
Validating AI Anomaly Detection for Roadway Assets
AI anomaly detection for streetlights should be validated against a documented baseline and field-confirmed conditions, not judged by the number of alerts a system produces. For a city or transportation agency, the useful question is whether alerts help the operations team find, assess, and resolve defined asset conditions with an acceptable level of error.

