Predict field types

Predict field types

Uses AI to intelligently predict the most appropriate field type for each header in a schema-less import. This helps users quickly configure their data import by suggesting field types based on header names.

How it works:

• Provide an array of headers from the imported file
• AI analyzes each header name to determine the most likely data type
• Returns a mapping of header keys to predicted field types

Example predictions:

• "Cost", "Price", "Amount" → monetary
• "Phone", "Telephone", "Mobile" → phone
• "Active", "Enabled", "Is Valid" → checkbox
• "Birth Date", "Created At" → date
• Ambiguous headers → text (safe default)

Note: This endpoint never fails. If AI prediction fails or returns invalid data, all headers default to "text".

curl -X POST "https://api.ivandt.com/v1/intelligence/predict-field-types" \  -H "Content-Type: application/json" \  -d '{    "headers": [      {        "label": "string",        "key": "string"      }    ]  }'

{
  "predictions": {
    "property1": "dropdown",
    "property2": "dropdown"
  }
}