Gifts and entertainment request approval triage

Judges: one gift-register entry description. Questions: score:risk - lavish or influence-seeking?; noul:recipient_decision_maker - recipient has purchasing power?. Action: Low risk auto-approved under cap; others to compliance.

CA clean typed decision with low volume or low value, or too vague to act on.3.87

Key facts

Vertical
Cross-industry
Function
Legal & finance
Status
Idea
Volume
occasional
Value
meaningful
Risk
high
Evidence
—
Flags
human-review

Build this with a classifier

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

{
  "decision_type": "yes_no",
  "question": "Does this input match the decision in “Gifts and entertainment request approval triage”?",
  "input": "<input to classify>",
  "output": "yes | no"
}

Related use cases

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