Pre-send guard on outbound email claims

Judges: One draft outbound email. Questions: noul:unapproved_claim - does it promise pricing, discounts, legal terms, or roadmap dates; noul:competitor_disparagement - does it attack a competitor. Action: Block send and show reason if either true with confidence>0.6.

STop tier. Meets A, and the payoff is major with high confidence.4.96

Key facts

Vertical: Cross-industry
Function: Email & CRM
Status: Idea
Volume: routine
Value: major
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 “Pre-send guard on outbound email claims”?",
  "input": "<input to classify>",
  "output": "yes | no"
}

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