Best Manufacturing Execution System (MES) Software - Page 3

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

Total Products under this Category: 445

Category Stats (Oct 2026)

  • Average Rating: 4.43/5 (↑0.01 vs Sep 2026) The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Aptean Process Manufacturing OEE (+5.33%) - Among all products in this category, Aptean Process Manufacturing OEE recorded the largest rating increase compared to last month

Last updated: October 21, 2026

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

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 2,700+ Authentic Reviews
  • 445+ Products
  • Unbiased Rankings

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

G2 Grid® for Manufacturing Execution System (MES) Software

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

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

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

UMH

UMH is an open-source AI-native 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. According to Forrester Consulting Total Economic Impact™ (TEI) study, UMH Delivered 426% ROI & €4.9M NPV with a 6-month payback period. Learn more about UMH at https://www.umh.app/

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?

Who Uses This Product?

  • Top Industries: Manufacturing
  • Company Size: 36% Large, 36% Small

What Do G2 Reviewers Say About UMH?

AI-generated summary from verified user reviews

Pros
  • Users love the ease of use of UMH, allowing quick setup and immediate results with minimal effort.
  • Users value the fast setup and supportive community of UMH, enabling quick implementation and real results.
  • Users commend the excellent customer support that adapts quickly to their needs and enhances their experience.
  • Users value the easy implementation of UMH, enabling quick setup and immediate results across diverse applications.
  • Users value the efficiency improvement of UMH, enabling fast implementation and quick, impactful results.
Cons
  • Users feel the limited flexibility of UMH resources fails to align with its ambitious vision, hoping for future improvements.
  • Users find that a technical knowledge requirement hinders the accessibility and ease of use of UMH.
  • Users note significant usability issues with UMH, requiring technical knowledge that complicates initial setup and use.
  • Users find the complex implementation of UMH challenging, needing specific technical knowledge for effective use.
  • Users feel that UMH has a high complexity requiring technical knowledge, which could hinder its accessibility.

What Are Recent G2 Reviews of UMH?

AmpleLogic Electronic Batch Manufacturing Record (EBMR)

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
  • Year Founded: 2010
  • HQ Location: Hyderabad, Telangana
  • Twitter: @Ample_Logic
    636 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    334 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Pharmaceuticals
  • Company Size: 86% Medium, 14% Large

What Are Recent G2 Reviews of AmpleLogic Electronic Batch Manufacturing Record (EBMR)?

Fulcrum

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
  • Year Founded: 2015
  • HQ Location: Minneapolis, Minnesota
  • Twitter: @fulcrumhq
    255 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    81 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Manufacturing
  • Company Size: 80% Small, 13% Medium

What Do G2 Reviewers Say About Fulcrum?

AI-generated summary from verified user reviews

Pros
  • Users find Fulcrum's ease of use exceptional, significantly enhancing operational efficiency and team collaboration.
  • Users praise the exceptional customer support of Fulcrum, noting their responsiveness and proactive help in maximizing system capabilities.
  • Users praise Fulcrum's exceptional customer service, highlighting responsive support and rapid implementation of feedback-driven improvements.
  • Users appreciate the intuitive design and exceptional customer support that enhance their manufacturing operations with Fulcrum.
  • Users find Fulcrum to be intuitive and user-friendly, greatly improving efficiency and team collaboration in their operations.
Cons
  • Users find complex usability in Fulcrum due to extensive setup needed for data management and integration challenges.
  • Users note the limited functionality in reporting and job editing, though improvements are ongoing and promising.
  • Users experience occasional technical glitches during updates, but the support team resolves issues quickly and effectively.
  • Users find the complexity of reports and scheduling with Fulcrum can hinder effective management and readability.
  • Users experience inefficient workflow due to extensive setup requirements and challenges in integrating with existing systems.

What Are Recent G2 Reviews of Fulcrum?

What Are G2 Users Discussing About Fulcrum?

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1factory

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: 21

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: 9.7/10 (Category avg: 8.9/10)
  • Ease of Use: 9.4/10 (Category avg: 8.6/10)
  • Ease of Admin: 9.5/10 (Category avg: 8.4/10)

Who Is the Company Behind 1factory?

  • Seller: 1factory
  • Year Founded: 2011
  • HQ Location: Milpitas, CA
  • Twitter: @1FactoryInc
    130 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    20 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Machinery
  • Company Size: 62% Small, 33% Medium

What Do G2 Reviewers Say About 1factory?

AI-generated summary from verified user reviews

Pros
  • Users praise the ease of use of 1factory, finding the software simple and intuitive for quick implementation.
  • Users value the all-in-one functionality of 1factory, enhancing efficiency with dynamic features and excellent support.
  • Users love the intuitive UI of 1factory, making it easy to learn and implement quickly.
  • Users praise the responsive customer support of 1factory, finding it helpful and efficient for their needs.
  • Users find 1factory's easy learning curve and intuitive UI greatly enhance productivity and efficiency for quality departments.
Cons
  • Users face a confusing interface in 1factory, struggling with navigation and advanced features' learning curve.
  • Users find it difficult to modify old prints due to clunky processes related to attached inspection reports.
  • Users find it difficult to modify old prints due to clunky processes tied to inspection report history.
  • Users find that editing old prints can be clunky, especially when inspection reports are linked to them.
  • Users find the steep learning curve of 1Factory for advanced features challenging and navigation can be difficult.

What Are Recent G2 Reviews of 1factory?

What Are G2 Users Discussing About 1factory?

Boltline

Boltline is the cloud-based engineering toolset that helps you create new hardware. No legacy IT systems, spreadsheet chaos, or roll-your-own efforts required. Boltline is flexible, whether your project requires 5 parts or 500,000, your processes simple or complex, your team small or large. In Boltline, designers, mechanical teams, manufacturing leads, supply chain pros, and even contractors participate in the build process with a single experience. Boltline coordinates all your parts, people, and processes so teams can build world-class hardware, fast - defining workflows or Work Plans is intuitive and self-service, so everyone can share their best practices.

Average Rating: 4.8/5.0

Total Reviews: 6

How Do G2 Users Rate Boltline?

  • Has the product been a good partner in doing business?: 9.2/10 (Category avg: 8.8/10)
  • Quality of Support: 10.0/10 (Category avg: 8.9/10)
  • Ease of Use: 9.4/10 (Category avg: 8.6/10)
  • Ease of Admin: 7.5/10 (Category avg: 8.4/10)

Who Is the Company Behind Boltline?

Who Uses This Product?

  • Top Industries: Aviation & Aerospace
  • Company Size: 67% Small, 33% Medium

What Do G2 Reviewers Say About Boltline?

AI-generated summary from verified user reviews

Pros
  • Users praise Boltline for its intuitive design, enhancing efficiency and streamlining processes in fast-paced environments.
  • Users praise the dedicated support team behind Boltline, enhancing the overall user experience and commitment to improvement.
  • Users praise the outstanding customer support of Boltline, highlighting the team's genuine commitment to improvement and service.
  • Users appreciate the real-time access of Boltline, enhancing visibility and streamlining the hardware development process.
  • Users value the reliability of Boltline, appreciating its efficiency and intuitive design for hardware development.
Cons
  • Users note that some missing features can make workflows feel cumbersome, though improvements are on the way.
  • Users note that some workflow issues persist, requiring extra clicks and manual steps despite rapid improvements.

What Are Recent G2 Reviews of Boltline?

CaliberBRM

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: 6

How Do G2 Users Rate CaliberBRM?

  • Quality of Support: 9.6/10 (Category avg: 8.9/10)
  • Ease of Use: 8.9/10 (Category avg: 8.6/10)

Who Is the Company Behind CaliberBRM?

  • Seller: Caliber
  • Year Founded: 2001
  • HQ Location: Pittsburgh, Pennsylvania
  • Twitter: @CaliberTech
    84 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    924 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Pharmaceuticals
  • Company Size: 83% Medium, 17% Large

What Are Recent G2 Reviews of CaliberBRM?

cronetwork

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?

Who Uses This Product?

  • Company Size: 40% Large, 40% Medium

What Are Recent G2 Reviews of cronetwork?

Vimachem Pharma MES Platform

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
  • Year Founded: 2014
  • HQ Location: Queens, US
  • LinkedIn® Page: www.linkedin.com
    110 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Pharmaceuticals
  • Company Size: 83% Medium, 17% Small

What Do G2 Reviewers Say About Vimachem Pharma MES Platform?

AI-generated summary from verified user reviews

Pros
  • Users value the seamless manufacturing integration of Vimachem, leading to improved efficiency and real-time production visibility.
  • Users praise the outstanding communication and support from Vimachem, ensuring quick and efficient handling of requests.
  • Users commend the outstanding customer support from Vimachem, consistently handling requests promptly and efficiently.
  • Users appreciate the strong IoT integration and robust reporting of Vimachem Pharma MES, facilitating efficient data management.
  • Users commend the seamless integration capabilities of Vimachem Pharma MES Platform, enhancing efficiency across packaging lines.
Cons
  • Users find the complex usability of Vimachem Pharma MES Platform challenging, especially in navigating advanced features and onboarding documentation.
  • Users find the complexity of advanced reporting features challenging to navigate, requiring additional training for effective use.
  • Users find the difficult learning curve of Vimachem Pharma MES Platform challenging, requiring extra training to navigate effectively.
  • Users find that the difficult navigation of advanced reporting features requires time and additional training to master.
  • Users express concern over the expensive additional functionalities that increase overall costs unexpectedly during implementation.

What Are Recent G2 Reviews of Vimachem Pharma MES Platform?

ALIX

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
  • Year Founded: 2016
  • HQ Location: Sherbrooke, CA
  • Twitter: @agileanca
    61 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    15 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 50% Medium, 25% Small

What Are Recent G2 Reviews of ALIX?

aspenONE MES

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
  • Year Founded: 1981
  • HQ Location: Bedford, MA
  • Twitter: @AspenTech
    4,751 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    4,038 employees on LinkedIn®
  • Ownership: NASDAQ: AZPN

Who Uses This Product?

  • Company Size: 50% Small, 25% Large

What Are Recent G2 Reviews of aspenONE MES?

What Are G2 Users Discussing About aspenONE MES?

BizeeBuy

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: 4.9/5.0

Total Reviews: 5

How Do G2 Users Rate BizeeBuy?

  • 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: 9.2/10 (Category avg: 8.6/10)
  • Ease of Admin: 10.0/10 (Category avg: 8.4/10)

Who Is the Company Behind BizeeBuy?

  • Seller: BizeeBuy.com
  • HQ Location: New Delhi, IN
  • Twitter: @BizeeBuy
    10 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    10 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 60% Small, 40% Medium

What Are Recent G2 Reviews of BizeeBuy?

Datanomix

Real-time visibility meets factory floor execution. Software, coaching, and playbooks that get your team acting on the data, not just looking at it. We don't sell dashboards. We sell outcomes. Most shops see a 15%+ output boost in the first 90 30 days. Most shops run on delayed reports, whiteboards, and operator guesswork. By the time a problem shows up in the ERP, the job is late, and the margin is gone. Datanomix connects directly to your CNC machines and turns the data they're already producing into answers. No Operator Input™. No manual data entry. We connect the machines, and the software tells you where your time and money are going while you still have time to do something about it. Who's Datanomix For? Built for precision CNC machine shops, job shops, contract manufacturers, and OEMs. High-mix low-volume and high-volume production. Aerospace, defense, medical, automotive, energy, and general precision work. Shops with 5 machines and shops with 500. Call it machine monitoring, production monitoring, MES, manufacturing analytics or production intelligence — if you cut metal and you're tired of guessing, this is built for you. What Datanomix Does: PRODUCTION MONITORING Flying blind on the floor? Downtime creeps in. Delays go unnoticed. Hours, jobs, and margin disappear. Datanomix Production Monitoring reads part numbers, job data, cycle times, and part counts straight from the control. Setups and changeovers are detected automatically. Downtime is categorized without anyone typing a reason code. You get true cycle time, cutting and touch time benchmarks, OEE, and automated time studies on every job. Unlimited users, always. Mobile and TV apps included. Production Monitoring covers the following: Planning and Job Tracking: Jobs run late. On-time delivery slips. Nobody knows where to put the next job. Delivery Track gives you on-time delivery predictions based on how work is actually running, not how it was quoted. Work orders, quantities, and due dates sync from your ERP. Clock-in and clock-out are automated. Labor utilization gets compared against machine time and real output. Jobs at risk get flagged before they derail the schedule. Quoting and Job Profitability: Some jobs win. Some jobs lose. Most shops can't tell which is which until the quarter closes. Automated part-level profitability analysis surfaces your hidden winners and your silent killers. See job costs, labor costs, and real machine time tied to every quote. Find the high-margin work you want more of. Find the work where you need to raise your price or walk away. Planned Maintenance: A machine goes down Friday for scheduled service. Monday, your utilization numbers look terrible, and nobody remembers why. Routine maintenance shouldn't be a surprise, and it shouldn't wreck your utilization numbers. Stay ahead of upcoming and overdue tasks while your performance data stays accurate through shutdowns and holidays. FactoryMate™ and AI that EarnsItss Keep: FactoryMate is the analyst built into the app. It reads your production and labor data and surfaces the trends and bottlenecks your team would otherwise spend the morning hunting down. Ask it what happened on a job, prep for a production meeting, or summarize a shift in one click. We use AI where it produces an answer you'd otherwise spend an hour digging for. Not because it sounds good in a demo. Mobile App and Notifications: iOS and Android. Real-time notifications for the production issues you care about, so you find out about a down machine from your phone, not from Monday's report. Tool Insights: Tooling is a major line item, and most of the waste is invisible. Datanomix integrates with your controller to track tool usage, flag upcoming changes, and expose what's hiding behind it — unplanned downtime, rework, and scrap. TMAC ai™ and ToolAnalytix™ go deeper. TMAC ai™ Tools run out. Cuts go off spec. Cycle times drift. Scrap and rework sneak in. Built with Caron Engineering, TMAC ai reads high-resolution machine data and recommends limits based on how the cut actually ran. It detects process changes and predicts scrap parts from real-time cutting data, so your team stays ahead of tool wear and process drift before either turns into downtime or scrap. It doesn't just react. It anticipates. Now manufacturers can tie tool performance to actual cut signatures and part revisions. TOOLANALYTIX™ Tooling is one of your biggest line items. Most shops can't tell what a part actually costs to cut. Built with Vallen. ToolAnalytix brings AI-powered insight to tool management. It automatically identifies where money is being wasted and where quick improvements can be made. It monitors jobs, tools, and spending to address critical business questions: What are my real tool cutting times? What’s my real cost per unit (CPU)? What are my best and worst performing tools? G-CODE CLOUD™ + DNC Revisions go missing. File changes get lost. Machines and people sit idle waiting on the right program. G-Code Cloud + DNC is GovCloud-native, ITAR-compliant program management with DNC built in. The right program, tied to the right job, tracked from first cut to completion. Manage, approve, and edit G-code from your browser. Every change is versioned and traceable. Digital work instructions, setup sheets, tooling lists, and 3D models live with the program instead of in a binder. Edits made at the control come back to engineering as change requests, so the programmer decides what makes the next approved revision. If you hold defense work, controlled program data belongs in an environment built for it. G-Code Cloud is the G-code piece of your CMMC plan. Command Center: See every machine, every program loaded, and the program running right now — on one screen. Open change requests and system health included. Digital Production Bundles™ Package the program, print, setup sheet, and tooling together, and deliver them to the machine as a single unit. The operator gets everything needed to run the job on the Machine HUD. Nothing to go find. Nothing to print. Program Compliance Scanner: Scan a folder, a machine, or your whole library in seconds and see which programs are missing revision, author, tooling, or cycle time data. Validate Mode checks each program against what the machine expects — before it runs. DATANOMIX CONNECTS TO WHAT YOU ALREADY RUN Datanomix connects to all major makes and models of CNC machines, plus fabrication equipment and more: Fanuc, Haas, Mazak, Okuma, DMG MORI, Makino, Hurco, Brother, Citizen, Heidenhain, Siemens, Mitsubishi Electric, Fagor, MTConnect, and OPC UA. Old machines and new machines. Mixed fleets are normal here. If a machine has a control, we can usually read it. Unlock ERP Insights: Your ERP says one thing. The floor says another. ERP Insights puts planned against actual, side by side. Compare real machine performance to ERP expectations. Find the lost hours hiding in plain sight. Forecast completion dates based on actual progress and get early warnings before a customer notices the delay. We connect to any ERP. Works with cloud and on-prem systems. Epicor, JobBoss, E2, Global Shop, Plex, Acumatica, SAP, NetSuite, Infor, Dynamics 365, Odoo, JD Edwards, Aptean, Zoho, and more. Direct integrations with Fulcrum, Paperless Parts, and ProShop. Whatever you run, we’ll bring the quoted cycle times, setup times, and due dates into Datanomix alongside live production data. CMMS and CAM Connections: We connect to CMMS platforms including Limble, MaintainX, UpKeep, and Fiix. Through the Hexagon partnership, we also connect to CAM. Programmers post from Esprit Edge, and Datanomix puts the program under revision control and delivers it to the machine as a complete Digital Production Bundle. COACHING AND BUILT-IN PLAYBOOKS Software alone doesn't improve your floor. Your team does. Most monitoring vendors install the hardware and hand you a login. We don't. Coaching is included at no extra cost. Every Datanomix customer gets a dedicated Customer Success Coach with real manufacturing experience. Your Coach walks your floor during a two-day on-site visit as part of your onboarding, sits in on your morning meetings, and trains your team on using the data in the jobs they already have. Built-in product Playbooks make it stick. Each Playbook is role-based and spells out who does what, and when — supervisor, production manager, engineer, operator. The data shows you what's wrong. The Playbook tells your team what to do about it. That's the difference between a dashboard nobody opens and a shift that runs better tomorrow. We don't disappear after the install. Weekly coaching sessions through your Pilot, ongoing sessions after. Customers have access to a comprehensive knowledge base, live chat, and monthly webinars on best practices and new features. PROVEN RESULTS Coastal Machine & Supply, Carencro, LA: 41% uptime increase, 17% utilization boost, 21% downtime reduction. Reata Engineering: 27% uptime improvement, 28% utilization improvement, 7x return. OMW Corporation: 43 machines across two California facilities, 12% utilization gain, $2.5M in new business. Neo Industries: a titanium job that ran 32 minutes now runs 21. A 34% gain on one part. ARCH Medical Group: 10 to 15% improvement in quoting accuracy. Southern Machine Works: 13x ROI per machine, and a customer that awarded millions in work sight unseen because the data proved the shop could deliver. THE PILOT PROGRAM You don't have to take our word for it. The Datanomix Pilot Program connects a set of your machines and proves the ROI on your floor, with your parts, with your people. You'll run the Three Pilot Plays with a Coach in your corner. You'll know within 30 days whether this works for your shop. Request your pilot at datanomix.io/request-a-pilot/

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
  • Year Founded: 2018
  • HQ Location: Nashua, US
  • Twitter: @DatanomixInc
    900 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    35 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 86% Medium, 29% Small

What Do G2 Reviewers Say About Datanomix?

AI-generated summary from verified user reviews

Pros
  • Users value the automation capabilities of Datanomix, enhancing data-driven decision-making while saving valuable time.
  • Users value the data-driven decision-making enabled by Datanomix, enhancing efficiency and insights in manufacturing processes.
  • Users value the customization options in Datanomix, enhancing their insights and decision-making processes effectively.
  • Users value the intuitive dashboards of Datanomix, facilitating data-driven decisions with ease and efficiency.
  • Users value the aesthetically pleasing dashboards of Datanomix, which enhance insights and support automated decision-making.

What Are Recent G2 Reviews of Datanomix?

Epicor Advanced MES

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
  • Year Founded: 1972
  • HQ Location: Austin, TX
  • Twitter: @Epicor
    9,286 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    6,161 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 50% Medium, 25% Large

What Are Recent G2 Reviews of Epicor Advanced MES?

Log Sheet

Log Sheet is a flexible system for keeping production logs, with voice input and report-building capabilities. The system is designed for recording and quickly registering various production events in production logs. It is used across all industries: manufacturing, construction, transport.

Average Rating: 4.5/5.0

Total Reviews: 4

How Do G2 Users Rate Log Sheet?

  • 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: 9.2/10 (Category avg: 8.6/10)
  • Ease of Admin: 8.3/10 (Category avg: 8.4/10)

Who Is the Company Behind Log Sheet?

  • Seller: ISol LP
  • Year Founded: 2024
  • HQ Location: Ontario, Canada
  • LinkedIn® Page: www.linkedin.com
    1 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 60% Medium, 20% Large

What Are Recent G2 Reviews of Log Sheet?

Proalpha ERP

Proalpha ERP is an integrated enterprise resource planning platform designed specifically for the needs of mid-sized manufacturing and industrial companies. It brings together all essential business functions—including sales, procurement, production, logistics, service, finance, and project management—within a single, cohesive system. By centralizing these processes, Proalpha helps organizations eliminate data silos, improve transparency, and create stable, reliable workflows that support efficient daily operations. A key strength of Proalpha ERP is its emphasis on automation, precision, and intelligent decision-making. The system offers advanced planning tools, automated workflows, and powerful analytics that help companies respond quickly to changing market demands. These capabilities not only accelerate internal processes but also enable leadership teams to confidently make data-driven decisions. The platform includes flexible features such as multi-resource planning, comprehensive reporting, customizable dashboards, and localization options that make it adaptable to different countries and regulatory environments. Proalpha also stands out for its built-in, ready-to-use AI applications designed for knowledge management and advanced data analytics. These AI tools help users extract insights from large volumes of operational data, automate routine information retrieval, and enhance collaboration across departments. With AI-driven analytics, companies gain clearer visibility into performance trends, production bottlenecks, supplier reliability, and financial indicators—enabling continuous optimization and more proactive planning. The AI-supported knowledge management features make it easier for teams to access relevant information, document expertise, and streamline communication, which is especially valuable in complex manufacturing environments. The platform’s modular and scalable architecture allows organizations to implement only the components they need, with the option to expand as the business grows. This ensures that Proalpha can evolve alongside the company without disrupting ongoing operations. Additionally, Proalpha offers specialized industry solutions tailored to sectors such as machinery and plant engineering, electronics and high tech, wholesale distribution, automotive and suppliers, metalworking, plastics, medical technology, vehicle manufacturing, and furniture production. Each industry package includes targeted functionalities that address sector-specific requirements, compliance needs, and workflow challenges. Overall, Proalpha ERP provides a future-ready foundation for mid-market manufacturers seeking to optimize processes, improve visibility, and strengthen long-term competitiveness. Its combination of integrated business modules, scalable design, industry-specific capabilities, and embedded AI tools makes it a comprehensive solution for companies aiming to modernize their operations and support sustainable, data-driven growth.

Average Rating: 4.3/5.0

Total Reviews: 18

How Do G2 Users Rate Proalpha ERP?

  • Has the product been a good partner in doing business?: 7.9/10 (Category avg: 8.8/10)
  • Quality of Support: 7.2/10 (Category avg: 8.9/10)
  • Ease of Use: 7.7/10 (Category avg: 8.6/10)
  • Ease of Admin: 7.3/10 (Category avg: 8.4/10)

Who Is the Company Behind Proalpha ERP?

  • Seller: Proalpha
  • Company Website:
  • Year Founded: 1992
  • HQ Location: Weilerbach, DE
  • LinkedIn® Page: www.linkedin.com
    1,776 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Mechanical or Industrial Engineering
  • Company Size: 83% Medium, 17% Small

What Are Recent G2 Reviews of Proalpha ERP?

What Are G2 Users Discussing About Proalpha ERP?

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