Audit finding duplicate and theme clustering
Judges: one pair of audit findings. Questions: choice:relation - duplicate|same_root_cause|related|distinct. Action: Merge duplicates; build root cause themes.
CA clean typed decision with low volume or low value, or too vague to act on.3.41
Key facts
- Vertical
- Cross-industry
- Function
- Legal & finance
- 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 “Audit finding duplicate and theme clustering”?",
"input": "<input to classify>",
"output": "one label from a fixed list"
}Related use cases
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