What is Document Intelligence Studio?
Document Intelligence Studio is an online tool to visually explore, understand, train, and integrate features from the Document Intelligence service into your applications. The studio provides a platform for you to experiment with the different Document Intelligence models and sample returned data in an interactive manner without the need to write code.
The studio supports Document Intelligence v3.0 models and v3.0 model training. Previously trained v2.1 models with labeled data are supported, but not v2.1 model training. Refer to the REST API migration guide for detailed information about migrating from v2.1 to v3.0.
Get started using Document Intelligence Studio
To use Document Intelligence Studio, you need the following assets:
Azure subscription - Create one for free.
Azure AI services or Document Intelligence resource. Once you have your Azure subscription, create a single-service or multi-service resource, in the Azure portal to get your key and endpoint. Use the free pricing tier (
F0) to try the service, and upgrade later to a paid tier for production.
Navigate to the Document Intelligence Studio. If it's your first time logging in, a popup window appears prompting you to configure your service resource. You have two options:
a. Access by Resource.
- Choose your existing subscription.
- Select an existing resource group within your subscription or create a new one.
- Select your existing Document Intelligence or Azure AI services resource.
b. Access by API endpoint and key.
- Retrieve your endpoint and key from the Azure portal.
- Go to the overview page for your resource and select Keys and Endpoint from the left navigation bar.
- Enter the values in the appropriate fields.
Once you've completed configuring your resource, you're able to try the different models offered by Document Intelligence Studio. From the front page, select any Document Intelligence model to try using with a no-code approach.
To learn more about each model, see concept pages.
|Model type||Model name|
|Document analysis models||● Read OCR
● Layout analysis
● General document (deprecated 2023-10-31-preview)
|Prebuilt models||● Health insurance card
● W-2 form
● US 1098 tax form
● US 1098-E tax form
● US 1098-T tax form
● Identity (ID) document
● Business card (deprecated 2023-10-31-preview)
|Custom models||● Custom model overview
● Extraction models
￮ Custom template
￮ Custom neural
● Classifier model
￮ Custom classifier
● Composed model
Manage your resource
To view resource details such as name and pricing tier, select the Settings icon in the top-right corner of the Document Intelligence Studio home page and select the Resource tab. If you have access to other resources, you can switch resources as well.
With Document Intelligence, you can quickly automate your data processing in applications and workflows, easily enhance data-driven strategies, and skillfully enrich document search capabilities.