Judge whether a form asks for unnecessary information

Judges: A form field label and the page's primary conversion goal. Questions: choice:necessity - required_for_booking, useful_not_required, unnecessary_friction, sensitive_phi_risk. Action: Code recommends removing or deferring unnecessary_friction fields and flags PHI-risk field

BA clean typed decision with either high volume or major value.3.99

Key facts

Vertical
Cross-industry
Function
Personalization & CRO
Status
Idea
Volume
occasional
Value
major
Risk
moderate
Evidence
—
Flags
None

Build this with a classifier

Define a typed decision with a bounded answer, then evaluate it on examples.

{
  "decision_type": "choice",
  "question": "Does this input match the decision in “Judge whether a form asks for unnecessary information”?",
  "input": "<input to classify>",
  "output": "one label from a fixed list"
}

Related use cases

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