IIoT Data Hygiene: How Clean Telemetry Improves Reliability
IIoT data hygiene is the set of operational practices that ensure telemetry remains accurate, timely, and trustworthy for monitoring and analytics. In the rush to connect assets, teams often overlook the quality of the data stream itself, leading to noisy alerts and unreliable models. This article focuses on practical actions Ops teams can implement with low risk and limited engineering effort.