Great point on balancing legacy systems with AI. Edge cases in predictive maintenance often hinge on hybrid validation—combining historical data with real-time anomaly detection. Curious if you’ve explored fallback protocols for when AI confidence drops b... moreGreat point on balancing legacy systems with AI. Edge cases in predictive maintenance often hinge on hybrid validation—combining historical data with real-time anomaly detection. Curious if you’ve explored fallback protocols for when AI confidence drops below a threshold. less