%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EHT%3C/text%3E%3C/svg%3E)
h t
0
Reputation points
0 answers
Classifier for Custom Forms and Wage Stubs
I'd like to train a custom classifier to categorize several documents, including some forms with predefined format. Among input document types, we also have wage stubs that need to be classified as such. However, training a classifier on wage stubs is…
Azure AI Document Intelligence
Azure AI Document Intelligence
An Azure service that turns documents into usable data. Previously known as Azure Form Recognizer.
2,172 questions
asked 2025-07-31T19:04:07.98+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(172.8, 37%, 26%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ETA%3C/text%3E%3C/svg%3E)
Tirgar, Ashkan
0
Reputation points
commented 2025-08-11T12:40:32.71+00:00
Tirgar, Ashkan
0
Reputation points
0 answers
Training a Custom Extraction Model to recognize special characters
I am trying to extract lexical information from scanned dictionary definitions such as: The AI Document Intelligence's OCR utility works pretty well out of the box, but it has trouble with uncommon characters that appear frequently in my text,…
Azure AI Document Intelligence
Azure AI Document Intelligence
An Azure service that turns documents into usable data. Previously known as Azure Form Recognizer.
2,172 questions
asked 2025-08-09T23:24:36.8133333+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(240, 38%, 33%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ECG%3C/text%3E%3C/svg%3E)
Christopher Grubb
0
Reputation points
edited the question 2025-08-11T05:53:06.9233333+00:00
Christopher Grubb
0
Reputation points
1 answer
One of the answers was accepted by the question author.
Is the OCR engine different when using a custom extraction model and prebuilt-layout?
When using a custom extraction model or a prebuilt model, is the OCR engine the same? I noticed differences in the word confidences as well as in the paragraph roles. Also, does the API version influence OCR results?
Azure AI Document Intelligence
Azure AI Document Intelligence
An Azure service that turns documents into usable data. Previously known as Azure Form Recognizer.
2,172 questions
asked 2025-08-06T19:59:00.56+00:00
Bogdan Pechounov
85
Reputation points
accepted 2025-08-07T12:33:06.12+00:00
Bogdan Pechounov
85
Reputation points
1 answer
Issue Encountered with Azure Document Intelligence Prebuilt Invoice Model (S0 Standard Tier)
I am currently utilizing the OCR feature of Azure Document Intelligence with the Prebuilt Invoice template model, and my pricing tier is set to S0 (Standard). However, today I encountered the attached error while processing a document. Could you please…
Azure AI Document Intelligence
Azure AI Document Intelligence
An Azure service that turns documents into usable data. Previously known as Azure Form Recognizer.
2,172 questions
asked 2025-08-07T09:37:12.39+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(262.40000000000003, 53%, 35%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EA%3C/text%3E%3C/svg%3E)
Azure
0
Reputation points
answered 2025-08-07T12:20:23.52+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(297.6, 93%, 38%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EAP%3C/text%3E%3C/svg%3E)
Aryan Parashar
150
Reputation points Microsoft External Staff
Moderator
1 answer
How to recognize copyright symbol © using pre-built layout model
When using the AI Document Intelligence service with the model prebuilt-layout, we are having issues recognising text containing the copyright symbol ©. Is there any possible solution(s) to fix/improve the accuracy for recognising this (and other)…
Azure AI Document Intelligence
Azure AI Document Intelligence
An Azure service that turns documents into usable data. Previously known as Azure Form Recognizer.
2,172 questions
asked 2025-06-30T09:48:13.0933333+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(147.20000000000002, 63%, 24%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ERG%3C/text%3E%3C/svg%3E)
Rafael Gomes
0
Reputation points
edited a comment 2025-08-07T09:43:50.6966667+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(12.8, 76%, 11%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EV%3C/text%3E%3C/svg%3E)
VarunTha
14,860
Reputation points Microsoft External Staff
Moderator
1 answer
How to get custom model metrics?
Helllo, we are training custom classification and field exraction models in Document Intelligence Studio. We need to see the metrics (e.g. accuracy, precision, recall, F1, confusion matrix) of the newly trained model to decide whether we can apply it or…
Azure AI Document Intelligence
Azure AI Document Intelligence
An Azure service that turns documents into usable data. Previously known as Azure Form Recognizer.
2,172 questions
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(0, 38%, 10%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EAR%3C/text%3E%3C/svg%3E)
1 answer
Confirmation on Azure Document Analysis Prebuilt Invoice Model Limitations
Is it confirmed that the Azure Document Analysis Prebuilt Invoice Model only processes tables on the first page? Although the behavior is inconsistent, there are invoices where the table with invoice items spans across pages that are not processed as…
Azure AI Document Intelligence
Azure AI Document Intelligence
An Azure service that turns documents into usable data. Previously known as Azure Form Recognizer.
2,172 questions
asked 2025-08-01T14:46:42.9433333+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(195.2, 91%, 28%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EMJ%3C/text%3E%3C/svg%3E)
Michel Jonker
26
Reputation points
commented 2025-08-06T23:54:33.84+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(35.2, 74%, 13%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EDG%3C/text%3E%3C/svg%3E)
Divyesh Govaerdhanan
8,340
Reputation points
1 answer
Azure document intelligence (OCR) is not stable? How to fix or set a random seed?
Hi everyone, I am using this service (AI Document Intelligence) for OCR task. I used prebuilt invoice model. I find the automatic table detection feature of this service quite good. Many times it helps the results become clearer. However, yesterday I…
Azure AI Document Intelligence
Azure AI Document Intelligence
An Azure service that turns documents into usable data. Previously known as Azure Form Recognizer.
2,172 questions
asked 2025-07-29T06:49:44.7266667+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(140.8, 42%, 23%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EHN%3C/text%3E%3C/svg%3E)
Huỳnh Hoàng Huy
0
Reputation points
answered 2025-08-06T08:44:12.1433333+00:00
Aryan Parashar
150
Reputation points Microsoft External Staff
Moderator
1 answer
Batch analyse is slow and seems to not generate PDF with OCR
Hi, We are trying to use Document Intelligence Batch Analyze in our document OCR workflow. But we were unable to use the PDF generation feature on this option we tried the following C# code so that it would be created. string MODEL_ID =…
Azure AI Document Intelligence
Azure AI Document Intelligence
An Azure service that turns documents into usable data. Previously known as Azure Form Recognizer.
2,172 questions
asked 2025-06-30T11:31:38.7566667+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(67.2, 79%, 16%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EPO%3C/text%3E%3C/svg%3E)
Pedro Oliveira
0
Reputation points
commented 2025-08-04T03:21:30.9733333+00:00
Manas Mohanty
8,150
Reputation points Microsoft External Staff
Moderator
1 answer
503 Service Unavailable - Document Intelligence
Apologize in advance if the child tag is incorrect, couldn't find the right one. My custom classifier deployment in East US has been returning consistent 503 Service Unavailable and no healthy upstream responses since this morning. This is reproducible…
Azure AI Document Intelligence
Azure AI Document Intelligence
An Azure service that turns documents into usable data. Previously known as Azure Form Recognizer.
2,172 questions
asked 2025-07-01T18:40:32.4766667+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(160, 26%, 25%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ES%3C/text%3E%3C/svg%3E)
Slim
0
Reputation points
edited a comment 2025-08-05T02:57:49.84+00:00
Manas Mohanty
8,150
Reputation points Microsoft External Staff
Moderator
1 answer
Azure AI Document Intelligence - Studio finds key-value pairs, but code has keyValuePairs as None - how do I enable this?
I have a bunch of files with the same format from which I'm trying to extract key:value pairs in batch. It appears that in the document intelligence studio I have to do this for every document separately, which is not feasible given the number of…
Azure AI Document Intelligence
Azure AI Document Intelligence
An Azure service that turns documents into usable data. Previously known as Azure Form Recognizer.
2,172 questions
asked 2025-07-23T14:18:08.06+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(57.599999999999994, 34%, 15%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EDC%3C/text%3E%3C/svg%3E)
Daniel Cruz
0
Reputation points
answered 2025-08-05T09:14:05.1466667+00:00
Aryan Parashar
150
Reputation points Microsoft External Staff
Moderator
1 answer
Authentication Error: interaction_required Failed to initialize authentication with below error. Please try again or contact support. Error details: AADSTS5000224:
Getting this error, after creating the resource in document intelligence Authentication Error: interaction_required Failed to initialize authentication with below error. Please try again or contact support. Error details: AADSTS5000224: We are sorry,…
Azure AI Document Intelligence
Azure AI Document Intelligence
An Azure service that turns documents into usable data. Previously known as Azure Form Recognizer.
2,172 questions
asked 2025-07-23T17:26:20.8533333+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(86.4, 37%, 18%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EGV%3C/text%3E%3C/svg%3E)
Ganesh Venkataramanan
0
Reputation points
commented 2025-08-05T09:28:29.87+00:00
Aryan Parashar
150
Reputation points Microsoft External Staff
Moderator
1 answer
Internal Server Error when running Azure DI Layout with High Resolution+Style with Markdown output
Hi! Using PDF document with quite a lot of text, I've noticed that I'm consistently getting a InternalServerError during analysis. Only way to go through is to either change the output format back to text, or to remove one of the two feature flag. …
Azure AI Document Intelligence
Azure AI Document Intelligence
An Azure service that turns documents into usable data. Previously known as Azure Form Recognizer.
2,172 questions
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(80, 81%, 17%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EN%3C/text%3E%3C/svg%3E)
1 answer
how do I add multiple drawing box to label missed item number on a drawing using custom extraction model
I am trying to extract Item numbers on an exploded drawing. Most of the numbers are recognised so I can assign them to a field. But there are some item numbers that are not recognised. it I draw a bounding box around one of the missed numbers it only…
Azure AI Document Intelligence
Azure AI Document Intelligence
An Azure service that turns documents into usable data. Previously known as Azure Form Recognizer.
2,172 questions
asked 2025-08-03T23:43:01.4966667+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(9.6, 99%, 10%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EKA%3C/text%3E%3C/svg%3E)
Kimberley Attwell
0
Reputation points
answered 2025-08-04T08:50:48.25+00:00
Alex Burlachenko
13,330
Reputation points
Volunteer Moderator
0 answers
Azure Document Intelligence: Group multiple checkbox responses to a single question
I am able to extract individual checkbox value using Azure Document Intelligence: Is there any way I can define a field (e.g. Languages) and get selected checkbox values (e.g. in this case English and Latin)? My form contains multiple questions in this…
Azure AI Document Intelligence
Azure AI Document Intelligence
An Azure service that turns documents into usable data. Previously known as Azure Form Recognizer.
2,172 questions
asked 2025-08-05T10:37:36.8633333+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(147.20000000000002, 57.99999999999999%, 24%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EMK%3C/text%3E%3C/svg%3E)
Maitreya Kapasi
0
Reputation points
edited the question 2025-08-05T12:34:32.6066667+00:00
Maitreya Kapasi
0
Reputation points
0 answers
Custom extraction model will not "auto label" table items (line items ). What's causing this?
I noticed in my labeling and model analysis tests the document's table items are not being auto labeled by the model. I can label them manually, for now, but before I did not have to. I only modified the labels the model completed they were incorrect.…
Azure AI Document Intelligence
Azure AI Document Intelligence
An Azure service that turns documents into usable data. Previously known as Azure Form Recognizer.
2,172 questions
asked 2025-08-05T20:09:26.7366667+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(220.8, 75%, 31%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EBB%3C/text%3E%3C/svg%3E)
Becky Burgess
0
Reputation points
asked 2025-08-05T20:09:26.7366667+00:00
Becky Burgess
0
Reputation points