Planned work is dropping, reactive work is rising, and nobody can prove why
Without good data quality and consistent failure-coding, the trend in the KPIs is the only signal. We instrument the platform with MaxIron Sentinel so the journey from work request to close-out is visible at every step, and use AI Smart Data on the failure-code long tail.