The Business Challenge
Machines Are Islands Until Something Breaks
On most shop floors, a machine's health is only known when someone walks the line or when it stops. Current draw, vibration, temperature and run hours all carry early warning signs — but without sensing on the equipment, those signs go unread until the line is already down.
Unplanned Downtime
A motor, bearing or pump fails without warning and production stops, because nothing was watching the early trend.
Vibration Drift Goes Unread
A bearing starts drifting toward failure days before it lets go — invisible without a continuous vibration trend to compare against.
No Floor-Wide OEE View
Each machine is its own island. There's no single dashboard showing availability, performance and quality across the floor.
Energy Waste Hides in Plain Sight
Without per-machine energy data, idle draw and inefficient cycles quietly add to the power bill unnoticed.
