Qualification score threshold

Set confidence-based thresholds for automatic vs. manual review routing of classified items.

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.4.37

Key facts

Vertical
Cross-industry
Function
Agents & dev
Status
Seen in the wild
Volume
routine
Value
major
Risk
moderate
Evidence
described plan
Flags
check-fit

Source: https://innfactory.ai/en/blog/jev-system-one-model-classifier-not-llm/

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 “Qualification score threshold”?",
  "input": "<input to classify>",
  "output": "one label from a fixed list"
}

Related use cases

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