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Train and publish your document processing model

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After you create your document processing model, you can train, test, and publish it to make it available.

Train and validate your model

  1. Select Next to check your selected form fields. If everything looks good, select Train to train your model.

  2. When training is completed, select Go to Details page on the Training complete screen.

Quick-test your model

  1. On the details page, select Quick test.

  2. You can either drag a document or select Upload from my device to upload your test file. The quick test should only take a few seconds before displaying the results.

  3. Select Start over to run another test, or Close if you're finished.

Troubleshooting tips

If you have trouble training your model, try these suggestions:

Publish your model

If you're happy with your model, you can select Publish to publish it. When publishing is complete, your model is promoted as Published and is ready to be used. More information: Publish your model in AI Builder

After publishing your form-processing model, you can use it in a Power Apps canvas app or in Power Automate.

Limitations

  • Calls made per environment across document processing models, including prebuilt models like receipt processing and invoice processing, are limited to 360 calls per 60 seconds.

  • If file processing exceeds 90 seconds during a quick test, you encounter a 408 - Dependency Timeout error. The reason is that the quick test is designed with a 90-second time-out limit. To ensure smooth testing, use files with fewer pages and a smaller size. For larger files, we recommend that you create a Power Automate flow to validate them. The Power Automate flow uses the Predict operation, which offers a 60-minute time-out. This makes it ideal for testing large files efficiently.