About Featured Expert: MachineMetrics

MachineMetrics are industry experts in intelligent manufacturing execution systems, universal machine connectivity, production intelligence and real-time shop-floor data for discrete manufacturing. The company’s AI-powered Intelligent MES is built around data collected directly from machines, operators and business systems. Rather than relying primarily on delayed or manually entered production records, the platform connects equipment activity with work orders, parts, operations, schedules and ERP context. This provides a continuously updated record of machine status, job progress, downtime, production quantities and work in process.

MachineMetrics supports automated production monitoring, OEE analysis, downtime tracking, work-order management and scheduling intelligence. Its edge platform can connect equipment across different manufacturers, models, controller types and generations, allowing production data from newer CNC systems and legacy assets to be normalized within a common environment.  The platform associates machine states and production events with the job or operation being MachineMetrics-Logo-Featured-Expert-Industrial-Automation-Monthlyperformed. Actual cycle times, setup periods, part counts, utilization, alarms and downtime reasons can therefore be evaluated against expected standards and scheduled requirements. Open APIs and ERP connectors allow this information to be synchronized with other manufacturing and business systems without duplicating shop-floor data entry.

MachineMetrics’ scheduling capabilities incorporate real-time machine conditions and work-order progress into the production schedule. Changes in equipment availability, job duration, downtime or capacity can be reflected against current production requirements, helping operations teams assess the effect of changing shop-floor conditions on work in process and delivery priorities. Its Manual Stations capability extends job tracking and scheduling beyond connected equipment to operator-driven processes such as assembly, inspection, packaging and material handling. Operators can record production, scrap, downtime and labor information through a common interface, allowing automated and manual stages to be represented across the same production routing.

The same machine-data foundation also supports condition monitoring and predictive maintenance applications. Equipment-performance data can be used to establish operating thresholds, identify emerging machine-health conditions and exchange information with maintenance systems.

MachineMetrics serves discrete manufacturing operations including precision machining, metal fabrication, automotive, aerospace and defense, medical device and heavy-equipment production. The company is based in Easthampton, Massachusetts. To learn more about MachineMetrics and its capabilities, please click here.

(Editor’s Note: All trademarks mentioned in this article, including company names, product names, and logos, are the property of their respective owners. Use of these trademarks is for informational purposes only and does not imply any endorsement.)

Molly Bakewell Chamberlin
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