I built an AI system that detects refund fraud for Shopify & Amazon ...

Thread title names a repeated moderation safety judgment: I built an AI system that detects refund fraud for Shopify & Amazon ...

CA clean typed decision with low volume or low value, or too vague to act on.3.02

Key facts

Vertical
E-commerce & retail
Function
E-commerce ops
Status
Seen in the wild
Volume
occasional
Value
meaningful
Risk
moderate
Evidence
built and shown
Flags
None

Source: https://www.reddit.com/r/n8n/comments/1t8ouqi/i_built_an_ai_system_that_detects_refund_fraud/

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 “I built an AI system that detects refund fraud for Shopify & Amazon ...”?",
  "input": "<input to classify>",
  "output": "one label from a fixed list"
}

Related use cases

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