# Best Manufacturing Execution System (MES) Software - Page 2 *By [Nathan Calabrese](https://research.g2.com/insights/author/nathan-calabrese)* Manufacturing execution system (MES) software is used by manufacturers to monitor the production process. Manufacturing companies benefit from MES by tracking real-time production data, which they can use to optimize the production output. Manufacturing execution systems is used mostly by production managers, shop floor supervisors, and the employees involved in the production process. Managers and supervisors utilize MES software to implement production plans and monitor efficiency, as well as to detect potential issues and implement corrective actions. Shop floor employees use this type of software to follow their work schedules, allocate resources to the right workstation for each production stage, and alert supervisors and managers when something goes wrong. MES software requires data from supervisory control and data acquisition systems (SCADA), which are utilized to manage and control the equipment used in production. It is also critical for manufacturers to integrate this type of software with their [ERP solutions](https://www.g2.com/categories/erp) to transfer information on production performance, materials consumption, and so on. For large and complex manufacturing processes, it is important to integrate MES with solutions such as [product lifecycle management (PLM)](https://www.g2.com/categories/plm), supply chain management, and [enterprise asset management (EAM)](https://www.g2.com/categories/enterprise-asset-management-eam). To qualify for inclusion in the Manufacturing Execution Systems (MES) category, a product must: - Implement production plans and schedules and adjust them when required - Allocate resources (human and material) to each production stage and activity - Provide shop floor employees with detailed plans on which tasks to perform during the production cycle - Deliver visual representations of the shop floor as well as physical locations of workstations and equipment - Allow managers to monitor movements of materials and personnel on the shop floor in real time - Capture data from SCADA systems and analyze it to track equipment performance - Help managers identify potential production issues and take action when needed - Include reports, dashboards, and analytics capabilities to track production output, resource utilization, or equipment performance ## Top Manufacturing Execution System (MES) Software at a Glance | # | Product | Rating | Best For | What Users Say | |---|---------|--------|----------|----------------| | 1 | [SAP Digital Manufacturing](https://www.g2.com/products/sap-digital-manufacturing/reviews) | 4.1/5.0 (68 reviews) | SAP-native shop-floor-to-ERP execution | "[Real-Time Manufacturing Visibility That Boosts Efficiency](https://www.g2.com/survey_responses/sap-digital-manufacturing-review-12737499)" | | 2 | [Kinetic](https://www.g2.com/products/epicor-kinetic/reviews) | 3.9/5.0 (722 reviews) | Quote-to-cash manufacturing with deep customization | "[Epicor Kinetic in the cloud](https://www.g2.com/survey_responses/kinetic-review-5072455)" | | 3 | [MasterControl Manufacturing Excellence](https://www.g2.com/products/mastercontrol-manufacturing-excellence/reviews) | 4.4/5.0 (142 reviews) | Electronic batch records with quality-embedded controls | "[Mx for Life Sciences](https://www.g2.com/survey_responses/mastercontrol-manufacturing-excellence-review-8512559)" | | 4 | [Opcenter MOM](https://www.g2.com/products/opcenter-mom/reviews) | 4.0/5.0 (72 reviews) | PLM-to-shop-floor digital work instructions | "[Powerful and Flexible, Yet Dated UI](https://www.g2.com/survey_responses/opcenter-mom-review-13055893)" | | 5 | [Katana Cloud Inventory](https://www.g2.com/products/katana-cloud-inventory/reviews) | 4.4/5.0 (117 reviews) | Multi-level BOM manufacturing with real-time inventory | "[Always new ways to connect systems together](https://www.g2.com/survey_responses/katana-cloud-inventory-review-6546154)" | | 6 | [AMFG](https://www.g2.com/products/amfg/reviews) | 4.5/5.0 (66 reviews) | End-to-end AM and CNC production execution | "[AMFG Streamlines Quotes, Scheduling, and Reporting for Faster, Fewer-Error Production](https://www.g2.com/survey_responses/amfg-review-12390833)" | | 7 | [Plex Smart Manufacturing Platform](https://www.g2.com/products/plex-smart-manufacturing-platform/reviews) | 3.9/5.0 (73 reviews) | End-to-end shop floor traceability and quality control | "[If I could decide again, I will still vote for PLEX to be our ERP](https://www.g2.com/survey_responses/plex-smart-manufacturing-platform-review-6928012)" | | 8 | [L2L](https://www.g2.com/products/l2l/reviews) | 4.3/5.0 (215 reviews) | Shop-floor dispatch and OEE visibility | "[SG has been an absolute game changer for training and consistent quality on our production floor!](https://www.g2.com/survey_responses/l2l-review-8798690)" | | 9 | [PINpoint MES](https://www.g2.com/products/pinpoint-mes/reviews) | 4.7/5.0 (50 reviews) | Discrete assembly traceability with DC tool interlocking | "[Upgrade V6 Pinpoint Panther Site](https://www.g2.com/survey_responses/pinpoint-mes-review-11167150)" | | 10 | [Smart Factory Suite](https://www.g2.com/products/smart-factory-suite/reviews) | 4.1/5.0 (36 reviews) | Real-time OEE visibility with shopfloor analytics | "[Real-time industrial monitoring and control platform](https://www.g2.com/survey_responses/smart-factory-suite-review-12907250)" | --- ## What Are the Most Common Questions About Manufacturing Execution System (MES) Software? *AI-generated · Last updated: May 26, 2026* ### What Manufacturing Execution System solutions reducing costly manual process overhead for mid-market operations teams? Based on G2 reviews, buyers evaluating Manufacturing Execution System (MES) Software for reducing manual process overhead often prioritize products that centralize production data, replace spreadsheets or paper-based records, and improve real-time visibility. According to verified users, SAP Digital Manufacturing helps connect shop-floor activity with ERP data, reducing manual reporting and improving production tracking. G2 reviewers mention Kinetic for integrated workflows, scheduling, and shop-floor planning that keep multiple departments in one system. Katana Cloud Inventory is also noted for helping manufacturers move away from spreadsheets while improving inventory and production coordination. Across reviews, the biggest time savings come from better data accuracy, fewer disconnected systems, and faster response to production issues. ### What Manufacturing Execution System solutions integrating and working seamlessly with existing enterprise technology stacks? Based on G2 reviews, integration strength is a major theme for Manufacturing Execution System (MES) Software buyers with established enterprise systems. According to verified users, SAP Digital Manufacturing is frequently praised for connecting manufacturing execution with SAP ERP, supply chain, and broader business processes, giving teams a more unified view of operations. G2 reviewers mention TrakSYS for its multiple integration tools that connect OT and IT systems, while Fulcrum is highlighted for cloud-first architecture and API flexibility that supports links to accounting, analytics, and quality systems. Reviewers consistently describe seamless integrations as valuable when replacing fragmented data flows, improving traceability, and helping production, planning, and inventory teams stay aligned. ### What most reliable Manufacturing Execution System platforms based on reviews from long-term enterprise users? Based on G2 reviews, reliability in Manufacturing Execution System (MES) Software is usually described through steady daily use, dependable visibility, and support for critical production workflows over time. According to verified users, SAP Digital Manufacturing is often described as a strong fit for enterprise environments that need real-time production visibility, centralized data, and close ERP alignment, though some reviewers note setup complexity. G2 reviewers also describe Kinetic as a dependable platform that supports ongoing manufacturing, inventory, and scheduling operations, while Fulcrum is recognized for helping teams maintain control across quoting, scheduling, and inventory. Long-term reviewers generally associate reliability with consistent tracking, reduced spreadsheet dependence, and better coordination across departments and sites. **Here are some of the top-rated products on G2:** - [SAP Digital Manufacturing](https://www.g2.com/products/sap-digital-manufacturing/reviews) – used for real-time production visibility, ERP-connected execution, and centralized shop-floor reporting - [Kinetic](https://www.g2.com/products/epicor-kinetic/reviews) – used for scheduling, inventory, workflows, and multi-department manufacturing operations - [Fulcrum](https://www.g2.com/products/fulcrum-fulcrum/reviews) – used for inventory control, job tracking, scheduling, and production visibility across modern manufacturing teams ### Which Manufacturing Execution System vendors provide responsive customer support during critical production incidents? Based on G2 reviews, customer support quality varies by product, but several vendors are repeatedly recognized for being responsive when manufacturing teams need help quickly. According to verified users, Kinetic reviewers often mention access to support groups and help during implementation or customization issues. G2 reviewers also highlight Lineview for highly engaged support teams that help users work through reporting, downtime analysis, and operational questions. Shoplogix Smart Factory Suite is also described as having helpful support, especially for implementations and plant reporting needs. In this recent review set, Kinetic stands out as the single most-reviewed option among products discussed for responsive support, while buyers should still evaluate whether they need stronger onboarding, reporting assistance, or ongoing technical guidance. ### Which Manufacturing Execution System tools work best for small teams lacking dedicated IT support staff? Based on G2 reviews, small teams without dedicated IT support tend to value ease of use, straightforward setup, and minimal reliance on outside consultants. According to verified users, Katana Cloud Inventory is often described as intuitive, fast to learn, and helpful for small manufacturers moving beyond spreadsheets while managing inventory, production, and purchasing in one place. G2 reviewers also mention MRPeasy for keeping production, inventory, and purchasing aligned without unnecessary complexity, and Smart Shop Floor for giving teams live visibility that is easy to train across different roles. Reviewers consistently suggest that small teams do best with tools that simplify daily execution, reduce manual updates, and make onboarding easier for nontechnical users. ### Which Manufacturing Execution System platforms deliver fastest time to value for distributed remote teams? Based on G2 reviews, fast time to value for distributed or multi-location teams usually comes from quick onboarding, cloud access, and the ability to give users shared visibility without heavy setup. According to verified users, Kinetic is frequently praised for browser-based access, modern web views, and support for multiple device types, which helps distributed teams access manufacturing data more easily. G2 reviewers also note Katana Cloud Inventory for intuitive onboarding and connected workflows across inventory, production, and accounting, while Smart Shop Floor is recognized for live visibility that different teams can use from the same system. Reviewers generally connect faster time to value with simpler implementation, easier training, and immediate improvements in visibility and coordination. ### What highest rated Manufacturing Execution System for organizations transitioning from legacy systems and infrastructure? Based on G2 reviews, organizations moving off legacy systems tend to prioritize products that centralize fragmented processes, improve visibility, and reduce manual reconciliation. According to verified users, SAP Digital Manufacturing is frequently chosen to replace disconnected spreadsheets, manual reporting, and separate shop-floor systems with a more integrated manufacturing environment. G2 reviewers also mention Kinetic for modernizing older ERP and production workflows, while AMFG is described as helping teams move from spreadsheets and manual tracking into centralized scheduling and production management. Reviews suggest that successful legacy transitions depend less on feature breadth alone and more on how well the platform unifies production data, supports training, and helps teams standardize processes after go-live. ### What most trusted Manufacturing Execution System platforms by operations leaders based on user reviews? Based on G2 reviews, trust in Manufacturing Execution System (MES) Software is usually tied to visibility, consistency, and confidence in day-to-day decision-making. According to verified users, SAP Digital Manufacturing is trusted for connecting shop-floor operations with enterprise processes and giving operations teams real-time transparency. G2 reviewers also describe Kinetic as a dependable system for planning, inventory, and manufacturing workflows, while Shoplogix Smart Factory Suite is trusted for real-time machine and OEE visibility that helps teams focus on downtime and performance issues. Across reviews, operations leaders appear to trust platforms that reduce manual work, support faster issue identification, and create a clearer operational picture across plants, lines, or departments. **Here are some of the top-rated products on G2:** - [SAP Digital Manufacturing](https://www.g2.com/products/sap-digital-manufacturing/reviews) – trusted for real-time shop-floor visibility and close connection to enterprise workflows - [Kinetic](https://www.g2.com/products/epicor-kinetic/reviews) – trusted for manufacturing planning, inventory visibility, and customizable operational workflows - [Shoplogix Smart Factory Suite](https://www.g2.com/products/shoplogix-smart-factory-suite/reviews) – trusted for live production monitoring, downtime analysis, and OEE-focused visibility ### What Best Manufacturing Execution System tools delivering strong implementation support for large enterprise deployments? Based on G2 reviews, large enterprise deployments often require strong onboarding, training, and vendor guidance because implementation complexity is a recurring challenge in this category. According to verified users, SAP Digital Manufacturing delivers broad enterprise functionality and SAP ecosystem alignment, but reviewers frequently note that rollout requires planning, technical coordination, and user training. G2 reviewers also point to Kinetic for consultant-supported implementations and broad customization, while AMFG is described as improving cross-department workflows but still requiring time for setup and onboarding. Reviews suggest that the strongest implementation support matters most when manufacturers are migrating legacy processes, integrating multiple systems, or standardizing operations across plants with different requirements. **Here are some of the top-rated products on G2:** - [SAP Digital Manufacturing](https://www.g2.com/products/sap-digital-manufacturing/reviews) – suited for enterprise rollouts that need ERP-connected execution and multi-team coordination - [Kinetic](https://www.g2.com/products/epicor-kinetic/reviews) – suited for manufacturers needing consultant-backed setup and customizable workflows across departments - [AMFG](https://www.g2.com/products/amfg/reviews) – suited for organizations centralizing scheduling, order workflows, and production visibility across teams ### What are the best Manufacturing Execution System platforms for teams beginning digital transformation? Based on G2 reviews, teams beginning digital transformation usually look for Manufacturing Execution System (MES) Software that replaces paper, spreadsheets, and disconnected tools with clearer visibility and easier daily execution. According to verified users, SAP Digital Manufacturing helps centralize production data and connect shop-floor operations to ERP processes, which supports a more data-driven environment. G2 reviewers also mention Katana Cloud Inventory for helping teams move off spreadsheets while improving inventory and production coordination, and MasterControl Manufacturing Excellence for digitizing batch records and reducing paper-heavy workflows. Reviewers consistently point to early wins such as better traceability, less manual entry, and faster access to operational information when starting digital transformation initiatives. **Here are some of the top-rated products on G2:** - [SAP Digital Manufacturing](https://www.g2.com/products/sap-digital-manufacturing/reviews) – helps teams centralize shop-floor data and replace disconnected reporting processes - [Katana Cloud Inventory](https://www.g2.com/products/katana-cloud-inventory/reviews) – helps teams move off spreadsheets and connect inventory with production workflows - [MasterControl Manufacturing Excellence](https://www.g2.com/products/mastercontrol-manufacturing-excellence/reviews) – helps teams digitize batch records and reduce paper-based manufacturing processes ## G2 Grid® for Manufacturing Execution System (MES) Software ![G2 Grid® for Manufacturing Execution System (MES) Software plotting products by satisfaction and market presence](https://www.g2.com/categories/manufacturing-execution-system/grids.png?focus%5B%5D=144198&focus%5B%5D=691&focus%5B%5D=93721&focus%5B%5D=59181&focus%5B%5D=90674&focus%5B%5D=93544&focus%5B%5D=40987&focus%5B%5D=161966) Highlighted products: SAP Digital Manufacturing, Kinetic, MasterControl Manufacturing Excellence, Opcenter MOM, Katana Cloud Inventory, AMFG, Plex Smart Manufacturing Platform, and L2L. 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=amfg&focus%5B%5D=plex-smart-manufacturing-platform&focus%5B%5D=l2l) ## How Many Manufacturing Execution System (MES) Software Products Does G2 Track? **Total Products under this Category:** 275 ### Category Stats (Jul 2026) - **Average Rating**: 4.41/5 The average rating of products in this category, based on all submitted ratings - **Top Trending Product**: cronetwork (+4.44%) - Among all products in this category, cronetwork recorded the largest rating increase compared to last month *Last updated: July 13, 2026* ## How Does G2 Rank Manufacturing Execution System (MES) Software Products? **Why You Can Trust G2's Software Rankings:** - 30 Analysts and Data Experts - 2,500+ Authentic Reviews - 275+ 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. ## Which Manufacturing Execution System (MES) Software Is Best for Your Use Case? - **Leader:** [SAP Digital Manufacturing](https://www.g2.com/products/sap-digital-manufacturing/reviews) - **Highest Performer:** [AMFG](https://www.g2.com/products/amfg/reviews) - **Easiest to Use:** [MasterControl Manufacturing Excellence](https://www.g2.com/products/mastercontrol-manufacturing-excellence/reviews) - **Top Trending:** [PINpoint MES](https://www.g2.com/products/pinpoint-mes/reviews) - **Best Free Software:** [Epsilon3](https://www.g2.com/products/epsilon3/reviews) --- **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. [Visit website](https://www.g2.com/external_clickthroughs/record?secure%5Bad_program%5D=ppc&secure%5Bad_slot%5D=category_product_list&secure%5Bcategory_id%5D=1300&secure%5Bchosen_at%5D=2026-07-13T19%3A07%3A00Z&secure%5Bdisplayable_resource_id%5D=1300&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=page_category&secure%5Bplacement_resource_ids%5D%5B%5D=1300&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=98744&secure%5Bresource_id%5D=1300&secure%5Bresource_type%5D=Category&secure%5Bsource_type%5D=category_page&secure%5Bsource_url%5D=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fmanufacturing-execution-system&secure%5Btoken%5D=0b478c7c8deaa8f3bcac0bc16a0e947f962fd83864040a7b73a370a4157abf68&secure%5Burl%5D=https%3A%2F%2Fwww.parsec-corp.com%2Ftraksys-overview%3Futm_source%3DG2%26utm_medium%3Dcpc%26utm_campaign%3Ddefault&secure%5Burl_type%5D=custom_url) --- ## What Are the Top-Rated Manufacturing Execution System (MES) Software Products in 2026? ### 1. [PAS-X](https://www.g2.com/products/pas-x/reviews) The PAS-X MES provides out-of-the-box maximum standard functionality for all applications in the pharmaceutical and biopharmaceutical sector. Companies using PAS-X benefit from lean production and operational excellence. **Average Rating:** 4.4/5.0 **Total Reviews:** 11 **How Do G2 Users Rate PAS-X?** - **Has the product been a good partner in doing business?:** 8.3/10 (Category avg: 8.8/10) - **Quality of Support:** 7.8/10 (Category avg: 8.9/10) - **Ease of Use:** 8.3/10 (Category avg: 8.6/10) - **Ease of Admin:** 8.3/10 (Category avg: 8.4/10) **Who Is the Company Behind PAS-X?** - **Seller:** [Körber Pharma](https://www.g2.com/sellers/korber-pharma) - **HQ Location:** Hamburg, Hamburg - **Twitter:** @WerumCareers (6 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/koerber-pharma/ (2,130 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 45% Enterprise, 27% Small-Business #### What Are PAS-X's Pros and Cons? **Pros:** - Ease of Use (1 reviews) - Integrations (1 reviews) **Cons:** - Poor Customer Support (1 reviews) - Training Difficulties (1 reviews) ### What Do G2 Reviewers Say About PAS-X? *AI-generated summary from verified user reviews* **Pros:** - Users find **ease of use** in PAS-X, particularly appreciating its seamless integration into existing systems. - Users praise the **easy integration** of PAS-X with EBrs, simplifying their system implementation processes. **Cons:** - Users often experience **poor customer support** , hindering their ability to receive timely assistance and training improvements. - Users find the **training difficulties** of PAS-X hinder proper utilization and efficiency in the system. #### What Are Recent G2 Reviews of PAS-X? **"[Nice working](https://www.g2.com/survey_responses/pas-x-review-9653171)"** **Rating:** 5.0/5.0 stars *— Laraib M.* [Read full review](https://www.g2.com/survey_responses/pas-x-review-9653171) --- **"[great for electronic batch records](https://www.g2.com/survey_responses/pas-x-review-10330156)"** **Rating:** 4.5/5.0 stars *— Verified User in Pharmaceuticals* [Read full review](https://www.g2.com/survey_responses/pas-x-review-10330156) --- #### What Are G2 Users Discussing About PAS-X? - [What does Pas-X do?](https://www.g2.com/discussions/what-does-pas-x-do) - [How does the MES system work?](https://www.g2.com/discussions/how-does-the-mes-system-work) - [What is PAS-x used for?](https://www.g2.com/discussions/what-is-pas-x-used-for) ### 2. [AIMSCO](https://www.g2.com/products/aimsco/reviews) AIMSCO is a leading cloud-based provider of no-code applications for quality management and production operations to manufacturers and industrial companies globally. AIMSCO's eChecksheets™ empower quality and process engineers to rapidly deliver lightweight apps to connected workers for faster-than-paper lean data collection, driving continuous improvement. Key users can easily build and deploy QMS, MES, Supply Chain and Warehouse Logistics applications with AIMSCO's cloud-based eChecksheets, the leading cloud-based, digital check sheet. AIMSCO eChecksheets (eCS) can be deployed stand-alone or combined with existing ERP, IoT, applications and devices. The AIMSCO eCS platform integrates securely and easily with IoT, equipment, enterprise applications and Office 365. Manufacturing intelligence is delivered through AIMSCO Power Plant™, which surfaces eCS data through Microsoft Power BI®. With powerful self-service analytics, key users drive rapid root cause analysis, alternatives evaluation, process optimization, and machine learning. A Microsoft Azure application, AIMSCO customers are assured of the highest standards for reliability, accessibility and security. **Average Rating:** 4.5/5.0 **Total Reviews:** 26 **How Do G2 Users Rate AIMSCO?** - **Has the product been a good partner in doing business?:** 9.6/10 (Category avg: 8.8/10) - **Quality of Support:** 9.8/10 (Category avg: 8.9/10) - **Ease of Use:** 8.5/10 (Category avg: 8.6/10) - **Ease of Admin:** 8.2/10 (Category avg: 8.4/10) **Who Is the Company Behind AIMSCO?** - **Seller:** [AIMSCO](https://www.g2.com/sellers/aimsco) - **Company Website:** https://aimsco.com - **Year Founded:** 1997 - **HQ Location:** Chapel Hill, US - **LinkedIn® Page:** https://www.linkedin.com/company/aims-co./ (14 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Maritime - **Company Size:** 77% Mid-Market, 15% Enterprise #### What Are AIMSCO's Pros and Cons? **Pros:** - Customer Support (2 reviews) - Accessibility (1 reviews) - Customer Success (1 reviews) - Ease of Access (1 reviews) - Ease of Use (1 reviews) **Cons:** - Limited Options (2 reviews) - Inflexibility (1 reviews) - Learning Curve (1 reviews) - Outdated Design (1 reviews) - Poor Mobile Compatibility (1 reviews) ### What Do G2 Reviewers Say About AIMSCO? *AI-generated summary from verified user reviews* **Pros:** - Users praise the **responsive customer support** of AIMSCO, noting their quick issue resolution and helpful feedback process. - Users appreciate the **easy accessibility** of AIMSCO, enabling quick implementation and efficient support responses. - Users appreciate the **unmatched responsiveness** of AIMSCO's support team, making issue resolution smooth and collaborative. - Users appreciate the **ease of access** with AIMSCO, finding it simple to implement and use for check sheets. - Users value the **ease of use** of AIMSCO, finding it simple to implement and manage check sheets. **Cons:** - Users express frustration with the **limited options** for personalization and support for mobile devices in AIMSCO. - Users find **inflexibility** in AIMSCO, noting outdated systems and challenges in personalization affecting overall satisfaction. - Users find the **learning curve steep** for AIMSCO, especially when configuring complex check sheets and reports. - Users find the **outdated design** of AIMSCO systems can hinder personalization and overall user experience. - Users express frustration with the **poor mobile compatibility** of AIMSCO, wishing for better support on tablets and phones. #### What Are Recent G2 Reviews of AIMSCO? **"[Operator-Friendly, Customizable Checksheets with Hands-On AIMSCO Support](https://www.g2.com/survey_responses/aimsco-review-12548577)"** **Rating:** 4.5/5.0 stars *— Dwight M.* [Read full review](https://www.g2.com/survey_responses/aimsco-review-12548577) --- **"[The magnitude of benefits that AIMSCO has given Stingray Boats.](https://www.g2.com/survey_responses/aimsco-review-11633704)"** **Rating:** 4.5/5.0 stars *— Croxton W.* [Read full review](https://www.g2.com/survey_responses/aimsco-review-11633704) --- #### What Are G2 Users Discussing About AIMSCO? - [What is AIMSCO used for?](https://www.g2.com/discussions/what-is-aimsco-used-for) ### 3. [Amper](https://www.g2.com/products/amper/reviews) Amper FactoryOS is designed to assist manufacturers in tracking, planning, executing, and enhancing their operations. This innovative solution leverages real-time Internet of Things (IoT) data to provide a comprehensive view of manufacturing processes, ensuring that users can monitor and control their shop floor activities effectively. With a focus on security, integration, and operational workflows, FactoryOS serves as a centralized hub for all manufacturing data, enabling businesses to optimize their performance. The target audience for Amper FactoryOS includes manufacturers of all sizes looking to improve their operational efficiency and decision-making capabilities. This system is particularly beneficial for organizations that require seamless integration with existing Enterprise Resource Planning (ERP) systems, as it enhances connectivity and data flow between various manufacturing processes. By utilizing FactoryOS, manufacturers can streamline their operations, reduce downtime, and ultimately increase productivity. Key features of Amper FactoryOS include real-time data collection from machines, teams, and jobs, which provides users with live visibility into their operations. This functionality allows manufacturers to identify bottlenecks, monitor performance metrics, and make informed decisions based on accurate data. Additionally, the system's robust integrations ensure that it can easily connect with other software solutions, facilitating a more cohesive manufacturing environment. The stringent security standards implemented within FactoryOS also ensure that sensitive data remains protected, giving users peace of mind as they manage their operations. The benefits of using Amper FactoryOS extend beyond mere data collection. By automating insights and providing a clear overview of shop floor activities, manufacturers can enhance their operational workflows and drive continuous improvement. The ability to make data-driven decisions empowers organizations to respond quickly to changing market demands and optimize their resource allocation. As a turnkey solution, FactoryOS simplifies the implementation process, allowing manufacturers to focus on their core operations while enjoying the advantages of a modern MES. **Average Rating:** 4.4/5.0 **Total Reviews:** 24 **How Do G2 Users Rate Amper?** - **Has the product been a good partner in doing business?:** 9.6/10 (Category avg: 8.8/10) - **Quality of Support:** 9.4/10 (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 Amper?** - **Seller:** [ECI Software Solutions](https://www.g2.com/sellers/eci-software-solutions-9e86cb19-2c01-4708-a6d8-ce055f0aff6d) - **Year Founded:** 1999 - **HQ Location:** Westlake, US - **Twitter:** @ECISolutions (1,641 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/eci-software--solutions/ (1,662 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Manufacturing, Machinery - **Company Size:** 58% Mid-Market, 42% Small-Business #### What Are Amper's Pros and Cons? **Pros:** - Customer Support (11 reviews) - Ease of Use (10 reviews) - Features (10 reviews) - Efficiency (7 reviews) - Real-time Tracking (7 reviews) **Cons:** - Complex Usability (9 reviews) - Feature Limitations (6 reviews) - Limited Functionality (5 reviews) - Connectivity Issues (4 reviews) - Data Management Issues (4 reviews) ### What Do G2 Reviewers Say About Amper? *AI-generated summary from verified user reviews* **Pros:** - Users highlight the **A+ customer support** of Amper, which significantly enhances their experience and overall satisfaction. - Users value the **ease of use** and seamless integration of Amper, enhancing their data display experience. - Users appreciate Amper's **customization capabilities** , enhancing data management and improving communication across different operational levels. - Users appreciate Amper for its **efficiency in real-time insights** , enabling better management and quick problem resolution on the shop floor. - Users value the **real-time tracking** of Amper, enabling swift responses to production issues and enhancing plant efficiency. **Cons:** - Users find the **complex usability** of Amper challenging, especially regarding manual cycle time tracking and data accuracy. - Users highlight **feature limitations** in Amper, particularly regarding multilingual support and unnecessary tools for niche needs. - Users face challenges due to **limited functionality** in Amper, leading to confusion and inaccurate data collection. - Users experience occasional **connectivity issues** that can disrupt functionality, especially in challenging wireless environments. - Users face **data management issues** requiring constant oversight, leading to potential inaccuracies and time-consuming processes. #### What Are Recent G2 Reviews of Amper? **"[Good software to transform data in information in real time](https://www.g2.com/survey_responses/amper-review-11407126)"** **Rating:** 4.5/5.0 stars *— Mário Cesar M.* [Read full review](https://www.g2.com/survey_responses/amper-review-11407126) --- **"[Insightful Monitoring with Essential Data Visibility](https://www.g2.com/survey_responses/amper-review-10959280)"** **Rating:** 4.0/5.0 stars *— Verified User in Manufacturing* [Read full review](https://www.g2.com/survey_responses/amper-review-10959280) --- ### 4. [UMH](https://www.g2.com/products/umh/reviews) United Manufacturing Hub is an open-source Industrial IoT (IIoT) data infrastructure platform designed to simplify and accelerate digital transformation in manufacturing. It unifies data across machines, processes, and enterprise systems, providing real-time visibility and advanced analytics that empower your teams to make data-driven decisions on the shop floor and across the organization. **Average Rating:** 5.0/5.0 **Total Reviews:** 10 **How Do G2 Users Rate UMH?** - **Has the product been a good partner in doing business?:** 9.7/10 (Category avg: 8.8/10) - **Quality of Support:** 9.8/10 (Category avg: 8.9/10) - **Ease of Use:** 8.7/10 (Category avg: 8.6/10) - **Ease of Admin:** 8.7/10 (Category avg: 8.4/10) **Who Is the Company Behind UMH?** - **Seller:** [UMH Systems](https://www.g2.com/sellers/umh-systems) - **Year Founded:** 2021 - **HQ Location:** Cologne, DE - **LinkedIn® Page:** https://www.linkedin.com/company/united-manufacturing-hub (37 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Manufacturing - **Company Size:** 36% Enterprise, 36% Small-Business #### What Are UMH's Pros and Cons? **Pros:** - Ease of Use (6 reviews) - Features (6 reviews) - Customer Support (5 reviews) - Easy Implementation (3 reviews) - Efficiency Improvement (3 reviews) **Cons:** - Limited Flexibility (2 reviews) - Technical Issues (2 reviews) - Usability Issues (2 reviews) - Complex Implementation (1 reviews) - Complexity Issues (1 reviews) ### What Do G2 Reviewers Say About UMH? *AI-generated summary from verified user reviews* **Pros:** - Users find the **ease of use** of UMH remarkable, enabling quick setup and immediate results without extensive skills. - Users appreciate the **fast implementation and supportive community** , enabling quick results and ease of use. - Users highlight the **excellent customer support** of UMH, adapting swiftly to meet their needs effectively. - Users highlight the **easy implementation** of UMH, allowing for quick setup and immediate results. - Users value the **efficiency improvement** of UMH, enabling fast implementation and quick results with minimal effort. **Cons:** - Users find the **limited flexibility** of UMH resources doesn't align with their expectations, hoping for future improvements. - Users find that **technical issues** hinder ease of use, requiring a certain level of IT knowledge for effective integration. - Users face **usability issues** due to the need for technical background and IT-OT maturity for effective use. - Users find the **complex implementation** of UMH challenging, needing significant technical knowledge for effective use. - Users note that a **technical background is necessary** for UMH, highlighting complexity issues for broader adoption. #### What Are Recent G2 Reviews of UMH? **"[Easy to use, fully open source IoT-platform with little to none limitations](https://www.g2.com/survey_responses/umh-review-10879811)"** **Rating:** 5.0/5.0 stars *— Daniel H.* [Read full review](https://www.g2.com/survey_responses/umh-review-10879811) --- **"[The Manufacturing Hub That Will Save The Industry](https://www.g2.com/survey_responses/umh-review-10882471)"** **Rating:** 5.0/5.0 stars *— Brian P.* [Read full review](https://www.g2.com/survey_responses/umh-review-10882471) --- ### 5. [AmpleLogic Electronic Batch Manufacturing Record (EBMR)](https://www.g2.com/products/amplelogic-electronic-batch-manufacturing-record-ebmr/reviews) AmpleLogic eBMR is a standard manufacturing execution system (MES) that was developed specifically for the Pharmaceutical and Biotechnology industries. Our Electronic Batch Recording Software assists in the thorough recording of manufacturing processes relevant to a product. By using electronic work instructions, process checkpoints, process mapping, and effective exception handling, it helps you optimize your processes. Paper batch records, batch approval, and batch release processes are replaced by an online environment using EBR Software, resulting in paperless manufacturing. AmpleLogic Electronic Batch Record System is based on a LOW CODE and NO CODE (LCNC) PLATFORM with a modular design that enables the process of pharmaceutical manufacturers to be broken down into small components. Each batch can have its own specific set of activities that must be completed for each batch to be accomplished (such as Punch Specifications) and drag-and-drop processes can be used to do this. Users can also select process-specific activities (such as average coating mass, de-blistering, and milling) for each batch to be executed. AmpleLogic eBMR Software can be easily integrated with instruments and equipment to enhance performance and ensure the credibility of manufacturing processes. This is how the AmpleLogic eBMR Solution maintains real-time visibility and traceability of industrial activities and processes. **Average Rating:** 4.8/5.0 **Total Reviews:** 7 **How Do G2 Users Rate AmpleLogic Electronic Batch Manufacturing Record (EBMR)?** - **Has the product been a good partner in doing business?:** 8.8/10 (Category avg: 8.8/10) - **Quality of Support:** 9.5/10 (Category avg: 8.9/10) - **Ease of Use:** 9.8/10 (Category avg: 8.6/10) - **Ease of Admin:** 9.2/10 (Category avg: 8.4/10) **Who Is the Company Behind AmpleLogic Electronic Batch Manufacturing Record (EBMR)?** - **Seller:** [AmpleLogic](https://www.g2.com/sellers/amplelogic) - **Year Founded:** 2010 - **HQ Location:** Hyderabad, Telangana - **Twitter:** @Ample_Logic (636 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/ample-logic/ (322 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Pharmaceuticals - **Company Size:** 86% Mid-Market, 14% Enterprise #### What Are Recent G2 Reviews of AmpleLogic Electronic Batch Manufacturing Record (EBMR)? **"[Amplelogic Electronic BMR is good option](https://www.g2.com/survey_responses/amplelogic-electronic-batch-manufacturing-record-ebmr-review-9114618)"** **Rating:** 5.0/5.0 stars *— Silpa K.* [Read full review](https://www.g2.com/survey_responses/amplelogic-electronic-batch-manufacturing-record-ebmr-review-9114618) --- **"[AmpleLogic Electronic Batch Record (eBMR) Unlocking Streamlined Manufacturing Excellence](https://www.g2.com/survey_responses/amplelogic-electronic-batch-manufacturing-record-ebmr-review-8995508)"** **Rating:** 5.0/5.0 stars *— rajendra p.* [Read full review](https://www.g2.com/survey_responses/amplelogic-electronic-batch-manufacturing-record-ebmr-review-8995508) --- ### 6. [Fulcrum](https://www.g2.com/products/fulcrum-fulcrum/reviews) Fulcrum replaces ERP, MRP, QMS, and MES with a Manufacturing Software-as-a-Service (SaaS) platform, allowing small and mid-sized manufacturers to improve efficiency through workflow optimization and automated data collection. Fulcrum delivers value through a fully digital, paperless workflow leveraging machine learning, automation, predictive analytics, and advanced heuristics to drive throughput and profitability. Software doesn't have to be complicated. The software you use in your personal life (Facebook, Uber, Amazon, etc.) is intuitive, and you don't need training to understand how it works. Why should your business software be any different? We're helping manufacturers transition to cutting-edge, future-proof software that lowers the stress of everyday operations, gets more out of good employees who are difficult to hire, automates tedious tasks, and operates more efficiently than what exists in the manufacturing software space today. **Average Rating:** 4.9/5.0 **Total Reviews:** 31 **How Do G2 Users Rate Fulcrum?** - **Has the product been a good partner in doing business?:** 9.9/10 (Category avg: 8.8/10) - **Quality of Support:** 9.6/10 (Category avg: 8.9/10) - **Ease of Use:** 9.5/10 (Category avg: 8.6/10) - **Ease of Admin:** 9.5/10 (Category avg: 8.4/10) **Who Is the Company Behind Fulcrum?** - **Seller:** [Fulcrum](https://www.g2.com/sellers/fulcrum-99553cd4-cff4-4d2f-a1a5-7cd0a1cf4125) - **Year Founded:** 2015 - **HQ Location:** Minneapolis, Minnesota - **Twitter:** @fulcrumhq (255 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/fulcrumpro/ (83 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Manufacturing - **Company Size:** 80% Small-Business, 13% Mid-Market #### What Are Fulcrum's Pros and Cons? **Pros:** - Ease of Use (12 reviews) - Customer Support (9 reviews) - Customer Service (8 reviews) - Features (8 reviews) - User-Friendly (8 reviews) **Cons:** - Complex Usability (7 reviews) - Limited Functionality (4 reviews) - Technical Glitches (4 reviews) - Complexity (3 reviews) - Inefficient Workflow (3 reviews) ### What Do G2 Reviewers Say About Fulcrum? *AI-generated summary from verified user reviews* **Pros:** - Users enjoy the **ease of use** of Fulcrum, leading to improved efficiency and streamlined operations across teams. - Users praise Fulcrum's **exceptional customer support** , noting quick resolutions and proactive assistance that enhance overall efficiency. - Users commend the **exceptional customer support** of Fulcrum, highlighting quick resolutions and proactive assistance during implementation. - Users commend the **intuitive design and excellent customer support** of Fulcrum, which enhances operational efficiency and satisfaction. - Users appreciate the **intuitive and user-friendly interface** of Fulcrum, which facilitates quick adoption and efficient workflows. **Cons:** - Users report **complex usability** challenges with Fulcrum, particularly in data setup and integration with other software. - Users find **limited functionality** in reports and editing jobs, though improvements are actively being made. - Users experience occasional **technical glitches** with Fulcrum, but appreciate the quick resolutions provided by support. - Users find Fulcrum's **complexity** can be overwhelming, especially with its constant updates and limited job editing options. - Users note an **inefficient workflow** due to extensive manual setup and integration challenges within Fulcrum ERP. #### What Are Recent G2 Reviews of Fulcrum? **"[Transformative Workflow Management Tool](https://www.g2.com/survey_responses/fulcrum-review-12771946)"** **Rating:** 5.0/5.0 stars *— Stephen T.* [Read full review](https://www.g2.com/survey_responses/fulcrum-review-12771946) --- **"[Fulcrum Aligns Teams with Clear, Visual Value Stream Mapping](https://www.g2.com/survey_responses/fulcrum-review-12769513)"** **Rating:** 5.0/5.0 stars *— Stephen R.* [Read full review](https://www.g2.com/survey_responses/fulcrum-review-12769513) --- #### What Are G2 Users Discussing About Fulcrum? - [What is Fulcrum PRO used for?](https://www.g2.com/discussions/what-is-fulcrum-pro-used-for) ### 7. [1factory](https://www.g2.com/products/1factory/reviews) 1factory's Quality Control and Quality Management software solutions digitize, simplify and automate all Quality Control and Quality Management activities, including, Document Control, Training Management, Quality Planning, Inspection, SPC, PPAP, Gage Calibration, NCR, CAPA and more. With 1factory, manufacturers speed-up QC tasks, improve factory yield, maintain compliance, and ace their audits. **Average Rating:** 5.0/5.0 **Total Reviews:** 20 **How Do G2 Users Rate 1factory?** - **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 8.8/10) - **Quality of Support:** 9.9/10 (Category avg: 8.9/10) - **Ease of Use:** 9.4/10 (Category avg: 8.6/10) - **Ease of Admin:** 9.7/10 (Category avg: 8.4/10) **Who Is the Company Behind 1factory?** - **Seller:** [1factory](https://www.g2.com/sellers/1factory) - **Year Founded:** 2011 - **HQ Location:** Milpitas, CA - **Twitter:** @1FactoryInc (130 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/2287768/ (19 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Machinery - **Company Size:** 65% Small-Business, 30% Mid-Market #### What Are 1factory's Pros and Cons? **Pros:** - Ease of Use (5 reviews) - Features (3 reviews) - Intuitive (3 reviews) - Customer Support (2 reviews) - Easy Learning (2 reviews) **Cons:** - Confusing Interface (1 reviews) - Difficult Usability (1 reviews) - Difficulty in Modification (1 reviews) - Editing Difficulties (1 reviews) - Learning Curve (1 reviews) ### What Do G2 Reviewers Say About 1factory? *AI-generated summary from verified user reviews* **Pros:** - Users find 1factory to have a **simple and intuitive UI** , making it easy to learn and navigate. - Users value the **efficiency and convenience** of 1factory, thanks to its comprehensive features and user-friendly interface. - Users find 1factory's **intuitive UI** simplifies their workflow, making implementation and navigation a breeze. - Users commend the **top-notch customer support** of 1factory, enhancing their overall experience and efficiency. - Users find 1factory's software **easy to learn** , making control plan development quick and efficient for quality departments. **Cons:** - Users find 1Factory's interface **confusing** , with a steep learning curve and challenging menu navigation. - Users find the **difficult usability** regarding deleting or modifying prints with attached inspection report histories frustrating. - Users find the **difficulty in modification** of old prints frustrating due to attached inspection report histories. - Users find **editing difficult** due to clunky processes when modifying prints with inspection report histories. - Users find the **steep learning curve** of 1Factory challenging, particularly with advanced features and menu navigation. #### What Are Recent G2 Reviews of 1factory? **"[1Factory Streamlines Data Collection and Communication the setup and customer service were excellent](https://www.g2.com/survey_responses/1factory-review-12756617)"** **Rating:** 5.0/5.0 stars *— Connor M.* [Read full review](https://www.g2.com/survey_responses/1factory-review-12756617) --- **"[1Factory is 1Fantastic!! - Easy to Implement, Fast-Responding UI with Outstanding Visuals](https://www.g2.com/survey_responses/1factory-review-12846846)"** **Rating:** 5.0/5.0 stars *— John M.* [Read full review](https://www.g2.com/survey_responses/1factory-review-12846846) --- #### What Are G2 Users Discussing About 1factory? - [What is 1factory used for?](https://www.g2.com/discussions/what-is-1factory-used-for) - 1 comment ### 8. [CaliberBRM](https://www.g2.com/products/caliberbrm/reviews) CaliberBRM is a digital batch record management platform built for regulated pharma manufacturing teams that need faster batch review and release, right‑first‑time execution, and consistent compliance. CaliberBRM replaces manual and paper‑based batch records with electronic batch records (eBMRs) that bring structure, visibility, and control across the entire batch lifecycle. Manufacturing and quality teams gain real‑time insight into batch execution, reduce manual effort, and maintain inspection readiness, without adding complexity to shop‑floor operations. **Average Rating:** 4.8/5.0 **Total Reviews:** 5 **How Do G2 Users Rate CaliberBRM?** - **Quality of Support:** 9.6/10 (Category avg: 8.9/10) - **Ease of Use:** 9.3/10 (Category avg: 8.6/10) **Who Is the Company Behind CaliberBRM?** - **Seller:** [Caliber](https://www.g2.com/sellers/caliber) - **Year Founded:** 2001 - **HQ Location:** Pittsburgh, Pennsylvania - **Twitter:** @CaliberTech (84 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/caliberuniversal/ (881 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Pharmaceuticals - **Company Size:** 80% Mid-Market, 20% Enterprise #### What Are Recent G2 Reviews of CaliberBRM? **"[Audit Trails Make Finding Archived Data Easy](https://www.g2.com/survey_responses/caliberbrm-review-12631494)"** **Rating:** 5.0/5.0 stars *— Siphesihle M.* [Read full review](https://www.g2.com/survey_responses/caliberbrm-review-12631494) --- **"[Structured, Effective Relationship Management](https://www.g2.com/survey_responses/caliberbrm-review-12624911)"** **Rating:** 5.0/5.0 stars *— Rahul S.* [Read full review](https://www.g2.com/survey_responses/caliberbrm-review-12624911) --- ### 9. [cronetwork](https://www.g2.com/products/cronetwork/reviews) cronetwork MES (Manufacturing Execution System) empowers a new form of transparency in your production and provides the basis for further optimization measures – while taking into account the entire value-added chain. You plan realistically, save resources, act more flexibly, meet delivery deadlines, reduce inventories, and decrease risks and costs. As a cronetwork user, you also benefit from state-of-the-art communication technologies that allow the individual integration of our products into your system landscape. Information and process integration on both sides gives you a central view of production-relevant, cross-system data and also flexible, user-oriented information provision and process design. As a cronetwork user, you also benefit from the high usability of the software. Flexibly configurable user interfaces such as the cronetwork Portal provide the right information at the right time in the right place. This masters the balancing act between enormous amounts of data and customized data processing. cronetwork MES becomes the data hub between the shop floor and the ERP system. **Average Rating:** 4.7/5.0 **Total Reviews:** 5 **How Do G2 Users Rate cronetwork?** - **Quality of Support:** 9.0/10 (Category avg: 8.9/10) - **Ease of Use:** 8.7/10 (Category avg: 8.6/10) **Who Is the Company Behind cronetwork?** - **Seller:** [Industrie informatik](https://www.g2.com/sellers/industrie-informatik) - **Year Founded:** 1991 - **HQ Location:** Linz, AT - **LinkedIn® Page:** https://www.linkedin.com/company/industrie-informatik-gmbh/ (91 employees on LinkedIn®) - **Phone:** +43 732 6978-0 **Who Uses This Product?** - **Company Size:** 40% Enterprise, 40% Mid-Market #### What Are Recent G2 Reviews of cronetwork? **"[Effective for Data Integration, Traceability, Easy UI, Needs AI Chatbot for Breakdown resolution](https://www.g2.com/survey_responses/cronetwork-review-12905188)"** **Rating:** 4.0/5.0 stars *— Ganesh K.* [Read full review](https://www.g2.com/survey_responses/cronetwork-review-12905188) --- **"[Reliable Production Planning and Execution](https://www.g2.com/survey_responses/cronetwork-review-12959869)"** **Rating:** 5.0/5.0 stars *— Matthias U.* [Read full review](https://www.g2.com/survey_responses/cronetwork-review-12959869) --- ### 10. [Vimachem Pharma MES Platform](https://www.g2.com/products/vimachem-pharma-mes-platform/reviews) Purpose-built for the life sciences industry, the Vimachem MES modular platform has been deployed across 200+ pharma sites globally, helping manufacturers boost process efficiency, enhance product quality, & reduce compliance risk & lead times. Smart, flexible, & built with the pharma operator in mind, the Vimachem Pharma MES leverages Artificial Intelligence (AI), the Industrial Internet of Things (IIoT), & cloud computing to enable rapid, scalable digital transformation. Its modular architecture allows for deployment as a standalone solution or full integration with enterprise systems like ERP, CMMS, QMS, & LIMS, enabling implementation in weeks & delivering fast time to value. The composable Vimachem Pharma MES includes: eBR: AI-powered batch digitization with a flexible designer & review by exception. Weigh&Dispense: Native connectivity with all major pharma/biopharma industrial scales. eLogbooks: AI-driven digital logbooks with room status & workflow management. Manufacturing Analytics & OEE: Real-time insights to increase efficiency, reduce downtime, & optimize performance. Digital Work Instructions: Step-by-step instructions for changeover, cleaning, & in-process control. Serialization Manager: Level 3&4 serialization with pre-validated interfaces to major Level 2 & Level 4/5 systems. IIoT Edge Machine Connectivity Module. **Average Rating:** 4.3/5.0 **Total Reviews:** 6 **How Do G2 Users Rate Vimachem Pharma MES Platform?** - **Has the product been a good partner in doing business?:** 9.2/10 (Category avg: 8.8/10) - **Quality of Support:** 8.9/10 (Category avg: 8.9/10) - **Ease of Use:** 8.9/10 (Category avg: 8.6/10) - **Ease of Admin:** 8.3/10 (Category avg: 8.4/10) **Who Is the Company Behind Vimachem Pharma MES Platform?** - **Seller:** [Vimachem](https://www.g2.com/sellers/vimachem) - **Year Founded:** 2014 - **HQ Location:** Queens, US - **LinkedIn® Page:** http://www.linkedin.com/company/vimachem (82 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Pharmaceuticals - **Company Size:** 83% Mid-Market, 17% Small-Business #### What Are Vimachem Pharma MES Platform's Pros and Cons? **Pros:** - Communication (2 reviews) - Customer Support (2 reviews) - Data Management (2 reviews) - Integration Capabilities (2 reviews) - Manufacturing Integration (2 reviews) **Cons:** - Complexity (1 reviews) - Complex Usability (1 reviews) - Difficult Learning (1 reviews) - Difficult Navigation (1 reviews) - Expensive (1 reviews) ### What Do G2 Reviewers Say About Vimachem Pharma MES Platform? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **excellent communication** from the Vimachem team, ensuring prompt support and efficient assistance. - Users commend the **outstanding customer support** from Vimachem, noting quick responses and efficient handling of requests. - Users appreciate the **strong IoT integration and robust reporting** of Vimachem Pharma MES, simplifying data management significantly. - Users appreciate the **seamless integration** capabilities of Vimachem Pharma MES Platform, enhancing their packaging line operations effectively. - Users value the **seamless integration** of Vimachem Pharma MES Platform, enhancing productivity and reducing costs effectively. **Cons:** - Users find the **complexity** of advanced reporting features hard to navigate, requiring additional training and adaptation time. - Users find the **complex usability** of Vimachem Pharma MES Platform challenging, especially during the onboarding process. - Users find the **difficult learning** curve for advanced reporting features requires additional training and adaptation time. - Users find the **difficult navigation** of advanced reporting features challenging, requiring extra training for effective use. - Users find the **cost structure for additional functionalities** problematic, as it adds unexpected expenses for basic features. #### What Are Recent G2 Reviews of Vimachem Pharma MES Platform? **"[Exceptional Support and Efficiency Gains with Vimachem OEE Analytics](https://www.g2.com/survey_responses/vimachem-pharma-mes-platform-review-11872359)"** **Rating:** 4.0/5.0 stars *— PETROS C.* [Read full review](https://www.g2.com/survey_responses/vimachem-pharma-mes-platform-review-11872359) --- **"[Strong Support from a Reliable OEE Partner](https://www.g2.com/survey_responses/vimachem-pharma-mes-platform-review-11236077)"** **Rating:** 4.5/5.0 stars *— David I.* [Read full review](https://www.g2.com/survey_responses/vimachem-pharma-mes-platform-review-11236077) --- ### 11. [ALIX](https://www.g2.com/products/alix/reviews) ALIX - Smart Assistant, an application designed by Agilean, supports the planning and optimization of production in real time, which facilitates the implementation and maintenance of a culture of continuous improvement, allowing to reduce lead times and production costs. ALIX measures in real time the performance of resources, equipment and workstations, raw material consumption as well as the use of subcontracting. By providing a complete picture of the situation, at all times, our customers can identify production delays, make the necessary corrections and optimize their operations. Unlike the systems that could be put in place with our target customers, ALIX measures the deadlines for each step of the production process, at the source, and presents the information in an easy-to-use interface, for all employees ( accessibility and user-friendliness). ALIX paired with the right Zoho apps will give you complete visibility into the Customer Journey in your business. Please feel free to visit the ALIX website (https://alix.ai) for details on our Smart Assistant. **Average Rating:** 4.0/5.0 **Total Reviews:** 4 **How Do G2 Users Rate ALIX?** - **Has the product been a good partner in doing business?:** 5.0/10 (Category avg: 8.8/10) - **Quality of Support:** 10.0/10 (Category avg: 8.9/10) - **Ease of Use:** 8.8/10 (Category avg: 8.6/10) - **Ease of Admin:** 7.5/10 (Category avg: 8.4/10) **Who Is the Company Behind ALIX?** - **Seller:** [AgiLean Strategy](https://www.g2.com/sellers/agilean-strategy) - **Year Founded:** 2016 - **HQ Location:** Sherbrooke, CA - **Twitter:** @agileanca (61 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/agileanca/ (13 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 50% Mid-Market, 25% Enterprise #### What Are Recent G2 Reviews of ALIX? **"[Not loving it, but it is getting me somewhere](https://www.g2.com/survey_responses/alix-review-9652629)"** **Rating:** 4.0/5.0 stars *— Aman s.* [Read full review](https://www.g2.com/survey_responses/alix-review-9652629) --- **"[Okayish experience](https://www.g2.com/survey_responses/alix-review-7160039)"** **Rating:** 4.0/5.0 stars *— PULKIT D.* [Read full review](https://www.g2.com/survey_responses/alix-review-7160039) --- ### 12. [aspenONE MES](https://www.g2.com/products/aspenone-mes/reviews) aspenONE MES delivers efficient data management, operational intelligence via rich visualization and analytics, and improved production execution, enabling process manufacturers to quickly identify and resolve operational issues. **Average Rating:** 4.9/5.0 **Total Reviews:** 4 **How Do G2 Users Rate aspenONE MES?** - **Quality of Support:** 8.9/10 (Category avg: 8.9/10) - **Ease of Use:** 10.0/10 (Category avg: 8.6/10) **Who Is the Company Behind aspenONE MES?** - **Seller:** [Aspen Technology](https://www.g2.com/sellers/aspen-technology) - **Year Founded:** 1981 - **HQ Location:** Bedford, MA - **Twitter:** @AspenTech (4,751 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/4446/ (4,072 employees on LinkedIn®) - **Ownership:** NASDAQ: AZPN **Who Uses This Product?** - **Company Size:** 50% Small-Business, 25% Enterprise #### What Are Recent G2 Reviews of aspenONE MES? **"[This software is really help me to get](https://www.g2.com/survey_responses/aspenone-mes-review-6780458)"** **Rating:** 5.0/5.0 stars *— Vipul N.* [Read full review](https://www.g2.com/survey_responses/aspenone-mes-review-6780458) --- **"[This software really help me alot in career growth](https://www.g2.com/survey_responses/aspenone-mes-review-6839713)"** **Rating:** 5.0/5.0 stars *— RAJEEV K.* [Read full review](https://www.g2.com/survey_responses/aspenone-mes-review-6839713) --- #### What Are G2 Users Discussing About aspenONE MES? - [What is aspenONE MES used for?](https://www.g2.com/discussions/what-is-aspenone-mes-used-for) ### 13. [BizeeBuy](https://www.g2.com/products/bizeebuy/reviews) BizeeBuy is an Intuitive SaaS based ERP for D2C Brands & Manufacturers to manage their business processes. - eProcurement with vendor collaboration - Inventory Management - Production Management/BoM / Quality Control - Accounts Payable/Receivable - Sales & Dispatch - Integration with Order Management Systems and much more... **Average Rating:** 5.0/5.0 **Total Reviews:** 4 **How Do G2 Users Rate BizeeBuy?** - **Quality of Support:** 10.0/10 (Category avg: 8.9/10) - **Ease of Use:** 8.3/10 (Category avg: 8.6/10) **Who Is the Company Behind BizeeBuy?** - **Seller:** [BizeeBuy.com](https://www.g2.com/sellers/bizeebuy-com) - **HQ Location:** New Delhi, IN - **Twitter:** @BizeeBuy (10 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/bizeebuy-com/ (5 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 75% Small-Business, 25% Mid-Market #### What Are Recent G2 Reviews of BizeeBuy? **"[Very well-designed and user-friendly tool!](https://www.g2.com/survey_responses/bizeebuy-review-8818393)"** **Rating:** 5.0/5.0 stars *— Aarti L.* [Read full review](https://www.g2.com/survey_responses/bizeebuy-review-8818393) --- **"[Great product with impeccable service](https://www.g2.com/survey_responses/bizeebuy-review-8811659)"** **Rating:** 5.0/5.0 stars *— Syed S.* [Read full review](https://www.g2.com/survey_responses/bizeebuy-review-8811659) --- ### 14. [Datanomix](https://www.g2.com/products/datanomix/reviews) Datanomix Production Monitoring software gives you visibility into the root cause of issues and prescriptive guidance on how to fix them. Real-time and historical insights show your entire team where they need to focus NOW to meet your delivery and profitability goals. **Average Rating:** 4.8/5.0 **Total Reviews:** 7 **How Do G2 Users Rate Datanomix?** - **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 8.8/10) - **Quality of Support:** 9.7/10 (Category avg: 8.9/10) - **Ease of Use:** 9.5/10 (Category avg: 8.6/10) - **Ease of Admin:** 10.0/10 (Category avg: 8.4/10) **Who Is the Company Behind Datanomix?** - **Seller:** [Datanomix](https://www.g2.com/sellers/datanomix) - **Year Founded:** 2018 - **HQ Location:** Nashua, US - **Twitter:** @DatanomixInc (900 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/datanomix-inc./ (36 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 86% Mid-Market, 29% Small-Business #### What Are Datanomix's Pros and Cons? **Pros:** - Automation (1 reviews) - Business Growth (1 reviews) - Customization (1 reviews) - Dashboard Management (1 reviews) - Dashboards (1 reviews) ### What Do G2 Reviewers Say About Datanomix? *AI-generated summary from verified user reviews* **Pros:** - Users value the **automation capabilities** of Datanomix, enabling seamless, data-driven decision-making without manual input. - Users value the **business growth** potential of Datanomix, benefiting from real-time automated insights and improved decision-making. - Users love the **customization options** in Datanomix, enhancing data-driven decisions and improving workflow aesthetics. - Users value the **intuitive dashboards** of Datanomix, enhancing decision-making through clear and actionable insights. - Users value the **aesthetically pleasing dashboards** of Datanomix, which enhance data-driven decision-making and insights. #### What Are Recent G2 Reviews of Datanomix? **"[Real-Time Visibility Transforms Shop Floor Operations](https://www.g2.com/survey_responses/datanomix-review-12633515)"** **Rating:** 5.0/5.0 stars *— Pragya s.* [Read full review](https://www.g2.com/survey_responses/datanomix-review-12633515) --- **"[Datanomix is ​​a company dedicated to data management and analysis.](https://www.g2.com/survey_responses/datanomix-review-10011176)"** **Rating:** 5.0/5.0 stars *— Josune B.* [Read full review](https://www.g2.com/survey_responses/datanomix-review-10011176) --- ### 15. [Digit](https://www.g2.com/products/digit-digit/reviews) Digit is a modern inventory and manufacturing platform built to give manufacturers and distributors real-time control over their operations. It brings purchasing, inventory, production, sales, and fulfillment together in a single cloud-based system that’s powerful, fast, and easy to use. Traditional ERPs are complex and slow to implement, while spreadsheets and disconnected tools can’t keep up. Digit bridges that gap with a modern architecture, intuitive design, and quick implementation that gets teams running in days, not months. Flexible, simple month-to-month agreements make it easy to start and scale without long-term commitments. The platform includes capabilities for supplier management, serialized and lot-based inventory tracking, bills of materials and routings, production scheduling, quality control, guided picking and packing, and order fulfillment. It features a built-in B2B portal for customer and distributor collaboration, job scheduling for production and service teams, and native integrations with accounting and commerce tools such as QuickBooks and Shopify. By connecting systems that were once siloed, Digit becomes the real-time operating system for product-based businesses, giving companies visibility, accuracy, and confidence across every process. **Average Rating:** 4.7/5.0 **Total Reviews:** 17 **How Do G2 Users Rate Digit?** - **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 8.8/10) - **Quality of Support:** 9.7/10 (Category avg: 8.9/10) - **Ease of Use:** 9.4/10 (Category avg: 8.6/10) - **Ease of Admin:** 9.6/10 (Category avg: 8.4/10) **Who Is the Company Behind Digit?** - **Seller:** [Digit](https://www.g2.com/sellers/digit) - **Year Founded:** 2022 - **HQ Location:** Atlanta, US - **LinkedIn® Page:** https://www.linkedin.com/company/digitsoftware (19 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Manufacturing - **Company Size:** 88% Small-Business, 12% Mid-Market #### What Are Digit's Pros and Cons? **Pros:** - Ease of Use (11 reviews) - User-Friendly (9 reviews) - Customer Support (8 reviews) - Helpful (8 reviews) - Customer Service (7 reviews) **Cons:** - Limited Functionality (4 reviews) - Missing Features (4 reviews) - Integration Issues (3 reviews) - Limited Integrations (3 reviews) - Difficult Customization (2 reviews) ### What Do G2 Reviewers Say About Digit? *AI-generated summary from verified user reviews* **Pros:** - Users highlight the **ease of use** of Digit, appreciating its intuitive design and seamless implementation. - Users highlight Digit's **user-friendly interface** , making transitions seamless and training easy for new users. - Users praise the **exceptional customer support** from Digit, facilitating smooth transitions and ongoing assistance throughout their experience. - Users value the **outstanding support** and seamless implementation of Digit, greatly enhancing their business processes. - Users commend the **exceptional customer support** from Digit, ensuring smooth transitions and quick resolutions to issues. **Cons:** - Users note the **limited functionality** of Digit, citing missing features and early-stage integration challenges. - Users find a **frustrating lack of features** like mobile app support and Quickbooks integration in Digit. - Users feel the **integration issues** limit Digit's potential, wishing for more services and better customization options. - Users desire more **integrations** , including a mobile app and support for services like QuickBooks. - Users find **difficult customization** of Digit limits personalized experiences and poses challenges in workflow integration. #### What Are Recent G2 Reviews of Digit? **"[Digit - A True Partner Throughout Our ERP Implementation](https://www.g2.com/survey_responses/digit-review-12919139)"** **Rating:** 5.0/5.0 stars *— Amanda B.* [Read full review](https://www.g2.com/survey_responses/digit-review-12919139) --- **"[Digit Streamlines Inventory and Enhances ERP Functionality](https://www.g2.com/survey_responses/digit-review-12914734)"** **Rating:** 5.0/5.0 stars *— Ben P.* [Read full review](https://www.g2.com/survey_responses/digit-review-12914734) --- ### 16. [Epicor Advanced MES](https://www.g2.com/products/epicor-advanced-mes/reviews) Advanced MES is a critical part of any Smart Factory or sustainability project. Epicor Advanced MES collects data directly from equipment and operators on the shop floor in real time, maximizing data accuracy and process automation. With information instantly in your hands, you can anticipate and solve production problems before they happen. • Improve efficiency • Reduce waste • Improve quality • Increase uptime **Average Rating:** 4.9/5.0 **Total Reviews:** 4 **How Do G2 Users Rate Epicor Advanced MES?** - **Ease of Use:** 8.3/10 (Category avg: 8.6/10) **Who Is the Company Behind Epicor Advanced MES?** - **Seller:** [Epicor](https://www.g2.com/sellers/epicor) - **Year Founded:** 1972 - **HQ Location:** Austin, TX - **Twitter:** @Epicor (9,286 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/4617/ (6,179 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 50% Mid-Market, 25% Enterprise #### What Are Recent G2 Reviews of Epicor Advanced MES? **"[Long time user](https://www.g2.com/survey_responses/epicor-advanced-mes-review-8103101)"** **Rating:** 5.0/5.0 stars *— Dustin T.* [Read full review](https://www.g2.com/survey_responses/epicor-advanced-mes-review-8103101) --- **"[awesome next step](https://www.g2.com/survey_responses/epicor-advanced-mes-review-11134032)"** **Rating:** 5.0/5.0 stars *— Stephane V.* [Read full review](https://www.g2.com/survey_responses/epicor-advanced-mes-review-11134032) --- ### 17. [Shop Edge](https://www.g2.com/products/shop-edge/reviews) ShopEdge offers a comprehensive ERP Software solution for Metal Stamping and repetitive manufacturing environments with a strong shop floor focus. **Average Rating:** 4.3/5.0 **Total Reviews:** 4 **How Do G2 Users Rate Shop Edge?** - **Quality of Support:** 8.3/10 (Category avg: 8.9/10) - **Ease of Use:** 8.3/10 (Category avg: 8.6/10) **Who Is the Company Behind Shop Edge?** - **Seller:** [Shopedgesoftware](https://www.g2.com/sellers/shopedgesoftware) - **Year Founded:** 2003 - **HQ Location:** Kitchener, CA - **Twitter:** @shopedgeerp (52 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/shopedge-software (8 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 75% Small-Business, 25% Enterprise #### What Are Recent G2 Reviews of Shop Edge? **"[Shop Edge Review](https://www.g2.com/survey_responses/shop-edge-review-7136330)"** **Rating:** 4.5/5.0 stars *— Akash S.* [Read full review](https://www.g2.com/survey_responses/shop-edge-review-7136330) --- **"[Review on Shop Edge](https://www.g2.com/survey_responses/shop-edge-review-7121059)"** **Rating:** 4.0/5.0 stars *— Hardik R.* [Read full review](https://www.g2.com/survey_responses/shop-edge-review-7121059) --- ### 18. [Apriso Production](https://www.g2.com/products/apriso-production/reviews) Apriso Production is manufacturing software that delivers MES capabilities, which when combined with other Apriso applications, offers a far more expanded solution than a traditional Manufacturing Execution System. **Average Rating:** 3.7/5.0 **Total Reviews:** 3 **How Do G2 Users Rate Apriso Production?** - **Has the product been a good partner in doing business?:** 8.3/10 (Category avg: 8.8/10) - **Quality of Support:** 7.2/10 (Category avg: 8.9/10) - **Ease of Use:** 8.9/10 (Category avg: 8.6/10) - **Ease of Admin:** 8.3/10 (Category avg: 8.4/10) **Who Is the Company Behind Apriso Production?** - **Seller:** [Dassault Systemes](https://www.g2.com/sellers/dassault-systemes) - **Year Founded:** 1981 - **HQ Location:** Velizy-Villacoublay - **Twitter:** @Dassault3DS (74,082 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/3896/ (27,414 employees on LinkedIn®) - **Ownership:** EPA: DSY.PA **Who Uses This Product?** - **Company Size:** 67% Enterprise, 33% Small-Business #### What Are Recent G2 Reviews of Apriso Production? **"[Great Tool for Manufacturing Operation Management](https://www.g2.com/survey_responses/apriso-production-review-9781689)"** **Rating:** 4.5/5.0 stars *— Sumit Y.* [Read full review](https://www.g2.com/survey_responses/apriso-production-review-9781689) --- **"[User experience](https://www.g2.com/survey_responses/apriso-production-review-9812336)"** **Rating:** 4.0/5.0 stars *— Hari K.* [Read full review](https://www.g2.com/survey_responses/apriso-production-review-9812336) --- #### What Are G2 Users Discussing About Apriso Production? - [What is Apriso Production used for?](https://www.g2.com/discussions/what-is-apriso-production-used-for) ### 19. [BatchLine](https://www.g2.com/products/batchline/reviews) BatchLine offers a Lite MES with Electronic Batch Record (EBR), purpose built for GxP regulated companies to digitize production and quality for more efficient manufacturing operations. With advanced technology and GxP expertise we provide unparalleled benefits in an affordable product. Our experienced teams facilitate fast and simple onboarding, enabling digital manufacturing and batch recording for companies of all shapes and sizes. **Average Rating:** 5.0/5.0 **Total Reviews:** 3 **How Do G2 Users Rate BatchLine?** - **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 8.8/10) - **Quality of Support:** 10.0/10 (Category avg: 8.9/10) - **Ease of Use:** 10.0/10 (Category avg: 8.6/10) - **Ease of Admin:** 8.3/10 (Category avg: 8.4/10) **Who Is the Company Behind BatchLine?** - **Seller:** [BatchLine](https://www.g2.com/sellers/batchline) - **Year Founded:** 2016 - **HQ Location:** Bangkok, Thailand - **LinkedIn® Page:** https://www.linkedin.com/company/batchline/ **Who Uses This Product?** - **Company Size:** 67% Mid-Market, 33% Small-Business #### What Are Recent G2 Reviews of BatchLine? **"[BatchLine: User-friendly, fairly priced, and with first-class support](https://www.g2.com/survey_responses/batchline-review-12860263)"** **Rating:** 5.0/5.0 stars *— Linus H.* [Read full review](https://www.g2.com/survey_responses/batchline-review-12860263) --- **"[BatchLine Lite MES Streamlines GMP Batch Execution and Review with Faster, Compliant Digital Control](https://www.g2.com/survey_responses/batchline-review-12846034)"** **Rating:** 5.0/5.0 stars *— 🇵🇭 Carlo d.* [Read full review](https://www.g2.com/survey_responses/batchline-review-12846034) --- ### 20. [Clariprod](https://www.g2.com/products/clariprod/reviews) CLARIPROD is a real-time production monitoring software designed for manufacturers who want full visibility into their operations. By tracking Overall Equipment Effectiveness (OEE), performance, quality, and availability, CLARIPROD helps you understand exactly how your machines are performing and where productivity is being lost. Our Plug & Play system installs in just seconds with magnetic signal sensors—no complex wiring, no long downtime. Once connected, you gain instant access to actionable production data that shows you downtime events, bottlenecks, and inefficiencies. With this visibility, you can take corrective actions immediately to increase throughput, reduce costs, and optimize machine utilization. CLARIPROD is used across multiple industries, including plastics, automotive, food & beverage, and general manufacturing. For plastics molders, the system highlights cycle time deviations and scrap rates. In automotive, it helps ensure line balancing and component availability. For food production, CLARIPROD provides real-time insights to improve quality and minimize losses. Unlike complex MES platforms, CLARIPROD is lightweight, affordable, and scalable. You don’t need a full IT team to deploy or manage it—simply connect the sensors and start monitoring within minutes. The intuitive dashboards and automated reporting make it easy for operators, supervisors, and managers to align on the same data. Companies using CLARIPROD typically see results in the first month of deployment, with some saving up to $665 in just 30 days. With fast ROI, real-time insights, and plug-and-play simplicity, CLARIPROD makes production monitoring simple, fast, and profitable. **Average Rating:** 4.0/5.0 **Total Reviews:** 3 **How Do G2 Users Rate Clariprod?** - **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 8.8/10) - **Quality of Support:** 10.0/10 (Category avg: 8.9/10) - **Ease of Use:** 10.0/10 (Category avg: 8.6/10) - **Ease of Admin:** 10.0/10 (Category avg: 8.4/10) **Who Is the Company Behind Clariprod?** - **Seller:** [Clariprod](https://www.g2.com/sellers/clariprod) - **Year Founded:** 2016 - **HQ Location:** Sherbrooke, CA - **LinkedIn® Page:** https://www.linkedin.com/company/clariprod/ (3 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 67% Mid-Market, 33% Small-Business #### What Are Clariprod's Pros and Cons? **Pros:** - Ease of Use (1 reviews) - Easy Implementation (1 reviews) - Efficiency (1 reviews) - Integrations (1 reviews) - Speed (1 reviews) ### What Do G2 Reviewers Say About Clariprod? *AI-generated summary from verified user reviews* **Pros:** - Users value the **ease of use** of Clariprod, finding it simple to implement and integrate across all machines. - Users find Clariprod's **easy implementation** enhances usability and integration across various machines, boosting efficiency. - Users praise the **efficiency** of Clariprod, citing instant ROI and seamless integration across various machines. - Users commend the **easy integration** of Clariprod, enhancing operational efficiency across all machines and brands. - Users value the **speed** of Clariprod, experiencing quick implementation and immediate improvements in operational efficiency. #### What Are Recent G2 Reviews of Clariprod? **"[Clariprod is the best real time production monitoring solution for the plastics industry](https://www.g2.com/survey_responses/clariprod-review-11567306)"** **Rating:** 5.0/5.0 stars *— Verified User in Manufacturing* [Read full review](https://www.g2.com/survey_responses/clariprod-review-11567306) --- **"[Save time save money with ''Clariprod"](https://www.g2.com/survey_responses/clariprod-review-7136257)"** **Rating:** 5.0/5.0 stars *— Jayraj.S V.* [Read full review](https://www.g2.com/survey_responses/clariprod-review-7136257) --- ### 21. [Epicor Connected Process Control](https://www.g2.com/products/epicor-connected-process-control/reviews) Epicor Connected Process Control (CPC) is a no-code/low-code MES and Connected Worker platform with embedded digital work instructions that provide task-level guidance, process control, traceability, and real-time reporting. The platform provides a unified environment with consistent workflows across stations and operations, connecting workers, tools, and business systems. CPC supports both operator-performed and automated operations. Tasks can be completed through guided instructions or automatically confirmed through PLCs and integrated equipment, with results captured as part of the product record. CPC enables production data to flow from the shop floor to business systems for analysis and operational decision-making. It can be deployed as a standalone system or integrated with ERP platforms, including native integration with Epicor Kinetic. Key capabilities: Flexible configuration: Drag-and-drop workflow configuration, task changes, and line balancing without custom development. Digital work instructions: Embedded editor supporting images, text, GIFs, videos, PDFs, and more to present workstation-specific guidance. Device connectivity: Integration with torque tools, barcode readers, gauges, printers, scales, vision systems, badge readers, and PLC-controlled equipment. Process validation: Pre-requisite pathway logic ensures required assembly and sub-assembly steps are completed before progression. Quality workflows: Reject, rework, and repair handling with recorded outcomes and operator prompts when required. Traceability and genealogy: Records component usage, operator activity, and device measurements for compliance and investigation. Data collection and reporting: Captures task-level activity including cycle times vs takt, good and bad part counts, Andon events, step confirmation results, and current production status. CPC is typically used in discrete manufacturing operations such as assembly, kitting, testing, repair, maintenance, and controlled processing activities where execution steps must be verified and documented. **Average Rating:** 4.7/5.0 **Total Reviews:** 3 **How Do G2 Users Rate Epicor Connected Process Control?** - **Ease of Use:** 8.3/10 (Category avg: 8.6/10) **Who Is the Company Behind Epicor Connected Process Control?** - **Seller:** [Epicor](https://www.g2.com/sellers/epicor) - **Company Website:** https://www.epicor.com - **Year Founded:** 1972 - **HQ Location:** Austin, TX - **Twitter:** @Epicor (9,286 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/4617/ (6,179 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 67% Mid-Market, 33% Small-Business #### What Are Recent G2 Reviews of Epicor Connected Process Control? **"[Streamlines Processes with Ease and Versatility](https://www.g2.com/survey_responses/epicor-connected-process-control-review-12847154)"** **Rating:** 4.0/5.0 stars *— Jonathan L.* [Read full review](https://www.g2.com/survey_responses/epicor-connected-process-control-review-12847154) --- **"[Intuitive Setup and Interface, Perfect for Tracking](https://www.g2.com/survey_responses/epicor-connected-process-control-review-12537760)"** **Rating:** 5.0/5.0 stars *— Steve B.* [Read full review](https://www.g2.com/survey_responses/epicor-connected-process-control-review-12537760) --- ### 22. [Job Commander](https://www.g2.com/products/job-commander/reviews) Job Commander was designed and built in close consultation with industry associations and specific key companies to provide an integrated Job Cost software solution specifically for companies which quote, design and manufacture one offs and produce limited runs. These include companies from the Tooling Industry, Engineering, Motor Body Building and the Boat Building Industry. **Average Rating:** 4.0/5.0 **Total Reviews:** 3 **How Do G2 Users Rate Job Commander?** - **Quality of Support:** 9.4/10 (Category avg: 8.9/10) - **Ease of Use:** 9.4/10 (Category avg: 8.6/10) **Who Is the Company Behind Job Commander?** - **Seller:** [GlobalJS](https://www.g2.com/sellers/globaljs) - **HQ Location:** N/A - **LinkedIn® Page:** https://www.linkedin.com/company/No-Linkedin-Presence-Added-Intentionally-By-DataOps (1 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 67% Mid-Market, 33% Small-Business #### What Are Recent G2 Reviews of Job Commander? **"[Best project management tool](https://www.g2.com/survey_responses/job-commander-review-7864315)"** **Rating:** 4.5/5.0 stars *— Hilary E.* [Read full review](https://www.g2.com/survey_responses/job-commander-review-7864315) --- **"[Awesome!](https://www.g2.com/survey_responses/job-commander-review-7859290)"** **Rating:** 4.5/5.0 stars *— Adrian C.* [Read full review](https://www.g2.com/survey_responses/job-commander-review-7859290) --- ### 23. [MachineDesk](https://www.g2.com/products/machinedesk/reviews) SaaS system in the Cloud for real-time production management intended for MACHINING companies with solutions: project management, Machine park, Warehouse, Analytics and reports, Production sites, and employees. **Average Rating:** 4.7/5.0 **Total Reviews:** 3 **How Do G2 Users Rate MachineDesk?** - **Has the product been a good partner in doing business?:** 5.0/10 (Category avg: 8.8/10) - **Quality of Support:** 7.2/10 (Category avg: 8.9/10) - **Ease of Use:** 8.3/10 (Category avg: 8.6/10) - **Ease of Admin:** 10.0/10 (Category avg: 8.4/10) **Who Is the Company Behind MachineDesk?** - **Seller:** [Work connect d.o.o.](https://www.g2.com/sellers/work-connect-d-o-o) - **HQ Location:** N/A - **LinkedIn® Page:** https://www.linkedin.com/company/No-Linkedin-Presence-Added-Intentionally-By-DataOps (1 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 33% Enterprise, 33% Mid-Market #### What Are Recent G2 Reviews of MachineDesk? **"[Works like a charm. I've been looking for a correct tool for a while now and this is the best!](https://www.g2.com/survey_responses/machinedesk-review-7382331)"** **Rating:** 5.0/5.0 stars *— Michael D.* [Read full review](https://www.g2.com/survey_responses/machinedesk-review-7382331) --- **"[Stable customer relations software](https://www.g2.com/survey_responses/machinedesk-review-7402968)"** **Rating:** 4.5/5.0 stars *— Eric W.* [Read full review](https://www.g2.com/survey_responses/machinedesk-review-7402968) --- ### 24. [MAN-IT](https://www.g2.com/products/man-it/reviews) MAN-IT is a Manufacturing Execution System service, designed to enable the movement from manual paper-based processes to more intelligent, automated systems. **Average Rating:** 4.0/5.0 **Total Reviews:** 3 **How Do G2 Users Rate MAN-IT?** - **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 8.8/10) - **Quality of Support:** 10.0/10 (Category avg: 8.9/10) - **Ease of Use:** 6.7/10 (Category avg: 8.6/10) - **Ease of Admin:** 1.7/10 (Category avg: 8.4/10) **Who Is the Company Behind MAN-IT?** - **Seller:** [VIA Information Tools](https://www.g2.com/sellers/via-information-tools) - **HQ Location:** Tampa, Florida, United States - **Twitter:** @VIA_InfoTools (39 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/advantive-software (712 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 67% Small-Business, 33% Enterprise #### What Are Recent G2 Reviews of MAN-IT? **"[Man it WORKS!](https://www.g2.com/survey_responses/man-it-review-7172724)"** **Rating:** 4.5/5.0 stars *— Marc S.* [Read full review](https://www.g2.com/survey_responses/man-it-review-7172724) --- **"[MAN-IT create an efficient workflow](https://www.g2.com/survey_responses/man-it-review-8394673)"** **Rating:** 4.5/5.0 stars *— Xavier M.* [Read full review](https://www.g2.com/survey_responses/man-it-review-8394673) --- ### 25. [Proficy Smart Factory MES](https://www.g2.com/products/proficy-smart-factory-mes/reviews) Proficy Smart Factory MES is manufacturing execution system software that helps manufacturers manage, monitor, and optimize production operations by collecting and contextualizing data from machines, operators, and enterprise systems. Serving as a bridge between enterprise resource planning (ERP) systems and plant-floor operations, Proficy Smart Factory MES provides a centralized system of record for production activities. It enables manufacturers to coordinate materials, personnel, and equipment in line with production plans while capturing granular operational data to support compliance, quality, and continuous improvement. Designed for use in discrete, process, and hybrid manufacturing environments, the software is offered as SaaS and also supports deployment across on-premise, virtual private cloud, and native cloud infrastructures. This flexibility allows manufacturers to align MES deployment with internal IT policies, cybersecurity requirements, and enterprise data strategies. Manufacturing, operations, and quality teams rely on Proficy Smart Factory MES to gain visibility into key production metrics, identify bottlenecks, reduce waste, and ensure consistent product quality. The software is scalable across lines, plants, and enterprises and is used in industries such as food and beverage, consumer packaged goods, and complex discrete like machine manufacturing. Key capabilities include: • Production execution and tracking to manage work orders, monitor WIP, and align with schedules • Quality management tools to capture inspections, test results, and process deviations • Downtime and OEE tracking for monitoring performance and identifying improvement opportunities • Traceability and genealogy to track materials and product history across production stages • Integration with ERP and supply chain systems for synchronized production and inventory management Proficy Smart Factory MES helps manufacturers achieve higher efficiency, reduced variability, and greater operational insight by providing the tools needed to orchestrate production and drive performance improvement from the shop floor to the enterprise. **Average Rating:** 3.3/5.0 **Total Reviews:** 3 **How Do G2 Users Rate Proficy Smart Factory MES?** - **Ease of Use:** 5.0/10 (Category avg: 8.6/10) - **Ease of Admin:** 8.3/10 (Category avg: 8.4/10) **Who Is the Company Behind Proficy Smart Factory MES?** - **Seller:** [GE Vernova](https://www.g2.com/sellers/ge-vernova) - **HQ Location:** Cambridge, MA - **LinkedIn® Page:** https://www.linkedin.com/showcase/gevernova-power-software/ - **Ownership:** NYSE:GEV **Who Uses This Product?** - **Company Size:** 67% Enterprise #### What Are Proficy Smart Factory MES's Pros and Cons? **Pros:** - Ease of Use (1 reviews) - Real-time Monitoring (1 reviews) **Cons:** - Complex Setup (1 reviews) - Learning Curve (1 reviews) ### What Do G2 Reviewers Say About Proficy Smart Factory MES? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **ease of use** of Proficy Smart Factory MES, finding it accessible even without extensive knowledge. - Users value the **real-time visibility** of Proficy Smart Factory MES, appreciating its user-friendly design and accessibility. **Cons:** - Users find the **complex setup** of Proficy Smart Factory MES challenging, desiring more intuitive guidance for ease of use. - Users find the **learning curve steep** , wishing for more intuitive guides and easier initial setup to enhance usability. #### What Are Recent G2 Reviews of Proficy Smart Factory MES? **"[Only software of its kind](https://www.g2.com/survey_responses/proficy-smart-factory-mes-review-711182)"** **Rating:** 4.0/5.0 stars *— Ricardo H.* [Read full review](https://www.g2.com/survey_responses/proficy-smart-factory-mes-review-711182) --- #### What Are G2 Users Discussing About Proficy Smart Factory MES? - [What is Proficy Manufacturing Execution Systems used for?](https://www.g2.com/discussions/what-is-proficy-manufacturing-execution-systems-used-for) ## What Is Manufacturing Execution System (MES) Software? [ Manufacturing](https://www.g2.com/categories/manufacturing) ## What Software Categories Are Similar to Manufacturing Execution System (MES) Software? - [Inventory Control Software](https://www.g2.com/categories/inventory-control-software) - [Quality Management Systems (QMS)](https://www.g2.com/categories/quality-management-qms) - [Manufacturing Intelligence Software](https://www.g2.com/categories/manufacturing-intelligence) --- ## How Do You Choose the Right Manufacturing Execution System (MES) Software? ### What You Should Know 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](https://www.g2.com/categories/erp): 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](https://www.g2.com/categories/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](https://www.g2.com/categories/cad-plm) **:** 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)](https://www.g2.com/categories/quality-management-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](https://www.g2.com/categories/asset-management-f3e79baa-6f93-4d40-b734-16e9b562fc14) **:** 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)](https://www.g2.com/categories/supply-chain-management): 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](https://www.g2.com/categories/supervisory-control-and-data-acquisition-scada) 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.  ### Manufacturing Execution System (MES) Software Trends **Cloud computing** While MES has been delivered as an on-premises solution for decades, more and more vendors now offer cloud solutions. Some vendors provide both options, making the transition to the cloud less disruptive. New vendors usually provide cloud-only MES software, which has the main benefit of being designed for the cloud, while older MES solutions have been moved to the cloud without fundamental changes to the source code.  **Market consolidation** Due to the complexity of the software, which makes development difficult, MES vendors are pretty rare and tend to be acquired by large ERP providers such as SAP, Oracle, and Infor. PLM vendors like Siemens also acquired MES systems. This trend is expected to continue, and most MES products acquired will likely be incorporated into more extensive ERP or PLM systems. **Internet of things (IoT)** IoT helps manufacturers transfer data between fixed assets and equipment and production facilities or shop floor locations. This improves data accuracy and reduces redundancy. Also, real-time information can help manufacturers identify nonconformant production and adjust operations to avoid significant losses. IoT platforms specifically designed for manufacturing are known as [Industrial IoT](https://www.g2.com/categories/industrial-iot) (IIoT) and provide advanced features for intelligent manufacturing such as digital twins and manufacturing intelligence.