solution: OEE Performance Monitoring & Asset Optimization

Make performance visible. Improve it continuously.

Manufacturing and industrial operations struggle to understand the true drivers of performance loss due to fragmented production, quality, and downtime data. Without a unified view of OEE, leaders lack the insight needed to reduce cycle-time losses, eliminate bottlenecks, and improve asset utilization.

  • Production, quality, and downtime data are spread across SCADA, MES, PLCs, and operator logs.
  • Limited visibility into micro-stoppages, slow cycles, and chronic performance losses.
  • Inconsistent OEE calculations across plants or production lines.
  • Reactive responses to production issues instead of predictive root-cause identification.
  • Inability to benchmark asset or line performance across facilities.

Frame delivers an OEE intelligence platform that unifies operational data into a centralized lakehouse and provides real-time visibility into performance, availability, and quality. The solution equips operations teams with automated OEE calculation, root-cause analytics, and AI-driven recommendations to maximize throughput and reduce losses.

  • Unified ingestion of SCADA, MES, PLC, and quality data into a Databricks lakehouse.
  • Automated OEE calculation across availability, performance, and quality dimensions.
  • Real-time dashboards highlighting bottlenecks, micro-stoppages, and throughput constraints.
  • AI-driven insights to identify chronic downtime patterns and inefficiencies.
  • Cross-site benchmarking to standardize OEE measurement and prioritize improvement actions.

Organizations that adopt predictive maintenance gain earlier visibility into degradation trends, reduce downtime, optimize maintenance planning, and improve asset reliability. The shift to predictive operations drives measurable savings and enhances safety.

  • Increased production throughput through elimination of hidden losses.
  • Reduction in micro-stoppages and slow-cycle events via targeted root-cause insights.
  • Standardized OEE reporting across sites for consistent operational decision-making.
  • Enhanced operator and supervisor visibility into real-time performance trends.
  • A scalable digital foundation enabling future AI and automation investments.
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