Predictive Maintenance
Predictive Maintenance
Predictive maintenance only creates value when it changes outcomes on the ground: fewer unplanned stoppages, safer operations, and maintenance work that is planned rather than reactive. We build predictive maintenance systems that convert equipment signals into actionable risk, integrated into CMMS/EAM workflows with monitoring, governance, and measurable reliability gains.
15–30%
of maintenance spend is wasted on calendar-based work that does not reduce failure risk.20–40%
of unplanned downtime is driven by repeatable failure modes that can be detected earlier.30–55%
of condition data remains unused because it is not integrated into planning and work orders.