Embed predictive intelligence and prevent failure before it impacts production.
Problem Statement
Unplanned downtime and reactive maintenance directly erode EBITDA and service levels in high-mix electrical and aerospace manufacturing. Without unified asset telemetry and predictive capabilities, failures go undetected until they impact margin and backlog conversion.
What's holding you back
Unplanned downtime erodes EBITDA
Skilled labor constraints increase downtime exposure.
High product mix increases operational complexity
Siloed asset data prevents proactive maintenance and informed decision-making
What success looks like
10–20% reduction in unplanned downtime
5% OEE improvement
Reduced MTTR
Real-time operator dashboard adoption
Predictive alert workflow integrated with maintenance tickets
How evolv helps
Unifies asset telemetry layer across pilot plant with standardized downtime classification and OEE modeling
Embeds predictive alerts for top 3 failure modes directly at operator workstations enabling proactive intervention
Links OEE and cost per unit KPIs to operational-financial visibility ensuring executive alignment on margin impact