Detect gifting intent from checkout notes

Judges: One order note. Questions: noul:is_gift; noul:wants_surprise_hidden_price. Action: Suppress prices on packing slip; offer gift wrap.

CA clean typed decision with low volume or low value, or too vague to act on.3.24

Key facts

Vertical
E-commerce & retail
Function
E-commerce ops
Status
Idea
Volume
occasional
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 “Detect gifting intent from checkout notes”?",
  "input": "<input to classify>",
  "output": "one label from a fixed list"
}

Related use cases

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