Match consult inquiry to treatment menu

Judges: web form free-text 'what I want help with'. Questions: choice:service_interest - injectables|laser|skin_tightening|body|facials|hair_removal|other|insufficient_context. Action: pre-tags lead and picks the right consult template and coordinator.

AA clean typed decision (yes/no, a pick from a list, or a level on a scale) that is concrete, repeats routinely, and has meaningful value.4.33

Key facts

Vertical
Medical & aesthetic
Function
Health admin
Status
Idea
Volume
routine
Value
meaningful
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 “Match consult inquiry to treatment menu”?",
  "input": "<input to classify>",
  "output": "one label from a fixed list"
}

Related use cases

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