Solution · Maintenance
End unplanned downtime for good
The maintenance agent watches every asset in real time, forecasts failures days ahead, and schedules the fix into a window that costs you nothing in production.
−50%
unplanned downtime (McKinsey range)
−40%
maintenance cost reduction
+20%
asset lifespan extension
62h
typical failure forecast lead time
What it does
Condition-based, not calendar-based
Stop replacing parts that are fine and stop being surprised by parts that aren't. The agent reasons over vibration, temperature, current draw and run-hours to act exactly when it matters.
- ✓Forecasts remaining useful life per asset
- ✓Auto-opens work orders and reserves parts
- ✓Books repairs into low-demand windows
- ✓Explains every prediction with the signal trace
[asset-health] MOTOR-12 current draw +14%, temp +9°C
→ RUL est. 3.1 days (conf 0.88)
→ act WO #51002 opened · part reserved · tech assigned
✓ booked Sunday 02:00 window — 0 production impact
How teams use it
Rotating equipment
Motors, pumps, compressors and presses monitored continuously for early wear.
CNC & machining
Tool-wear and spindle-health agents prevent scrap and surprise stops.
Conveyors & lines
Catch belt, gearbox and bearing issues before they cascade into a full stop.
Put a maintenance agent on your worst asset
Pick the machine that hurts most. We'll deploy an agent on its real signals and show the forecast in two weeks.