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KPIs that make vision AI measurable
Detections don’t win budgets. Outcomes do. Here’s how teams quantify impact.
The easiest way to lose support is to report “accuracy” while stakeholders ask about operational outcomes. Choose KPIs that map to action and cost.
Three KPI categories
1) Response
- Time-to-notify
- Time-to-acknowledge
- Time-to-resolve
2) Compliance
- PPE compliance rate
- Restricted-zone violations per shift
- Repeat offender patterns
3) Efficiency
- Review throughput (events/hour)
- False-positive rate by zone
- Manager time saved
What “good” looks like
A good KPI set is explainable to executives and actionable for operators. If a metric can’t change a decision, drop it.