Use the category classification prebuilt model in Power Automate

  1. Sign in to Power Automate.

  2. Select My flows in the left pane, and then select New flow > Instant cloud flow.

  3. Name your flow, select Manually trigger a flow under Choose how to trigger this flow, and then select Create.

  4. Expand Manually trigger a flow, and then select +Add an input > Text as the input type.

  5. Replace Input with My Text (also known as the title).

  6. Select + New step > AI Builder, and then select Classify text into categories with the standard model in the list of actions.

  7. Select the language in the Language input and specify the My Text column from the trigger in the Text input.

    Select model content.

  8. In the successive actions, you can use any columns and tables extracted by the AI Builder model. The following example, saves each inferred Classification and Confidence score into a SharePoint list.

    Category classification prebuilt flow example.

Congratulations! You've created a flow that uses an AI Builder prebuilt category classification model. Select Save on the top right and then select Test to try out your flow.



Name Required Type Description Values
Text Yes string Text to analyze Text sentences
Language Yes string Language of the text to analyze List of predefined languages or language code (ex.: "en", "fr", "zh_chs", "ru")

Congratulations! You've created a flow that uses a prebuilt category classification AI Builder model. Select Save on the top right, and then select Test to try out your flow.


Name Type Description Values
Classification string Entity identified Issues, compliment, customer service, documentation, price & billing, staff
Confidence score float How confident the model is in its prediction Value in the range of 0 to 1. Values close to 1 indicate greater confidence that the extracted value is accurate

See also