Azure AI Foundry – Can I schedule automatic retraining for a custom model?
I’ve deployed a custom text classification model in Azure AI Foundry, and it works well. However, my dataset gets updated frequently, and I want the model to retrain automatically on a schedule without manual intervention. Is there a supported way in…
Azure AI Document Intelligence
How to create a perfect searchable PDF from Azure Document Intelligence JSON when letters have irregular spacing?
I'm working on a project where I need to create a searchable PDF from a scanned document. My workflow is: Take a scanned PDF (image only). Send it to Azure Document Intelligence (prebuilt-read model). Crucially, I must use the JSON output that gives…
Azure AI Document Intelligence
How can I resolve 500 internal server error after batch processing? Am I being billed for the documents that fail to be processed?
I am using batch processing with a custom extraction model. The API version is '2024-11-30' and all of the documents are around 100 kilobytes. The documentation says that the maximum amount of documents that the batch can process at a time is 10,000…
Azure AI Document Intelligence
Running/training Document Intelligence Custom Layout model on-prem
Hello, I was just hoping to get some clarity on the functionality of the Document intelligence custom layout model. From what I understand, it's trained in the cloud (no on-prem option), but can the custom model be deployed on-prem following training?…
Azure AI Document Intelligence
Are Custom models are supported by Document Intelligence v3.1 containers?
Hi Microsoft Support, Can you please advise the status of Azure Document Intelligence v3.1 Container support for Custom Models? According to this page…
Azure AI Document Intelligence
Getting 404 error when trying to access custom classification model in new Document Intelligence Studio
I've created a custom classification model in the new Azure Document Intelligence Studio and I have trained it with my relevant documents. I am now trying to access this trained model in my c# service but I am getting a 404 resource not found when using…
Azure AI Document Intelligence
Large variation in processing time for the same document – Azure Document Intelligence (Standard tier)
Hello, We are using the Azure Document Intelligence service (Standard pricing tier) and we’ve observed significant variations in processing time for the same document when calling the API multiple times in a short period. For example: Sometimes the same…
Azure AI Document Intelligence
Document Intelligence generates an Authorization Mismatch error when creating a project.
On creation of a Custom Extraction Model Document Intelligence Project in Document Intelligence studio, when creation of the project occurs it generates an error of AuthorizationPermissionMismatch. System Managed Identity is used in Document Intelligence…
Azure AI Document Intelligence
Issues with Signature Detection in Azure AI Document Intelligence Studio's Custom Neural Models
I'm encountering challenges with signature detection while training custom neural models in Azure AI Document Intelligence Studio. Despite following the recommended procedures, the models fail to recognize signature fields during analysis. Here's an…
Azure AI Document Intelligence
How is Azure Document Intelligence priced
How is Azure Document Intelligence priced, what are the modules and what is the subscription to process 50,000 pages per year.
Azure AI Document Intelligence
Optimizing requests to Azure Document Intelligence (prebuild-receipt model)
Hi, I have a pretty standard use case for the Document Intelligence AI, in that I want to parse table data (like the cost items with their price and quantity, restaurant name, date, total sum) from receipts. Currently the request is taking around 6-7…
Azure AI Document Intelligence
Full PDF Not Being Extracted (Large Handwritten Scanned Lab Notebooks)
I am currently working on a universal document text extractor. The goal is that there are a ton of files, papers, etc, backed up that need to be able to be searched efficiently instead of manually going through them all when something is needed out of…
Azure AI Document Intelligence
Issues with Azure recognizing which row text corresponds to in table fields
Hello, one of our project involves using a custom model to extract data from tables on scans. Typically, this works well and the model is able to correctly associate the text for a field within a given row. But with some documents the model fails to…
Azure AI Document Intelligence
Issue with DocIntelligence pricing tier
Hello Experts, I have subscribed to a ReadCT web commitment tier for 250K monthly transactions. Even though I have only processed 17K pages, my billing already shows a cost over the commitment price. How come? Are transactions different from pages?…
Azure AI Document Intelligence
Long latency on Azure Document Intelligence prebuilt-invoice model
Hi, I’ve started exploring the prebuilt-invoice solution using the @azure-rest/ai-document-intelligence library from Node.js and noticed that processing both JPEG and PDF files takes quite a long time. The total time for uploading the stream and…
Azure AI Document Intelligence
Speed of custom extraction models compared to prebuilt models
For a document with 13 pages, the model "prebuilt-layout" takes about 12 seconds to analyze it. However, with a custom extraction model, it can take between 2 and 4 minutes. Is this normal? (Are less ressources and instances allocated to custom…
Azure AI Document Intelligence
Azure Document Intelligence - Automating Monthly Invoice Extraction from Yearly PDFs
Extracting invoice data from multi-page yearly PDFs—where each set of pages corresponds to a different month. The PDF can have images. Is there a better option than Split pdf based on fixed page numbers and send to Document Intelligence. The challenge…
Azure AI Document Intelligence
Azure Document Intelligence prebuilt-layout not working on some HTML documents
We use the Azure AI Document Intelligence layout models on PDF documents without any issues.However when we try to run layout on HTML files the analyser often returns an error. I have narrowed the cause down to uneven tables in HTML docs. The following…
Azure AI Document Intelligence
CheckBoxes not recognized
Using Doc Studio I am able to train for AM or PM checkboxes. See first screenshot. Yet when I run test (or use the API) the field does not appear. Second screen shot. I've even tried testing with the same doc's I used for training. Please…
Azure AI Document Intelligence
Azure Form Recoznizer Service is Down - Facing Server ERROR 5xx
Facing this issue. Azure form reconizer service is down. Error processing document: Error processing document: Traceback (most recent call last): File "/app/realestate_docai/src/services/pipeline.py", line 1393, in…