Workflow Web In the workflow section, you can:
  • Trigger automatic document intake from different sources
  • Edit your data extraction AI model
  • Add custom validation and business logic
  • Route low-confidence predictions for manual review
  • Export transformed data to your systems automatically

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How workflows work

A Workflow in Cradl AI is made up of nodes. Each node represents an action your documents go through — like model predictions, validation checks, or human review. Here’s a typical Workflow:
  1. Document upload
    Upload documents via the API, dashboard, or integrations.
  2. Prediction
    Run your trained extraction model to process the document.
  3. Validation
    Apply field-level validators or confidence thresholds.
  4. Manual review
    If validation fails, send the document to a human reviewer using Cradl AI’s built-in review UI.
  5. Export
    Once validated, send the structured data to your target system via webhooks or direct integrations.