Top 10 Best Manufacturing Process Monitoring Software of 2026

Plex Smart Manufacturing Platform is a cloud-native MES solution that provides comprehensive real-time monitoring of manufacturing processes, including production tracking, quality control, and downtime analysis. It integrates ERP, supply chain, and analytics into a single platform, enabling manufacturers to achieve end-to-end visibility and data-driven decision-making. Designed for scalability, Plex helps optimize operations across multiple plants with IoT connectivity and AI-powered insights.

Tulip (tulip.co) is a no-code platform designed for manufacturing digital transformation, enabling users to build custom apps for real-time process monitoring, data collection, and workflow orchestration on the shop floor. It excels in capturing operator inputs, machine data, and IoT signals to track key metrics like OEE, quality yields, downtime, and traceability without requiring traditional coding. Deployable on edge devices, Tulip provides actionable insights through dashboards and integrates with ERP, PLM, and other enterprise systems for end-to-end visibility.

MachineMetrics is a cloud-based manufacturing operations platform that delivers real-time machine monitoring and analytics by connecting directly to CNC machines, robots, and other equipment via plug-and-play Edge devices. It tracks critical metrics like OEE, downtime, cycle times, and throughput, providing actionable insights through customizable dashboards and alerts. The software enables manufacturers to optimize processes, reduce waste, and improve overall productivity with features like predictive maintenance signals and production scheduling integration.

SAP Digital Manufacturing is a cloud-based Manufacturing Execution System (MES) that delivers real-time visibility and control over shop floor operations, enabling precise process monitoring, execution, and optimization. It integrates IoT sensors, machine data, and ERP systems like SAP S/4HANA to track KPIs, detect deviations, and provide actionable analytics for discrete and process manufacturing. The solution supports quality management, performance analysis, and predictive maintenance to drive efficiency and compliance.

Epicor MES is a comprehensive Manufacturing Execution System that delivers real-time monitoring and control of shop floor operations, including production tracking, quality management, and resource optimization. Integrated tightly with the Epicor ERP platform, it provides visibility into key metrics like OEE, downtime, and yields through intuitive dashboards and analytics. Designed for discrete, process, and mixed-mode manufacturing, it supports data collection from machines, operators, and IoT devices for informed decision-making.

Rockwell FactoryTalk ProductionCentre is a robust manufacturing execution system (MES) suite from Rockwell Automation focused on production performance management. It collects real-time data from shop floor devices, monitors key processes, and delivers analytics for OEE, downtime, and throughput optimization. The software integrates seamlessly with Rockwell's FactoryTalk ecosystem, enabling comprehensive visibility and control over manufacturing operations.

PTC ThingWorx is an industrial IoT platform tailored for manufacturing process monitoring, enabling real-time data ingestion from machines, sensors, and production lines for comprehensive visibility into operations. It offers advanced analytics, predictive maintenance, and custom dashboards via its low-code Composer tool, helping optimize processes, reduce downtime, and improve OEE. Integrated with PTC's ecosystem including CAD and AR, it supports digital twins for simulating and monitoring complex manufacturing environments.

Ignition by Inductive Automation is a modular SCADA, HMI, IIoT, and MES platform tailored for real-time manufacturing process monitoring, data acquisition, visualization, and control. It excels in connecting to PLCs, sensors, and databases across diverse industrial environments, offering unlimited tags, clients, and screens without per-point licensing fees. Users can build responsive web-based HMIs, implement alarming, reporting, and analytics, making it ideal for scalable factory floor monitoring and optimization.

Sight Machine is an AI-powered manufacturing analytics platform that collects and analyzes real-time data from machines, sensors, and production lines to monitor processes and drive operational improvements. It provides deep insights into yield, quality, downtime, and efficiency through advanced machine learning models and intuitive dashboards. The software excels in complex manufacturing environments, enabling predictive maintenance, anomaly detection, and process optimization for large-scale operations.

Prodsmart is a cloud-based Manufacturing Execution System (MES) designed for real-time shop floor monitoring and process optimization in small to medium-sized manufacturers. It captures production data via mobile devices, tracks OEE, manages quality control, and provides full traceability without requiring additional hardware. The platform enables paperless operations, downtime analysis, and performance dashboards to drive efficiency and compliance.