FlowsCards

AI Classification Card

Classify user input into predefined categories using AI

The AI Classification Card uses AI to analyze user input and classify it into one of your predefined categories, routing the flow to the matching branch.

AI Classification card configuration

Configuration

SettingDescription
System promptInstructions guiding how the AI should classify the input
CategoriesDefine classification categories as buttons — each creates an output branch

How It Works

  1. The card receives user input (text, image, audio, or video)
  2. The AI model analyzes the input using the system prompt as guidance
  3. It selects the best-matching category
  4. The flow branches to the corresponding category output

Categories

Define the categories the AI should classify into. Each category creates a separate output connection on the card, just like buttons:

  • Sales inquiry → Route to sales flow
  • Support request → Route to support agent
  • Billing question → Route to billing flow
  • General question → Route to FAQ

Add a Fallback category for inputs that don't match any defined category.

Connections

  • 1 input port — Receives execution
  • Multiple output ports — One per category, enabling branching by classification result
  • 1 error output — Triggers if the AI model fails or returns an unrecognized result

Use Cases

  • Intent detection — Route support vs. sales inquiries
  • Sentiment analysis — Detect customer satisfaction levels
  • Content moderation — Flag inappropriate content
  • Lead scoring — Classify lead quality
  • Topic routing — Direct conversations to specialized flows

Operations Cost

Depends on the AI model and input type.

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