Do prebuilt models in Document Intelligence change over time?

Question

With the same version of SDK the version of API stays the same, right? So assuming that we are using same SDK, is it so that the parsing results for same document will stay the same over time? Or can they change?

Answer 1

Hello Artem,

Welcome to the Microsoft Q&A and thank you for posting your questions here.

Regarding your questions:

is it so that the parsing results for same document will stay the same over time?

Using the same SDK and API version generally ensures that parsing results for the same document remain consistent over time. However, variations can occur due to factors like document quality and service updates.

Or can they change in Azure AI Document Intelligence?

Yes, parsing results can change in Azure AI Document Intelligence due to updates in the underlying models or service infrastructure.

Do prebuilt models in Document Intelligence change over time?

Prebuilt models in Document Intelligence do change over time as they are updated and improved to enhance accuracy and performance.

With all said above, there are a few factors that might cause variations, three of them are provided in the links for more details:

• https://learn.microsoft.com/en-us/azure/ai-services/document-intelligence/concept-analyze-document-response?view=doc-intel-4.0.0
• https://learn.microsoft.com/en-us/azure/architecture/ai-ml/architecture/automate-document-processing-azure-form-recognizer
• https://robkerr.ai/fabric-azure-ai-document-intelligence-w2

I hope this is helpful! Do not hesitate to let me know if you have any other questions.

** Please don't forget to close up the thread here by upvoting and accept it as an answer if it is helpful ** so that others in the community facing similar issues can easily find the solution.

Best Regards,

Sina Salam