A utility’s operational truth lives in several places at once: the asset registry, the work-management system, the historian, and the field crew’s knowledge of what is actually bolted to the pole. Keeping these aligned is a standing manual workload, and misalignment surfaces at the worst moments, during an outage or an audit.
Regulated reporting compounds it. Reliability indices, environmental submissions and rate-case exhibits are assembled from the same operational data, by hand, on unforgiving calendars.