Features
Everything you need to stop appliance failures before they start.
Predictive Failure Detection
VibeSentry doesn't just tell you something is vibrating — it tells you what's failing and when. Our ML models identify specific failure modes: bearing wear, motor imbalance, loose mounts, belt degradation, and pump cavitation.
Remaining Useful Life Estimates
Based on fleet-wide degradation trajectories, VibeSentry estimates how much operational life your appliance has left. Plan repairs on your schedule — not in an emergency at 10 PM on a Sunday.
Progressive Alert System
Alerts escalate naturally as degradation progresses:
Early deviation from baseline detected. No action needed yet.
Degradation pattern confirmed. Start planning repair/replacement.
Trajectory matches known failure patterns. Schedule service now.
Fleet Intelligence
Every VibeSentry sensor contributes to a growing dataset of appliance vibration trajectories. When your Samsung washer's vibration pattern matches dozens of other Samsung washers that failed 3 months later, we can tell you with confidence what's coming. The network gets smarter with every sensor deployed.
Appliance Health Score
Each monitored appliance gets a 0–100 health score derived from vibration features, degradation trajectory, and remaining useful life. At a glance, see which appliances need attention and which are running smoothly.
12-Month Local History
The hub stores a full year of vibration data locally — even without a cloud subscription. Review trends, see seasonal patterns (HVAC cycles), and maintain a record of your appliance health over time.
Energy Efficiency Tracking
Pro+
Vibration changes often correlate with energy efficiency changes. A washing machine with worn bearings draws more power. VibeSentry's Pro+ tier tracks these patterns and estimates the energy cost of delaying repairs.
Insurance Integration
Pro+
Share your Household Equipment Health Score with participating insurance carriers for potential premium discounts — similar to how Progressive Snapshot works for auto insurance. Proactive monitoring demonstrates lower risk.