Best Manufacturing Execution System (MES) Software

How Many Manufacturing Execution System (MES) Software Products Does G2 Track?

Total Products under this Category: 410

Category Stats (Sep 2026)

  • Average Rating: 4.41/5 The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Opcenter MOM (+1.73%) - Among all products in this category, Opcenter MOM recorded the largest rating increase compared to last month

Last updated: September 01, 2026

How Does G2 Rank Manufacturing Execution System (MES) Software Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 2,600+ Authentic Reviews
  • 410+ Products
  • Unbiased Rankings

G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category.

G2 Grid® for Manufacturing Execution System (MES) Software

G2 Grid® for Manufacturing Execution System (MES) Software plotting products by satisfaction and market presence

Highlighted products: SAP Digital Manufacturing, Kinetic, MasterControl Manufacturing Excellence, Opcenter MOM, Katana Cloud Inventory, Ignition, AMFG, and AGW.

Underlying data: [Grid® JSON](https://www.g2.com/categories/manufacturing-execution-system/grids.json?focus%5B%5D=sap-digital-manufacturing&focus%5B%5D=epicor-kinetic&focus%5B%5D=mastercontrol-manufacturing-excellence&focus%5B%5D=opcenter-mom&focus%5B%5D=katana-cloud-inventory&focus%5B%5D=inductive-automation-ignition&focus%5B%5D=amfg&focus%5B%5D=agw)

Sponsored

TrakSYS

TrakSYS MES is a manufacturing execution system (MES) software platform that helps manufacturers manage, monitor, and optimize production operations by connecting, contextualizing, and acting on real-time shop floor data. TrakSYS MES is designed for discrete, process, and hybrid manufacturing environments and is used by operations leaders, plant managers, engineers, and IT teams to improve visibility, control, and performance across production processes. The platform serves as a central hub for collecting data from machines, systems, and personnel, transforming that data into actionable insights, and enabling coordinated execution of workflows on the factory floor. The system supports a wide range of manufacturing use cases, including production tracking, quality management, inventory and materials management, equipment monitoring, and workforce coordination. TrakSYS is typically deployed as part of broader digital transformation initiatives, where organizations seek to standardize processes, improve efficiency, ensure compliance, and enable data-driven decision-making across one or more sites. TrakSYS is flexible in its deployment and configuration, allowing organizations to start with targeted use cases and expand over time. It can be implemented on-premises, in the cloud, or in hybrid environments, and supports integration with enterprise systems such as ERP, SCADA, IoT platforms, and data analytics tools. Key features and capabilities include: • Production and operations management: Tracks orders, materials, and production performance in real time to support throughput, scheduling, and execution visibility • Quality and compliance management: Enables in-process quality checks, data collection, traceability, and support for regulatory requirements • Connected worker enablement: Provides digital workflows, task management, and guided procedures to support frontline operations and workforce coordination • Data integration and contextualization: Connects to machines, sensors, and business systems to unify operational data into a structured, usable format • Analytics and reporting: Delivers dashboards, KPIs, and reporting tools to monitor performance metrics such as OEE, downtime, and yield • Scalability and multi-site support: Supports single-site and global deployments with capabilities for standardization and centralized management By combining data collection, workflow execution, and analytics within a single platform, TrakSYS MES supports manufacturers in improving operational efficiency, reducing variability, and maintaining control over complex production environments.

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SAP Digital Manufacturing

SAP Digital Manufacturing (DM) is a cloud-native Manufacturing Operations Management (MOM) platform that acts as the control layer for the smart factory. It seamlessly connects shop-floor equipment and processes to the enterprise resource planning (ERP) system. DM manages the entire manufacturing lifecycle, providing real-time visibility into production execution, overall equipment effectiveness (OEE), and quality assurance. Through its composable and low-code applications, DM enables agile production planning, resource orchestration, and guided execution, ensuring businesses can manage complex, high-volume production while accelerating their Industry 4.0 adoption.

Average Rating: 4.1/5.0

Total Reviews: 67

How Do G2 Users Rate SAP Digital Manufacturing?

  • Has the product been a good partner in doing business?: 7.9/10 (Category avg: 8.8/10)
  • Quality of Support: 8.4/10 (Category avg: 8.9/10)
  • Ease of Use: 7.9/10 (Category avg: 8.6/10)
  • Ease of Admin: 8.0/10 (Category avg: 8.4/10)

Who Is the Company Behind SAP Digital Manufacturing?

  • Seller: SAP
  • Company Website:
  • Year Founded: 1972
  • HQ Location: Walldorf
  • Twitter: @SAP
    297,052 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    141,955 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Manufacturing, Information Technology and Services
  • Company Size: 41% Large, 29% Medium

What Do G2 Reviewers Say About SAP Digital Manufacturing?

AI-generated summary from verified user reviews

Pros
  • Users value the seamless integration with SAP systems, enhancing real-time visibility and decision-making in production.
  • Users value the real-time monitoring capabilities of SAP Digital Manufacturing, enhancing decision-making and reducing downtime effectively.
  • Users value the ease of use in SAP Digital Manufacturing, appreciating its user-friendly features and streamlined integration.
  • Users value the real-time visibility and integrated analytics of SAP Digital Manufacturing, enhancing efficiency and decision-making.
  • Users value the strong integration with the SAP ecosystem, enhancing real-time visibility and operational agility.
Cons
  • Users face a significantly steep learning curve with SAP Digital Manufacturing, requiring time to navigate its complex interface.
  • Users highlight the complex implementation of SAP Digital Manufacturing, necessitating expert guidance and significant training efforts.
  • Users find the confusing interface of SAP Digital Manufacturing overwhelming, especially for newcomers needing technical expertise.
  • Users often note the high costs associated with SAP Digital Manufacturing, making it less accessible for smaller manufacturers.
  • Users find the steep learning curve challenging, especially without prior SAP experience, complicating the training process.

What Are Recent G2 Reviews of SAP Digital Manufacturing?

Kinetic

Epicor Kinetic is a cloud-first enterprise resource planning (ERP) system specifically designed for manufacturing organizations. This comprehensive solution integrates essential business functions such as finance, supply chain management, production planning, quality control, service, and analytics into a unified platform. By consolidating these core operations, Kinetic enables teams to effectively manage data and processes across various departments, enhancing overall operational efficiency. Targeted primarily at discrete, make-to-order, engineer-to-order, and mixed-mode manufacturers, Kinetic addresses the unique challenges faced by these industries. It is particularly beneficial for organizations that require seamless coordination of operations from the initial stages of estimating and purchasing through to production, shipment, and financial reporting. The platform is equipped with manufacturing and planning tools that facilitate production management, scheduling, materials requirements, and shop floor coordination, ensuring that all aspects of the manufacturing process are streamlined and transparent. Kinetic’s capabilities extend to supply chain, inventory, and warehouse management, which support purchasing, supplier collaboration, and order fulfillment. Additionally, the financial management and analytics features allow users to track costs, margins, and operational performance in a single environment, providing valuable insights into business results. The inclusion of workflow automation, embedded AI capabilities, and extensibility tools further enhances the user experience by reducing manual tasks and supporting role-based processes, making it easier for teams to focus on strategic initiatives. The Kinetic platform is designed for a diverse range of users, including operations leaders, plant managers, supply chain teams, production planners, finance teams, IT stakeholders, and other business users who require shared visibility into manufacturing and commercial processes. Common use cases encompass production scheduling, inventory and materials management, quality tracking, product configuration, project-based manufacturing, and multi-site coordination. Organizations looking for an ERP solution that supports global operations or offers browser-based access often consider Kinetic as a viable option. Epicor Kinetic is utilized across various sectors, including industrial machinery, fabricated metals, electronics and high-tech, automotive, aerospace and defense, medical devices, and plastics. With its AI-driven capabilities, Kinetic not only supports day-to-day ERP activities but also assists in decision-making and workflow management, positioning manufacturers for future-ready business and digital transformation. This singular ERP solution is designed to adapt to the evolving needs of manufacturers, ensuring they remain competitive in a rapidly changing landscape.

Average Rating: 3.9/5.0

Total Reviews: 722

How Do G2 Users Rate Kinetic?

  • Has the product been a good partner in doing business?: 7.2/10 (Category avg: 8.8/10)
  • Quality of Support: 6.2/10 (Category avg: 8.9/10)
  • Ease of Use: 7.3/10 (Category avg: 8.6/10)
  • Ease of Admin: 7.5/10 (Category avg: 8.4/10)

Who Is the Company Behind Kinetic?

  • Seller: Epicor
  • Company Website:
  • Year Founded: 1972
  • HQ Location: Austin, TX
  • Twitter: @Epicor
    9,286 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    6,174 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Controller, IT Manager
  • Top Industries: Manufacturing, Machinery
  • Company Size: 79% Medium, 15% Small

What Do G2 Reviewers Say About Kinetic?

AI-generated summary from verified user reviews

Pros
  • Users find Kinetic easy to navigate, appreciating seamless query running and dashboard creation for better visibility.
  • Users appreciate the flexible personalization options of Kinetic, enhancing efficiency and decision-making through accessible information.
  • Users value the high customization and flexibility of Kinetic, enabling tailored solutions for unique business processes.
  • Users appreciate the easy customizability of Kinetic, adapting it seamlessly to their unique business needs.
  • Users appreciate the customization flexibility of Kinetic, enabling easy adjustments to fit their specific business needs.
Cons
  • Users find the learning curve steep, struggling with complex reporting tools and inadequate documentation for effective usage.
  • Users struggle with user-friendliness, noting cumbersome navigation, insufficient logging, and tedious setup processes in Kinetic.
  • Users find the learning difficulty of Kinetic challenging due to convoluted navigation and time-consuming dashboard adjustments.
  • Users find the missing features in Kinetic's finance part inadequate for complying with specific country requirements.
  • Users find the navigation difficult with clunky panels and inefficient dashboard views, leading to a challenging experience.

What Are Recent G2 Reviews of Kinetic?

What Are G2 Users Discussing About Kinetic?

MasterControl Manufacturing Excellence

MasterControl Manufacturing Excellence (Mx) is an AI-driven digital manufacturing platform made to help life sciences manufacturers eliminate millions of errors and deliver products to the market 70% faster. Mx enables completely paperless manufacturing with production records (EBR/eDHR) to our modern MES features to electronic logbooks and asset management.

Average Rating: 4.4/5.0

Total Reviews: 143

How Do G2 Users Rate MasterControl Manufacturing Excellence?

  • Has the product been a good partner in doing business?: 8.9/10 (Category avg: 8.8/10)
  • Quality of Support: 8.7/10 (Category avg: 8.9/10)
  • Ease of Use: 8.7/10 (Category avg: 8.6/10)
  • Ease of Admin: 8.3/10 (Category avg: 8.4/10)

Who Is the Company Behind MasterControl Manufacturing Excellence?

  • Seller: MasterControl
  • Company Website:
  • Year Founded: 1993
  • HQ Location: Salt Lake City, UT
  • Twitter: @MCMasterControl
    6,258 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    742 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Pharmaceuticals, Biotechnology
  • Company Size: 67% Medium, 22% Large

What Do G2 Reviewers Say About MasterControl Manufacturing Excellence?

AI-generated summary from verified user reviews

Pros
  • Users find MasterControl Manufacturing Excellence's ease of use invaluable for reducing errors and enhancing compliance.
  • Users appreciate the significant reduction in process errors with MasterControl MX through automation and structured templates.
  • Users appreciate the excellent customer support from MasterControl, enhancing efficiency and ease throughout the manufacturing process.
  • Users praise the intuitive platform of MasterControl MX for its ease of use and efficiency in document creation.
  • Users appreciate the efficiency of electronic batch records with MasterControl, significantly reducing time and costs in processes.
Cons
  • Users note limited functionality with certain phases and features, affecting the overall user experience and process efficiency.
  • Users find the platform's rigidity limits customization and complicates the setup and workflow processes significantly.
  • Users find the complex usability of MasterControl Manufacturing Excellence challenging, requiring strong skills and causing tedious setup processes.
  • Users face training difficulties with MasterControl Manufacturing Excellence due to its complexity and manual validation requirements.
  • Users report frequent software bugs and inadequate support, which hinder effective use of MasterControl Manufacturing Excellence.

What Are Recent G2 Reviews of MasterControl Manufacturing Excellence?

What Are G2 Users Discussing About MasterControl Manufacturing Excellence?

Opcenter MOM

Opcenter is Siemens’ unified and harmonized manufacturing operations management (MOM) solutions portfolio, enabling digital transformation of manufacturing. The portfolio encompasses integrated MOM capabilities including advanced planning and scheduling, manufacturing execution, quality management, manufacturing intelligence and performance, and research, development and laboratory management. With benchmark technologies and more industry-specific capabilities, Opcenter is also easy to deploy, configure, extend and integrate with other systems across the value chain, including product lifecycle management (PLM), enterprise resource planning (ERP) and shop floor automation solutions. Opcenter MES Manufacturing execution systems (MES) orchestrate complete visibility, control and optimization of manufacturing operations to build final products that accurately reflect design, engineering and process data. Opcenter MES serves as a leading MOM solution, combining innovative technology with strategic methodologies. Key components include: • Comprehensive integration: Opcenter unifies the entire production process, enabling seamless collaboration from planning and scheduling through execution and monitoring • Low-code development environment: Utilizing the Mendix Low-code platform, Opcenter empowers organizations to rapidly develop custom applications tailored to their unique operational needs • Cost-effective database options: Supporting open-source databases such as PostgreSQL reduces the licensing costs traditionally associated with proprietary systems • Automation for efficiency: Opcenter automates routine processes, such as software upgrades and installations, leading to minimal downtime • Containerization and modularization: Opcenter supports containerization, promoting efficient resource management and enabling manufacturers to scale their operations without major system overhauls • Real-time data and analytics: With real-time insights into production, manufacturers can identify inefficiencies and optimize workflows Cloud deployment options are available, including on Amazon Web Services (AWS), with the cloud-native Opcenter X solution also available for small and medium businesses (SMBs). Opcenter RD&L Opcenter Research, Development and Laboratory (RD&L) is a unified R&D platform that accelerates product innovation by integrating specification management, formulation, laboratory operations and quality control into a single source of truth. It replaces siloed tools with a configurable environment that ensures traceability, compliance and seamless handover from lab to full-scale production—critical for today’s shorter lifecycles, stricter regulations and demand for sustainable, personalized products. Key capabilities: • Single source of truth: A central, versioned repository for materials, recipes and utilities that drives consistent data across ERP, MES and LIMS • Innovation playground: A formulation digital twin for real-time simulation, cost and compliance checks—cutting physical trials and focusing on top variants • Built-in LIMS: Standardized lab workflows, sample management and reporting for R&D and QA/QC across process and discrete industries • 360° documentation & supplier collaboration: Secure digital notebooks, audit trails and direct supplier updates keep project data searchable, reusable and accurate With Opcenter RD&L, manufacturers turn ideas into compliant, high-quality products faster by unifying knowledge, automating processes and strengthening cross-site collaboration. Opcenter APS Advanced Planning and Scheduling (APS) software automatically generates optimized production plans by accounting for real-world constraints—machine capacity, material availability and delivery deadlines—to maximize throughput and ensure on-time delivery. Siemens’ APS solutions layer in real-time data, scenario simulations and digital twins, giving manufacturers the agility and visibility needed to perform reliably even amid disruptions. Key benefits: • Synchronize demand and supply to minimize bottlenecks • Leverage predictive analytics for dependable delivery commitments • Use “what-if” modeling to anticipate and adapt to change • Align planning with shop-floor execution via real-time updates • Deploy modular, scalable components for rapid ROI and continuous improvement By weaving planning and execution together, APS ensures efficient resource use, reliable performance and a foundation for ongoing operational excellence. Opcenter Intelligence Manufacturing Intelligence connects, organizes and aggregates manufacturing data from disparate company sources into cohesive, intelligent and contextualized information to gain immediate and actionable insights. The information includes process data combined with business information, operations data and key performance indicators (KPIs) that affect manufacturing. Manufacturing Intelligence gives the user a big-picture perspective of the information in the context of Manufacturing Operations, providing tools to create web-based dashboards and report accessible from everywhere, enabling self-service data exploration and allowing spot trends and other data relationships. Opcenter Intra Plant Logistics Maintain inventory accuracy and ensure material flow with intralogistics capabilities, inventory management and JIT technology. Access real-time inventory: Track materials down to the single-carrier level across all production points—automated feeders, assembly stations, dispensers and coating lines—to know exactly what you have and where it is. Smart JIT replenishment and eKanban: Forecast material needs from the production schedule, then trigger just-in-time deliveries based on cost and changeover rules. Automatically monitor container consumption and waste, set Kanban thresholds for storage and pick points, and eliminate excess buffer stock. Special-material and warehouse orchestration: Identify and manage expiration- or moisture-sensitive inventory with automated alarms and process stops. Streamline inbound goods registration, commissioning, kitting and picking via handhelds and visual task queues. Material transport management: Track and trace every move, guide manual or AGV fleets for timely pick-ups and drop-offs and ensure on-deadline deliveries.

Average Rating: 4.1/5.0

Total Reviews: 81

How Do G2 Users Rate Opcenter MOM?

  • Has the product been a good partner in doing business?: 9.2/10 (Category avg: 8.8/10)
  • Quality of Support: 8.3/10 (Category avg: 8.9/10)
  • Ease of Use: 7.8/10 (Category avg: 8.6/10)
  • Ease of Admin: 8.7/10 (Category avg: 8.4/10)

Who Is the Company Behind Opcenter MOM?

Who Uses This Product?

  • Top Industries: Medical Devices, Food & Beverages
  • Company Size: 48% Medium, 39% Large

What Do G2 Reviewers Say About Opcenter MOM?

AI-generated summary from verified user reviews

Pros
  • Users value the real-time data visibility of Opcenter MOM, enhancing decision-making and operational efficiency.
  • Users value the real-time monitoring features of Opcenter MOM, enabling quick, informed decision-making and efficient operations.
  • Users value the seamless manufacturing integration in Opcenter MOM, enhancing efficiency and informed decision-making across processes.
  • Users find Opcenter MOM's interface easy to navigate, enabling seamless updates and management of prospect records efficiently.
  • Users value the efficiency of Opcenter MOM, enhancing project planning and optimizing production operations seamlessly.
Cons
  • Users report a difficult learning experience with Opcenter MOM, hindering efficient use and adoption of the software.
  • Users find the complex usability of Opcenter MOM hinders initial adoption due to setup and learning challenges.
  • Users find Opcenter MOM expensive, impacting its accessibility for smaller organizations and leading to concerns about value.
  • Users find the limited customization options in Opcenter MOM hinder their ability to adapt the software fully.
  • Users find the poor design of Opcenter MOM hampers usability and demands extensive effort for changes.

What Are Recent G2 Reviews of Opcenter MOM?

What Are G2 Users Discussing About Opcenter MOM?

Katana Cloud Inventory

Katana Cloud Inventory gives you a centralized view of your inventory to maintain optimal stock levels across all your locations and efficiently track products available for sale. Easily manage incoming orders from all your sales channels and issue purchase orders directly from Katana to ensure restocking at the right time and in the right quantities. Seamlessly integrate Katana with your ecommerce, accounting, and other business software to automate repetitive tasks and get real-time visibility over your daily operations and business performance.

Average Rating: 4.4/5.0

Total Reviews: 122

How Do G2 Users Rate Katana Cloud Inventory?

  • Has the product been a good partner in doing business?: 9.1/10 (Category avg: 8.8/10)
  • Quality of Support: 9.3/10 (Category avg: 8.9/10)
  • Ease of Use: 8.9/10 (Category avg: 8.6/10)
  • Ease of Admin: 8.9/10 (Category avg: 8.4/10)

Who Is the Company Behind Katana Cloud Inventory?

  • Seller: Katana
  • Company Website:
  • Year Founded: 2017
  • HQ Location: Tallinn, Harju
  • Twitter: @Katana_MRP
    842 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    105 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Managing Director
  • Top Industries: Manufacturing, Consumer Goods
  • Company Size: 89% Small, 9% Medium

What Do G2 Reviewers Say About Katana Cloud Inventory?

AI-generated summary from verified user reviews

Pros
  • Users find Katana Cloud Inventory to be simple and intuitive, streamlining their manufacturing processes with ease.
  • Users value the responsive customer support of Katana Cloud Inventory, appreciating timely solutions and proactive engagement.
  • Users appreciate the intuitive inventory management of Katana Cloud Inventory, enhancing efficiency and insight into manufacturing processes.
  • Users value the seamless integrations of Katana Cloud Inventory, enhancing workflow with tools like Shopify and Quickbooks.
  • Users commend the exceptional customer support of Katana Cloud Inventory, enhancing their overall experience and satisfaction.
Cons
  • Users find the limited functionality of Katana Cloud Inventory frustrating, lacking essential features for effective inventory management.
  • Users find Katana Cloud Inventory lacks essential features like robust analytics and effective project management, making operations challenging.
  • Users criticize the lack of features in Katana Cloud Inventory, hindering efficiency and professional presentation.
  • Users find feature deficiencies in Katana Cloud Inventory, hindering efficient inventory management and usability.
  • Users find data management frustrating, especially with issues in packing and customizing templates, impacting overall usability.

What Are Recent G2 Reviews of Katana Cloud Inventory?

Ignition

Ignition by Inductive Automation is a universal industrial automation software platform that enables your organization to connect, design, build, and deploy industrial applications at an enterprise scale. Serving as a central hub for Operational Technology (OT), Ignition unifies real-time data from Programmable Logic Controllers (PLCs), databases, IIoT devices, and enterprise systems into a single, cohesive system of record. Key Capabilities and Features Open Standards: Ignition provides a single environment built on open standards — including SQL, Python, OPC UA, and MQTT — to rapidly develop and scale interoperable control systems. Web-Based SCADA Software: Ignition provides a modern, centralized supervisory control and data acquisition (SCADA) system. Web-Based HMI Deployment: Ignition uses cross-platform HTML5 architecture to instantly deploy secure, responsive industrial clients to any desktop, monitor, or mobile device. MES (Manufacturing Execution Systems): Ignition includes MES modules for seamless tracking, scheduling, and analysis of plant-floor operations. IIoT (Industrial Internet of Things): Ignition provides robust edge computing, cloud data pipeline integrations, remote telemetry, and support for Unified Namespace architectures. Custom Automation Solutions: Ignition has flexible scripting and data modeling that enables you to build Digital Transformation solutions that fit your specific operational workflows. IT/OT Convergence: Ignition natively bridges the gap between plant-floor control hardware and enterprise IT infrastructures, empowering data-driven decision-making across the enterprise. Why System Integrators Choose Ignition’s Unlimited Licensing Model: Ignition disrupts expensive per-client, per-tag licensing with a flat-rate server license offering unlimited tags, clients, designers, connections, concurrent clients, screens, and devices. This eliminates scaling friction and reduces Total Cost of Ownership (TCO).

Average Rating: 4.8/5.0

Total Reviews: 35

How Do G2 Users Rate Ignition?

  • Has the product been a good partner in doing business?: 9.4/10 (Category avg: 8.8/10)
  • Quality of Support: 9.2/10 (Category avg: 8.9/10)
  • Ease of Use: 8.8/10 (Category avg: 8.6/10)
  • Ease of Admin: 9.3/10 (Category avg: 8.4/10)

Who Is the Company Behind Ignition?

  • Seller: Inductive Automation
  • Company Website:
  • Year Founded: 2003
  • HQ Location: Folsom, California, United States
  • Twitter: @InductiveAuto
    5,538 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    419 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Industrial Automation, Manufacturing
  • Company Size: 44% Small, 32% Medium

What Are Recent G2 Reviews of Ignition?

What Are G2 Users Discussing About Ignition?

AMFG

AMFG is an AI powered Estimating & Quoting software designed to streamline quoting for high mix, low-volume CNC machining and 3D printing custom part manufacturers.  AMFG’s core feature is its advanced estimating and quoting capabilities. Built by machinists for machinists, AMFG's Geometric Estimating Engine allows users to generate reliable time and cost estimates directly from CAD files in under 90 seconds. By analyzing 3D models to understand geometries and features, combined with utilizing our AI, Sentinel, to extract GD&T from prints, AMFG provides accurate cycle, programming, and setup times, reducing the manual effort traditionally associated with quoting processes by up to 90%. AMFG can also integrate seamlessly into your existing tech stack.   Trusted by manufacturers across aerospace, defense, medical, and automotive, AMFG is ISO 27001 certified and built to meet ITAR and CMMC standards to maintain high levels of security and regulatory compliance.

Average Rating: 4.5/5.0

Total Reviews: 66

How Do G2 Users Rate AMFG?

  • Has the product been a good partner in doing business?: 9.4/10 (Category avg: 8.8/10)
  • Quality of Support: 8.6/10 (Category avg: 8.9/10)
  • Ease of Use: 8.7/10 (Category avg: 8.6/10)
  • Ease of Admin: 8.8/10 (Category avg: 8.4/10)

Who Is the Company Behind AMFG?

  • Seller: AMFG
  • Year Founded: 1996
  • HQ Location: Glasgow, Scotland
  • Twitter: @amfg_ai
    660 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    17 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Mechanical or Industrial Engineering, Electrical/Electronic Manufacturing
  • Company Size: 102% Small, 11% Medium

What Do G2 Reviewers Say About AMFG?

AI-generated summary from verified user reviews

Pros
  • Users praise AMFG for its automation capabilities, streamlining workflows and significantly enhancing operational efficiency in manufacturing.
  • Users praise AMFG for its workflow efficiency, enhancing traceability and streamlining production management across multiple sites.
  • Users value the centralization of management in AMFG, enhancing compliance, efficiency, and collaboration across teams and suppliers.
  • Users value the efficiency of AMFG, enhancing workflow, speeding up quoting, and optimizing manufacturing processes.
  • Users value the full traceability and centralized management of AMFG, enhancing compliance and decision-making across production sites.
Cons
  • Users find the learning curve steep, with onboarding and customization requiring significant time and effort for mastery.
  • Users express frustration over limited customization options, finding it hard to tailor workflows and dashboards to their needs.
  • Users often face inefficient workflow due to confusing features, time-consuming setup, and limited customization options.
  • Users often face slow performance with AMFG, especially when processing larger orders, causing frustrating delays.
  • Users face a complex implementation with AMFG, finding the setup and onboarding process time-consuming and challenging.

What Are Recent G2 Reviews of AMFG?

AGW

AGW by OLSOM is a composable smart manufacturing platform for discrete manufacturers, unifying production, quality, traceability, and real-time visibility in one system. It combines MES functionality with IoT connectivity and advanced data processing to support efficient, end-to-end operations. Built on a no-code approach, AGW adapts to each plant’s workflows, enabling rapid configuration, scalable deployment, and faster time to value. Eight configurable modules—including scheduling, operator guidance, OEE analytics, SPC, maintenance, machine connectivity, warehouse operations, and production sequencing—can be deployed in any combination, allowing manufacturers to scale the platform based on business priorities.

Average Rating: 4.8/5.0

Total Reviews: 23

How Do G2 Users Rate AGW?

  • Has the product been a good partner in doing business?: 9.4/10 (Category avg: 8.8/10)
  • Quality of Support: 9.4/10 (Category avg: 8.9/10)
  • Ease of Use: 9.2/10 (Category avg: 8.6/10)
  • Ease of Admin: 9.4/10 (Category avg: 8.4/10)

Who Is the Company Behind AGW?

  • Seller: OLSOM
  • Company Website:
  • Year Founded: 2009
  • HQ Location: Alpharetta, US
  • LinkedIn® Page: www.linkedin.com
    53 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Automotive, Manufacturing
  • Company Size: 61% Medium, 30% Large

What Are Recent G2 Reviews of AGW?

Plex Smart Manufacturing Platform

Plex, by Rockwell Automation is a leader in cloud-delivered smart manufacturing solutions, empowering the world's manufacturers to make awesome products. The Plex Smart Manufacturing Platform includes solutions for manufacturing execution (MES), ERP, quality, supply chain planning and management, asset performance management, production monitoring, process automation and analytics to connect people, systems, machines and supply chains, enabling them to lead with precision, efficiency and agility. Our platform gives manufacturers the ability to connect, automate, track, and analyze every aspect of their business to drive transformation.

Average Rating: 4.0/5.0

Total Reviews: 74

How Do G2 Users Rate Plex Smart Manufacturing Platform?

  • Has the product been a good partner in doing business?: 7.7/10 (Category avg: 8.8/10)
  • Quality of Support: 7.1/10 (Category avg: 8.9/10)
  • Ease of Use: 8.0/10 (Category avg: 8.6/10)
  • Ease of Admin: 7.2/10 (Category avg: 8.4/10)

Who Is the Company Behind Plex Smart Manufacturing Platform?

  • Seller: Rockwell Automation
  • Year Founded: 1903
  • HQ Location: Milwaukee, WI
  • Twitter: @ROKAutomation
    44,405 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    22,408 employees on LinkedIn®
  • Ownership: NYSE:ROK

Who Uses This Product?

  • Top Industries: Automotive, Food & Beverages
  • Company Size: 65% Medium, 23% Large

What Are Recent G2 Reviews of Plex Smart Manufacturing Platform?

What Are G2 Users Discussing About Plex Smart Manufacturing Platform?

L2L

L2L is the Connected Manufacturing Operations Platform that eliminates downtime and increases productivity. Our platform delivers real-time guidance to frontline teams, unified control for operations leaders, and measurable insights for global executives. By digitizing frontline guidance and unifying system connectivity, we help manufacturers uncover, dispatch, and fix problems instantly, saving our customers over $5B annually in downtime costs. Why Manufacturers Choose L2L: - Fast Time to Value: Unlike legacy software that takes years to implement, our flexible approach delivers measurable impact in as little as 16 weeks. We provide a proven roadmap that allows you to start with maintenance stability and scale to total operational excellence. - By Manufacturers for Manufacturers: We don't just understand your challenges; we've lived them. L2L was built up from the shop floor and our team has decades of hands-on manufacturing experience. - Unified Shop Floor Execution: Stop chasing information across disparate systems. L2L unifies point systems like ERP, CMMS, MES, and more into one easy to use system for the frontline. Eliminate Blockers. Drive Productivity with L2L.

Average Rating: 4.3/5.0

Total Reviews: 215

How Do G2 Users Rate L2L?

  • Has the product been a good partner in doing business?: 9.0/10 (Category avg: 8.8/10)
  • Quality of Support: 8.8/10 (Category avg: 8.9/10)
  • Ease of Use: 8.6/10 (Category avg: 8.6/10)
  • Ease of Admin: 8.5/10 (Category avg: 8.4/10)

Who Is the Company Behind L2L?

  • Seller: L2L
  • Company Website:
  • Year Founded: 2010
  • HQ Location: Salt Lake City, US
  • Twitter: @Leading2Lean
    347 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    172 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Manufacturing, Automotive
  • Company Size: 60% Medium, 31% Large

What Do G2 Reviewers Say About L2L?

AI-generated summary from verified user reviews

Pros
  • Users find L2L to be extremely user-friendly, allowing quick setup and easy access across multiple devices.
  • Users find the easy creation process of L2L intuitive, allowing for quick and efficient guide development.
  • Users value the ease of use and flexibility of L2L, enhancing operational visibility and tracking efficiencies effortlessly.
  • Users value the intuitive instruction creation process of L2L, enabling quick and easy guide preparation company-wide.
  • Users highlight the efficiency of L2L in streamlining maintenance tasks and enhancing productivity significantly.
Cons
  • Users express a need for limited options in L2L, finding navigation and data retrieval overly complicated.
  • Users find the limited features of L2L frustrating, especially regarding report readability and missing functionalities.
  • Users face editing difficulties with shape rotation, limited options, and cursor issues, complicating the editing process.
  • Users find the complex usability of L2L challenging, particularly with setup and outdated interface issues.
  • Users find the missing features in L2L frustrating, especially regarding data access and visibility in setups.

What Are Recent G2 Reviews of L2L?

What Are G2 Users Discussing About L2L?

PINpoint MES

PINpoint is a No-Code Manufacturing Execution System (MES) solution specifically designed for discrete manufacturing environments. This innovative platform enables manufacturers to streamline their operations, enhance product quality, and improve overall efficiency without the need for extensive coding or IT expertise. By providing a user-friendly interface, PINpoint empowers organizations to implement process improvements quickly and effectively, making it an ideal choice for manufacturers looking to optimize their production processes. Targeted primarily at manufacturers in discrete industries, PINpoint caters to a diverse range of users, from production managers to quality assurance teams. The platform is particularly beneficial for organizations that require real-time insights into their operations, as it offers live dashboards that track production metrics and monitor shop-floor performance. This capability allows users to make informed decisions based on current data, ultimately leading to improved operational outcomes. One of the standout features of PINpoint is its unique "5-Bucket" Model Analytics, which categorizes production activities to identify inefficiencies by tracking every second of product, station, and operator performance. By analyzing these categories, manufacturers can pinpoint areas for improvement, resulting in higher throughput and increased productivity. This analytical approach not only enhances operational efficiency but also supports continuous improvement initiatives within the organization. Moreover, PINpoint excels in its ability to integrate seamlessly with existing ERP, automation, and other systems (open APIs) . This interoperability ensures a smooth flow of data across various platforms, promoting operational consistency and reducing the likelihood of errors. The system's scalability is another significant advantage, as it can support growth across single or multiple sites while maintaining robust data security measures to protect sensitive information. Key features and benefits: - No-Code Platform: Easy drag-and-drop configuration with no IT expertise required , Out-of-the-box deployment within 6 weeks for quick start - Real-Time Visibility: Live dashboards for full shop-floor monitoring and performance tracking, IoT-enabled insights to identify and resolve bottlenecks quickly. - Advanced Analytics with 5-Bucket Model: Categorizes production activities to expose inefficiencies and improve throughput, distinguishes between value-added and non-value-added tasks for better optimization. - Seamless Integration: Connects effortlessly with ERP, automation, and other systems via open API, ensures smooth data flow and operational consistency. - Scalability and Security: Advanced security protocols to maintain data integrity and compliance,scalable to grow with your business, from single facilities to global deployments. - Continuous Support & Improvement: Dedicated support team for personalized guidance and continuous optimization, 90-day PASS Review and 6-month Health Check to ensure ongoing performance. Boost Productivity & Quality: Error-proofing processes to reduce defects and warranty claims, Real-time feedback and digital work instruction. - Maximize ROI: Eliminate production inefficiencies and boost output without extra labor or equipment, monitor KPIs such as OEE and cycle times to drive continuous improvement. Overall, PINpoint MES is designed to enhance workflows and help manufacturers achieve their production goals with precision and efficiency. By leveraging its no-code platform, real-time visibility, and advanced analytics, organizations can drive significant improvements in their manufacturing processes, ultimately leading to better product quality and increased competitiveness in the market.

Average Rating: 4.7/5.0

Total Reviews: 50

How Do G2 Users Rate PINpoint MES?

  • Has the product been a good partner in doing business?: 9.6/10 (Category avg: 8.8/10)
  • Quality of Support: 9.5/10 (Category avg: 8.9/10)
  • Ease of Use: 9.2/10 (Category avg: 8.6/10)
  • Ease of Admin: 9.3/10 (Category avg: 8.4/10)

Who Is the Company Behind PINpoint MES?

  • Seller: Advantive
  • Company Website:
  • Year Founded: 2022
  • HQ Location: Tampa, FL
  • Twitter: @Advantive_
    55 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    729 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Automotive, Manufacturing
  • Company Size: 47% Large, 43% Medium

What Do G2 Reviewers Say About PINpoint MES?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of use of PINpoint MES, highlighting its user-friendly setup and helpful manual.
  • Users appreciate the exceptional customer support of PINpoint MES, highlighting helpfulness and outstanding technician assistance.
  • Users appreciate the friendly interface of PINpoint MES, which enhances production speed, quality, and timely data capture.
  • Users commend the easy implementation of PINpoint MES, highlighting exceptional technician support and thorough follow-up.
  • Users value the efficiency of PINpoint MES, benefiting from real-time data visibility and easy reporting.
Cons
  • Users find the complex implementation of PINpoint MES makes it challenging to identify failures effectively.
  • Users note that the cost of PINpoint MES can be a significant drawback for many businesses.
  • Users face integration issues with PINpoint MES, lacking VMC integrations and experiencing data failures during email events.
  • Users find the interface not user-friendly, leading to challenges in navigating and utilizing the software effectively.
  • Users experience software bugs after upgrades, affecting the overall reliability and performance of PINpoint MES.

What Are Recent G2 Reviews of PINpoint MES?

What Are G2 Users Discussing About PINpoint MES?

Tulip

Tulip is a composable platform that manufacturers use to build and connect apps, automations, and AI agents capable of running their operations, giving them a single governed system that can replace or extend legacy MES and other point solutions as their operations change. Core Value Proposition Tulip addresses three problems that come from fragmented operations software. Data and processes end up siloed across separate systems, AI tools lack manufacturing context or governance, and platforms force operations to conform to the software instead of the other way around. Tulip is built as a composable platform, meaning apps, AI agents, automations, connectors, and tables all share one data model and one set of permissions. A solution built for one process or site can be extended or connected to other systems later without being rebuilt. Key Capabilities Composable architecture: Apps, agents, automations, connectors, and tables share one data model and one set of permissions, so new capabilities can be added without rebuilding what's already deployed. Governance built into every solution: Access controls, approval workflows, and an audit trail apply to everything built and deployed, whether it was authored by a person or an AI agent. This supports use in regulated environments such as GxP and life sciences. AI embedded across operations: Tulip's AI agents can draft or update apps, answer questions about the operation, and take certain actions on their own. Customers configure which of those actions require human approval first. Native machine and device connectivity: Edge hardware and a library of device integrations connect directly to machines, PLCs, and sensors, so dashboards and automations reflect current floor conditions instead of a report from the day before. Tulip vs. Alternatives Legacy manufacturing systems such as MES, QMS, and CMMS platforms are typically built around separate functions, so data ends up siloed by software category and changes usually require a vendor or integrator. Tulip's composable architecture lets a company build and adapt its own systems, including systems that do the same job an MES would, without a new vendor project every time a process changes. General-purpose AI tools can generate software quickly, but they typically have no concept of a work order, batch record, or shift, and no governance model for what gets built. Tulip's AI agents work on the same governed data model and permissions as the rest of the platform, so anything they create or do is subject to the same access controls, approval workflows, and audit trail as work built by a person. Who Should Use Tulip Tulip is used by manufacturers in discrete manufacturing industries, including aerospace and defense, automotive, industrial equipment, and luxury goods, as well as life sciences companies producing pharmaceuticals and medical devices. Most customers are mid-market or enterprise manufacturers, often operating multiple plants or sites. Within a company, it typically draws interest from more than one group. Operations and plant managers focus on production issues, IT and compliance teams focus on governance, and executives focus on the cost of maintaining several separate systems. The Results Tulip customers report measurable results across a range of use cases and industries. Quality: VEKA, a manufacturer of fixtures and building materials, reduced quality escapes by 85% after digitizing its quality checks in Tulip. Production tracking: Avon Technologies, an aerospace and defense manufacturer, set up new production lines 3 times faster using Tulip. Compliance and traceability: Jazz Pharma, a pharmaceutical manufacturer, made logbook entries 58% more efficient after moving GMP documentation into Tulip. AI-assisted troubleshooting: Outset Medical, a medical device manufacturer, cut troubleshooting time in half using Tulip's AI-powered chat. Digital work instructions: Tiffany & Co, a luxury goods manufacturer, reduced training time by 80% using digital work instructions built in Tulip. Implementation speed: AstraZeneca, a pharmaceutical manufacturer, deployed more than 120 packing lines across 17 sites using Tulip in under three months.

Average Rating: 4.5/5.0

Total Reviews: 37

How Do G2 Users Rate Tulip?

  • Has the product been a good partner in doing business?: 9.3/10 (Category avg: 8.8/10)
  • Quality of Support: 9.0/10 (Category avg: 8.9/10)
  • Ease of Use: 8.8/10 (Category avg: 8.6/10)
  • Ease of Admin: 8.6/10 (Category avg: 8.4/10)

Who Is the Company Behind Tulip?

  • Seller: Tulip Interfaces
  • Year Founded: 2012
  • HQ Location: Somerville, Massachusetts, United States
  • Twitter: @tulipinterfaces
    1,103 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    381 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Manufacturing
  • Company Size: 43% Medium, 38% Large

What Do G2 Reviewers Say About Tulip?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of use of Tulip, finding its intuitive interface simplifies app development and maintenance.
  • Users value the ease of customization in Tulip, enabling smooth integration and effective application development.
  • Users appreciate the intuitive interface of Tulip, enabling easy application development and seamless integration with systems.
  • Users appreciate the time-saving capabilities of Tulip, enabling quick problem-solving and streamlined app development.
  • Users value the easy integrations of Tulip, enabling quick connections with various devices and services seamlessly.
Cons
  • Users find the limited features of Tulip restrictive, particularly with basic analytics and lack of batch tools.
  • Users note limited functionality in Tulip, mentioning basic analytics and a lack of advanced features for deeper insights.
  • Users find the complexity in expression handling cumbersome, suggesting improvements for better usability and robustness in Tulip Tables.
  • Users find the complex procedures in Tulip cumbersome, indicating a need for more user-friendly functionality and robustness.
  • Users find the complex setup of Tulip challenging, especially with expression handling and dataset management.

What Are Recent G2 Reviews of Tulip?

What Are G2 Users Discussing About Tulip?

Smart Factory Suite

Shoplogix is a smart manufacturing software platform that provides real-time visibility into production performance, asset health, and maintenance-related events. It is designed to help manufacturers monitor operations, analyze shop floor data, and support informed decision-making across production, maintenance, and reliability teams. Shoplogix operates within the Overall Equipment Effectiveness (OEE) and Manufacturing Analytics software categories and is commonly used as a CMMS-adjacent solution to enhance maintenance and reliability workflows. The platform connects to machines, sensors, and operational data sources to collect live production and asset data from both modern and legacy equipment. This data is transformed into dashboards, alerts, and analytics that help teams understand performance trends, downtime causes, and operational constraints. Manufacturers use Shoplogix to support use cases such as production monitoring, downtime analysis, predictive maintenance enablement, energy loss detection, and continuous improvement initiatives. The platform is designed for multiple user roles, including operators, supervisors, maintenance teams, plant managers, and operational leaders. In addition to software-based machine connectivity, Shoplogix includes an Industrial Monitoring System (IMS) that uses battery-free, self-powered sensors for applications such as Machine Health Monitoring and Steam Trap Monitoring. These sensors extend visibility into asset condition and energy losses in areas where traditional wired monitoring or manual inspections are limited. Key capabilities and value areas include: Real-time tracking of OEE, availability, performance, quality, downtime, and throughput Manufacturing analytics and visual dashboards for production and asset performance Event detection and alerts to support faster response to operational and maintenance issues Predictive maintenance enablement through asset condition and performance signals Integration with existing maintenance systems to complement CMMS workflows Support for continuous improvement and standardized performance visibility Shoplogix is scalable and supports deployments ranging from a single machine or production line to multi-plant and global operations. It is used by manufacturers across industries such as food and beverage, packaging, automotive, building materials, consumer goods, and industrial manufacturing to improve operational visibility, maintenance effectiveness, and performance consistency.

Average Rating: 4.1/5.0

Total Reviews: 36

How Do G2 Users Rate Smart Factory Suite?

  • Has the product been a good partner in doing business?: 8.3/10 (Category avg: 8.8/10)
  • Quality of Support: 8.0/10 (Category avg: 8.9/10)
  • Ease of Use: 7.6/10 (Category avg: 8.6/10)
  • Ease of Admin: 7.0/10 (Category avg: 8.4/10)

Who Is the Company Behind Smart Factory Suite?

  • Seller: Shoplogix
  • Company Website:
  • Year Founded: 2002
  • HQ Location: Oakville, CA
  • Twitter: @shoplogix
    319 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    71 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Manufacturing, Automotive
  • Company Size: 69% Medium, 31% Large

What Are Recent G2 Reviews of Smart Factory Suite?

Lineview

LineView is a manufacturing efficiency software that helps companies improve their bottling and packaging operations. It is the only software on the market that guarantees a minimum 10% increase in overall equipment effectiveness (OEE) within six months of use. LineView is designed specifically for high-speed production lines and offers features and add-ons that cater to the unique needs of bottling and packaging operations. It combines powerful software with operational excellence routines to increase production capacity without adding additional resources. LineView also provides automated insights that help shift leaders and managers make good decisions on the fly, without having to spend hours analyzing data. The software is easy to set up and use, and offers faster ROI compared to traditional MES or SCADA systems. With LineView, teams can see the immediate impact of their actions and ramp-up time from order to delivery is faster.

Average Rating: 4.5/5.0

Total Reviews: 25

How Do G2 Users Rate Lineview?

  • Has the product been a good partner in doing business?: 9.2/10 (Category avg: 8.8/10)
  • Quality of Support: 8.7/10 (Category avg: 8.9/10)
  • Ease of Use: 8.8/10 (Category avg: 8.6/10)
  • Ease of Admin: 8.0/10 (Category avg: 8.4/10)

Who Is the Company Behind Lineview?

Who Uses This Product?

  • Top Industries: Food & Beverages, Manufacturing
  • Company Size: 52% Medium, 36% Large

What Do G2 Reviewers Say About Lineview?

AI-generated summary from verified user reviews

Pros
  • Users value LineView's automatic loss categorization, simplifying inefficiency identification and enhancing operational efficiency significantly.
  • Users value Lineview for its real-time visibility and automated loss categorization, enhancing production efficiency significantly.
  • Users commend the excellent customer support from Lineview, noting the team's knowledge and dedication to user needs.
  • Users value the real-time monitoring of Lineview, which enhances visibility and drives improvements in production efficiency.
  • Users appreciate the real-time data analysis of Lineview, enhancing efficiency and simplifying loss categorization on production lines.
Cons
  • Users find the complex usability of Lineview overwhelming, hindering their ability to efficiently navigate and manage tasks.
  • Users face a limited functionality in Lineview, requiring manual data entry and lacking automation for certain processes.
  • Users find the interface confusing due to overwhelming details and a lack of customization options for better usability.
  • Users express frustration over the limited customization options, wishing for a more tailored interface and reporting flexibility.
  • Users find Lineview not user-friendly due to manual data entry and challenging initial setup processes.

What Are Recent G2 Reviews of Lineview?

TrakSYS

TrakSYS MES is a manufacturing execution system (MES) software platform that helps manufacturers manage, monitor, and optimize production operations by connecting, contextualizing, and acting on real-time shop floor data. TrakSYS MES is designed for discrete, process, and hybrid manufacturing environments and is used by operations leaders, plant managers, engineers, and IT teams to improve visibility, control, and performance across production processes. The platform serves as a central hub for collecting data from machines, systems, and personnel, transforming that data into actionable insights, and enabling coordinated execution of workflows on the factory floor. The system supports a wide range of manufacturing use cases, including production tracking, quality management, inventory and materials management, equipment monitoring, and workforce coordination. TrakSYS is typically deployed as part of broader digital transformation initiatives, where organizations seek to standardize processes, improve efficiency, ensure compliance, and enable data-driven decision-making across one or more sites. TrakSYS is flexible in its deployment and configuration, allowing organizations to start with targeted use cases and expand over time. It can be implemented on-premises, in the cloud, or in hybrid environments, and supports integration with enterprise systems such as ERP, SCADA, IoT platforms, and data analytics tools. Key features and capabilities include: • Production and operations management: Tracks orders, materials, and production performance in real time to support throughput, scheduling, and execution visibility • Quality and compliance management: Enables in-process quality checks, data collection, traceability, and support for regulatory requirements • Connected worker enablement: Provides digital workflows, task management, and guided procedures to support frontline operations and workforce coordination • Data integration and contextualization: Connects to machines, sensors, and business systems to unify operational data into a structured, usable format • Analytics and reporting: Delivers dashboards, KPIs, and reporting tools to monitor performance metrics such as OEE, downtime, and yield • Scalability and multi-site support: Supports single-site and global deployments with capabilities for standardization and centralized management By combining data collection, workflow execution, and analytics within a single platform, TrakSYS MES supports manufacturers in improving operational efficiency, reducing variability, and maintaining control over complex production environments.

Average Rating: 4.9/5.0

Total Reviews: 11

How Do G2 Users Rate TrakSYS?

  • Has the product been a good partner in doing business?: 9.1/10 (Category avg: 8.8/10)
  • Quality of Support: 8.8/10 (Category avg: 8.9/10)
  • Ease of Use: 9.1/10 (Category avg: 8.6/10)
  • Ease of Admin: 8.8/10 (Category avg: 8.4/10)

Who Is the Company Behind TrakSYS?

  • Seller: Parsec Automation Corp
  • Company Website:
  • Year Founded: 1987
  • HQ Location: Anaheim, California, United States
  • LinkedIn® Page: www.linkedin.com
    102 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 45% Medium, 36% Small

What Do G2 Reviewers Say About TrakSYS?

AI-generated summary from verified user reviews

Pros
  • Users praise TrakSYS for its robust product quality, facilitating easy customization and seamless integration into operations.
  • Users find TrakSYS to be easy to use with its clean interface and seamless implementation across devices.
  • Users appreciate the flexibility and adaptability of TrakSYS, enabling seamless customizations and integrations for unique operations.
  • Users commend TrakSYS for its intuitive design, making it easy for operators to learn and navigate effectively.
  • Users value the seamless manufacturing integration of TrakSYS, appreciating its simplicity and robust open architecture.
Cons
  • Users note that complex implementation of TrakSYS requires experienced partners to avoid poor outcomes and low adoption rates.
  • Users find TrakSYS to have a high cost that may not be flexible enough for all budgets.
  • Users find the Algorithmic Production Scheduling feature limited, necessitating careful evaluation before implementation for complex needs.
  • Users face poor navigation issues in TrakSYS, hindering user adoption and overall experience with the application.

What Are Recent G2 Reviews of TrakSYS?

Nathan Calabrese
NC
Researched and written by Nathan Calabrese
Updated October 3, 2024

Learn More About Manufacturing Execution System (MES) Software

What is Manufacturing Execution System (MES) Software?

Manufacturing execution system (MES) software helps manufacturers execute production plans by implementing work orders on the shop floor. While enterprise resource planning (ERP) systems help manage production schedules, MES software manages manufacturing operations. Sometimes referred to as manufacturing operations management software, MES allows manufacturers to track production cycles to identify bottlenecks, monitor quality in real time, and measure shop floor performance.

MES is a critical component of industry 4.0 which aims to improve digital transformation by automating manufacturing processes. According to research by Manufacturing Enterprise Solutions Association (MESA) International, MES is an essential part of a manufacturer’s software ecosystem.

What Does MES Stand For?

MES stands for manufacturing execution systems, which describes how this software differs from ERP for manufacturing. MES manages the execution of production orders created in ERP systems.

What Types of Manufacturing Execution System (MES) Software Exist?

MES types vary depending on how the software is delivered and the industry focus of the solution.

Industry-specific or agnostic

MES functionality depends on the type of manufacturing the solution is being used for. The main manufacturing categories are discrete (medical devices, process pharmaceuticals, and engineering) to order. Mixed-mode ERP combines two or all of these manufacturing categories. For instance, the aerospace industry requires discrete ERP for parts and ETO ERP to assemble an aircraft. 

Standalone or part of a suite

MES is usually sold and used as a standalone software solution but can also be deployed as part of a more extensive manufacturing suite that generally includes other software such as ERP systems and quality management systems. 

What are the Common Features of Manufacturing Execution System (MES) Software?

The following are some core features within MES software that can help users improve quality and increase productivity:

Resource allocation: Production requires raw materials, ingredients, and components to manufacture finished products, as well as labor and equipment. All these resources are allocated to production orders by MES systems based on the quantities required and their availability. 

Shop floor management: Dispatching employees on the factory floor is essential in any manufacturing process. Using resource planning, MES assigns technicians to equipment and workstations and ensures everyone knows what to do and when by creating clear work instructions.

Production scheduling: While the production process is defined in advance, production orders may change either because manufacturers adjust their priorities or because of issues such as defective equipment and lack of inventory. 

Production monitoring: MES tracks production output and product quality while also focusing on traceability across all production stages. Monitoring should provide real-time data so production and quality managers quickly identify issues that may negatively impact production, equipment, and employees.

Data collection and analysis: MES collects production data which is transferred to other information systems such as business intelligence to analyze manufacturing performance, production costs, and equipment efficiency.

What are the Benefits of Manufacturing Execution System (MES) Software?

The main benefits of MES are:

Production visibility: MES provides visibility into all stages of the production process with real-time updates on what is being manufactured, the estimated time to completion, and who is in charge. 

Reduced costs: Better visibility helps manufacturers avoid costly errors that may compromise an entire production batch if not detected early. It also allows other departments like accounting to track production costs. 

Increased productivity: By using MES, shop floor employees know precisely what they need to do and how. Also, production managers can optimize equipment use through planning, thus reducing downtimes, which reduces the wait time between production cycles.

Improved overall equipment effectiveness (OEE): OEE is a global standard used to measure manufacturing productivity. It is often used as a benchmark to compare a manufacturer's performance with its peers in the same industry. MES helps improve OEE scores, a significant competitive advantage for manufacturers.

Who Uses Manufacturing Execution System (MES) Software?

Production managers: To execute production orders, managers need to implement manufacturing business processes on the shop floor. MES also provides real-time visibility into everything on the factory floor, from production activities to quality inspections and equipment maintenance.

Shop floor employees: Shop floors are, by definition, paperless since production employees need to focus on using and supervising equipment. MES is designed to be easily accessed on mobile devices or touch terminals, allowing employees to find the information and work instructions they need quickly. 

Quality managers: Quality professionals use MES to define workflows for inspections and testing to determine nonconformance and implement corrective actions. For instance, a batch of ice cream that isn't sweet enough can be adjusted by adding more sugar. However, if it's too sweet, the batch may be compromised, so it's critical for quality supervisors to detect issues before their impact is irreversible.

What are the Alternatives to Manufacturing Execution System (MES) Software?

Alternatives to MES software can replace this type of software, either partially or entirely:

ERP software: ERP solutions that include MES modules are the only viable alternative to MES software. 

Software Related to Manufacturing Execution System (MES) Software

Related solutions that can be used together with MES software include other manufacturing software such as:

ERP systems: ERP for manufacturing, such as discrete ERP, process ERP, ETO ERP, and mixed-mode ERP, identify production requirements based on demand and create production plans that consider the availability of inventory, employees, and equipment. MES uses all this information to execute production orders on the shop floor. 

CAD & PLM software: Product design and engineering teams use this software to launch new products or improve existing ones. Product information such as components, bills of materials, and technical specifications need to be transferred to ERP software to plan production and finally to MES for production execution. Production data can also be transferred from MES and ERP back to PLM systems to gather information through the entire product lifecycle.

Quality management systems (QMS): Quality managers need to ensure that the products manufactured by the company comply with standards and regulations for health and safety, sustainability, or ethical procurement. QMS is used to identify which compliance applies to the manufacturer and how to enforce it during production. 

Asset management software: Asset management software tracks equipment downtime and monitors maintenance management operations to avoid asset failures and accidents. Through connectivity with MES, asset management solutions can analyze real-time shop floor data on all fixed assets used in production. 

Supply chain management software (SCM): SCM manages all activities related to purchasing raw materials and ingredients for production and shipping finished goods. Logistics processes need to be synchronized with production through MES and ERP so that manufacturers know what they need to buy to satisfy demand and how and when to deliver products to customers exactly.

Challenges with Manufacturing Execution System (MES) Software

MES software solutions can come with their own set of challenges. 

Integration: MES can only work together with ERP systems for manufacturing, which makes integration between the two systems critical for manufacturers. While MES vendors provide integration with the most popular ERP systems such as SAP, Oracle, and Microsoft, hundreds of other ERP solutions require custom integration. MES also needs to integrate with supervisory control and data acquisition (SCADA) software to capture data from the industrial equipment used on the shop floor. 

Complexity: Since MES was designed for manufacturers, the software can be as complex as the company's operations. For instance, aerospace manufacturers usually have much more complicated processes than fashion and apparel companies. As a result, MES for aerospace is also more complex, making it challenging to implement and maintain.

Cost: The complexity of the software and additional expenses like custom integration can make MES quite expensive, especially for SMB manufacturers. For this reason, SMBs prefer to buy ERP software with MES functionality, which may not always provide all the features they need. 

Regulatory compliance: MES software needs to comply with regulations and industry standards for manufacturing. For example, the ISA 95 standard aims to safeguard the information exchange between MES and other systems such as ERP. There are also numerous local, national, and international regulations for quality control, which vary by industry. For example, industries like food and beverage or pharmaceuticals are usually higher regulated than discrete manufacturing sectors.

Which Companies Should Buy Manufacturing Execution System (MES) Software?

Manufacturers: Only manufacturing companies can benefit from using MES since they need to create and implement work orders and work instructions, manage routing and sequencing for production activities, track work in process (WIP) and product quality, and sometimes rework finished products to comply with customer requirements. 

How to Buy Manufacturing Execution System (MES) Software

Requirements Gathering (RFI/RFP) for Manufacturing Execution System (MES) Software

As mentioned above, MES can provide industry-specific functionality, which should be the primary focus when creating a requirements list. Other essential requirements to consider are the delivery model of the software (cloud or on-premises) and integration with ERP and other software used in manufacturing.

Compare Manufacturing Execution System (MES) Software Products

Create a long list

A buyer can create a long list of products by eliminating those solutions that do not provide features specific to their industry. For example, a fashion and apparel company won't benefit from using an MES solution designed for food and beverage. 

Create a short list

To create a short list, buyers need to ask vendors to provide detailed information on how their products help with the requirements mentioned above. In addition, companies should require information on MES pricing, implementation, training, and support to further differentiate between vendors. Finally, customer references and product reviews can provide authentic though subjective feedback about vendors and their products.

Conduct demos

While it's difficult to simulate shop floor operations, a demo should aim to show how a buyer can use the MES in production following a real-life scenario. It is also essential to see how MES integrates with ERP and other solutions. Finally, the MES vendor should demonstrate how the system supports unplanned changes to standard operations.

Selection of Manufacturing Execution System (MES) Software

Choose a selection team

The selection team for MES should include production managers, supervisors, end users, quality managers, members of the maintenance team, and the IT department. 

Negotiation

While pricing negotiation is essential, buyers should obtain other benefits such as free 24/7 global support or advanced training. 

Final decision

The final decision should consider all the factors mentioned above: requirements, demos, pricing, and the services offered by the vendor. 

What Does Manufacturing Execution System (MES) Software Cost?

An MES solution's cost comprises the standard license price plus additional customization, implementation, training, and support fees. 

Return on Investment (ROI)

To determine the ROI of an MES solution, manufacturers need to identify its benefits, such as reducing production times or increasing output, then compare them with the costs mentioned above. 

Implementation of Manufacturing Execution System (MES) Software

Who is Responsible for Manufacturing Execution System (MES) Software Implementation?

While the buyer and its production team are ultimately responsible for implementing the solution, the vendor and its partners should be an integral part of the process. Therefore, close cooperation between buyer and vendor is critical for the success of the implementation.

What Does the Implementation Process Look Like for Manufacturing Execution System (MES) Software?

MES implementation should start with a clear description of manufacturing processes, integration requirements, and quality control procedures. When applicable, the next step is data migration from other systems such as ERP or PLM and the old MES solution.

MES configuration and deployment should only happen after the steps above have been completed. 

When Should You Implement Manufacturing Execution System (MES) Software?

If MES is acquired together with a new ERP system, it is recommended that the two solutions be implemented simultaneously. By implementing MES and ERP together, manufacturers ensure that the workflows and processes are consistent across both systems and that production data is captured and transferred optimally.

Manufacturers should not implement MES during peak season since it can disrupt operations and cause delays and potential losses.