palaniappan p10 min
AWS IoT SiteWise Native Anomaly Detection for Predictive Maintenance
SiteWise multivariate anomaly detection (GA July 2025) is the Lookout for Equipment exit ramp before the 2026-10-07 sunset. July 2026 refresh — when native ML fits, when SageMaker still wins.