Detect language preference from first message

Judges: first message. Questions: choice:language - en|es|zh|vi|other|unclear. Action: sets language flag and interpreter queue.

AA clean typed decision (yes/no, a pick from a list, or a level on a scale) that is concrete, repeats routinely, and has meaningful value.4.36

Key facts

Vertical
Cross-industry
Function
Support & CX
Status
Idea
Volume
routine
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 language preference from first message”?",
  "input": "<input to classify>",
  "output": "one label from a fixed list"
}

Related use cases

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