Best Manufacturing Execution System (MES) Software - Page 12

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)

DataQI Insights for Manufacturing

DataQI: AI-Powered Manufacturing Optimization Solution DataQI is a purpose-built Manufacturing Optimization Solution (MOS) designed to help manufacturers increase output, reduce downtime, and eliminate operational waste. Positioned perfectly between basic OEE scoreboards and complex, resource-heavy enterprise manufacturing suites, DataQI democratizes shop-floor data so everyone from machine operators to the C-suite can make better decisions. By combining native industrial connectivity with advanced generative and agentic AI, DataQI turns raw production data into proactive intelligence without requiring a multi-year digital transformation project. Core Platform Modules: Insights: The foundational data layer that connects directly to industrial machinery via programmable logic controllers (PLCs), sensors, and computer vision. It surfaces real-time Overall Equipment Effectiveness (OEE), tracks downtime, and identifies production bottlenecks on intuitive management and operator dashboards. Assistant: An AI-powered knowledge retrieval tool that uses a natural language interface to unlock tribal knowledge and institutional data. Operators and engineers can instantly query technical manuals, standard operating procedures (SOPs), maintenance logs, and live operational data for rapid troubleshooting. Agent: The autonomous action layer that executes complex operational workflows. AI Agents automate routine tasks such as generating downtime reports, triggering maintenance tickets, and compiling shift handovers, saving hours of manual effort. Why DataQI? Native Data Connectivity: Unlike standalone AI tools, DataQI controls the data directly from the source by natively connecting to the shop floor. Secure & Flexible Deployment: Designed for security-conscious and regulated environments, DataQI can be deployed fully on-premise and air-gapped. Proven ROI: Customers like Prima Dental have utilized DataQI to uncover hidden efficiencies, yielding a 6% increase in efficiency equivalent to the output of 10 new CNC machines. Who is it for? DataQI is built for mid-market discrete and process manufacturers (typically £10m - £150m revenue) across sectors like automotive, aerospace, food and beverage, and pharmaceuticals. It is the ideal platform for Operations Directors, Plant Managers, Continuous Improvement Managers, and frontline operators.

Who Is the Company Behind DataQI Insights for Manufacturing?

DESBA MES

DESBA MES is DESBA S.A.'s Manufacturing Execution System, built by an Argentina-based technology company with more than 30 years of experience (since 1996). It provides real-time access to production data, process data collection, downtime analysis and ERP integration, helping manufacturing plants improve operational efficiency and traceability. It has been implemented for clients such as Danone, for their infant-nutrition plant, under strict international quality standards.

Who Is the Company Behind DESBA MES?

  • Seller: DESBA SA
  • Year Founded: 2007
  • HQ Location: Capital Federal, AR
  • LinkedIn® Page: www.linkedin.com
    15 employees on LinkedIn®

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How it works

DesignCalcs

DesignCalcs is pressure vessel and shell-and-tube heat exchanger design software built for ASME BPVC Section VIII, Division 1 compliance. It replaces hand calculations and maintained spreadsheets with an embedded library of industry data and proven methodologies, so fabricators and engineering firms can design shells, heads, nozzles, flanges and pipe supports against the Code without tracking revisions themselves. Compliance is checked while you design rather than at the end. Each component returns a real-time result — Passed, Passed with Comment, or Failed — and the software warns you before saving a component that hasn't passed. That means code problems surface when they're cheap to fix, not after the design is finished. Every report includes the actual calculation alongside the governing Code references, and PTB-4 reference designs are included so your checker or Authorized Inspector can verify the calculations directly against the Code book. The Quick Vessel Wizard generates a starting design from basic parameters — dimensions, thickness, pressure — for users who don't want to build from scratch. DesignCalcs integrates natively with NozzlePRO from Paulin Research Group for 3-D finite element analysis of nozzles, saddles, pipe shoes and clips when a design needs FEA. For projects requiring codes beyond ASME Section VIII Division 1 — including Division 2, PD 5500 and EN 13445 — CEI's Finglow covers them, with a DC Import tool that carries existing DesignCalcs designs across.

Who Is the Company Behind DesignCalcs?

  • Seller: CEI
  • Year Founded: 1986
  • HQ Location: Kansas City Greater Metropolitan Area
  • Twitter: @thinkCEI
    100 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    80 employees on LinkedIn®

Digital Factory

Digital Factory is a modular cloud platform that moves the shop floor off spreadsheets and into one system. Manufacturers use it to run mobile audits (5S, TPM, EHS) with automatic PDF reports, monitor KPIs with alerts, collect and implement employee Kaizen ideas, map processes to expose waste, manage competency matrices, plan work in Kanban, run online sourcing events and connect machines and sensors through IoT. You activate only the modules you need and add the rest later, so going live takes minutes instead of an ERP-length implementation - no IT project and no integrator.

Who Is the Company Behind Digital Factory?

dime

Plan and Execute Production, in One Place. Maximize Plant Productivity with the Dime Production Suite. Real-Time Traceability + Andon Correct course as soon as things go wrong. Real-time data ingestion and alerts to keep production KPIs on track. Materials Planning + Purchasing Keep materials in stock at all times. Automate materials planning and send POs or order from your catalog of choice. Production Scheduling Automate production scheduling based on your process specific constrains. Edit as necessary to meet your priorities.

Who Is the Company Behind dime?

DMG MORI

Who Is the Company Behind DMG MORI?

  • Seller: DMG MORI
  • Year Founded: 1948
  • HQ Location: Hoffman Estates, US
  • LinkedIn® Page: www.linkedin.com
    772 employees on LinkedIn®

Do.Impact

DO.Impact is manufacturing operations management software that unifies production and planning functions into a single platform. It integrates twelve modules to share data across operations, removing the need for separate tools and complex integrations. The platform supports Hoshin Kanri methodology to align business targets with operational metrics. Bid, CRM, and contract review features assess customer pipelines and feasibility. APQP and AS9145 controls guide product launches through gated processes. Sales, inventory, and operations planning connect orders to factory capacity, while procurement modules track supplier performance and material dependencies. Capacity scheduling converts machine availability into production commitments. Daily management includes tiered meetings, issue escalation workflows, and predictive maintenance with OEE tracking. Skills management maps competencies, while tools like A3, 5-Why, and 8D aid root cause analysis. Safety modules finalize the framework.

Who Is the Company Behind Do.Impact?

d-one

d-one is an Intelligent Planning, Manufacturing and Warehouse System. It enables intelligent and lean factory management. It helps you solve your current Supply Chain challenges while planning your leap into the "Future Factory". The platform can be purchased in a modular way, to ensure an immediate return in investment: a gradual and budget-wise approach toward benefits and ROI. d-one enables our clients to increase efficiency and performance: driving an impressive, measurable evolution of their business. Its modules include: • Intelligent planning system, with integrated sales and capacity planning (man, machine, material), optimizer and what-if scenario simulation driving strengthened financial forecasting. • Intelligent manufacturing system, with integrated scheduling, execution of operations, performance and quality control, leveraging Industry 4.0 • Intelligent warehouse system improved Customer delivery performance, cost and inventory control.

Average Rating: 5.0/5.0

Total Reviews: 2

How Do G2 Users Rate d-one?

  • 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 d-one?

Who Uses This Product?

  • Company Size: 50% Medium, 50% Small

What Are Recent G2 Reviews of d-one?

DOVAmfg

DOVAmfg is production control software for manufacturing plants. It connects the production schedule, the shop floor and maintenance in one place. Operators start and close work orders at the machine and log every stop with a reason. Managers see live progress, OEE (Overall Equipment Effectiveness) and downtime by machine, shift and department. A floor TV dashboard shows the whole plant what is running, what is late and what is down. Plants keep the schedule they already use: DOVAmfg imports Excel and CSV files, or syncs from Google Drive, SharePoint or an ERP, and tracks every job live against the plan. Maintenance is built in: work requests, planned maintenance, spare parts, contractors and asset records, so production and maintenance work from the same machine list. The Operations Hub keeps procedures, forms and audit records ready for inspections. One flat price per location, every feature included, and unlimited operators and office users. Setup takes about a day with the Company Setup Workbook.

Who Is the Company Behind DOVAmfg?

DynamxMFG

Who Is the Company Behind DynamxMFG?

  • Seller: Total Control Pro
  • Year Founded: 2013
  • HQ Location: Northampton, GB
  • Twitter: @TotalControlPro
    897 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    16 employees on LinkedIn®

DynamxMFG - Smart Manufacturing Platform

DynamxMFG is a smart manufacturing platform built for small to medium-sized manufacturers, giving businesses real-time visibility from sales orders to shop floor execution. With live data delivered across customisable dashboards, it empowers managers to identify bottlenecks, improve quality, and react quickly to production challenges. By combining order management, inventory control, shop floor tracking, and integrated reporting, DynamxMFG simplifies complex processes into an intuitive, scalable system, helping manufacturers boost productivity, reduce downtime, and make faster, smarter decisions.

Who Is the Company Behind DynamxMFG - Smart Manufacturing Platform?

  • Seller: Total Control Pro
  • Year Founded: 2013
  • HQ Location: Northampton, GB
  • Twitter: @TotalControlPro
    897 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    16 employees on LinkedIn®
Nathan Calabrese
NC
Researched and written by Nathan Calabrese
Updated October 3, 2024