Selected work
Outcomes measured in downtime avoided and scrap not made.
Automotive
Global Automotive Tier 1 Supplier
-37%
Unplanned Downtime
2.1x
MTBF Increase
$1.4M
Annual Savings
Eliminating spindle collisions in a 24/7 CNC cell
Deployed a 48-node vibration and collision-detection mesh across 12 assembly lines running three shifts.
Read the case study →Aerospace
Aerospace Precision Group
-56%
Scrap Rate
-22%
Tool Cost / Part
+98%
First-Pass Yield
Cutting scrap on titanium aerospace machining
Acoustic emission monitoring paired with tool-cycle fingerprinting on a fleet of 5-axis mills producing structural titanium parts.
Read the case study →Renewable Energy
Nordic Wind Systems
2
Failures Averted
8-12 wk
Advance Warning
0
Emergency Swaps
Predicting gearbox failure across a 60-turbine fleet
Long-term spectral vibration monitoring on wind turbine gearboxes with a daisy-chained sensor architecture to keep cable runs practical at scale.
Read the case study →