Proof Built for pilots that become standards
The right first deployment should answer a production question quickly, prove the economics, and become repeatable across machines, lines, and sites.
30-50%
less unplanned downtime
Typical reduction target when machine state, alerts, and predictive inputs are deployed together.
10-20%
OEE improvement
A realistic gain when teams can see true availability and act on bottlenecks during the shift.
6 mo
typical payback
Focused pilots are designed around a measurable line problem rather than a broad platform rollout.