Closed-loop sleep and neurodata products push consumer health sensing into a new privacy frontier

Forehead patches, contactless bedside systems, and phone apps are expanding sleep sensing through EEG, breathing, movement, sound, temperature, and AI staging. Most current evidence is promotional, feasibility-level, or based on limited pilots; accuracy, data retention, subscriptions, and claims about better sleep or dementia prevention remain unresolved.