Best Manufacturing Execution System (MES) Software - Page 10

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)

ATS ADOS

ATS ADOS is a manufacturing execution software that collects, reports and analyses data from diverse operations and transfers the processed information to wherever it is needed.

Who Is the Company Behind ATS ADOS?

autfactory

autfactory is a software solution designed to optimize production processes in factories. It helps manufacturers improve how their machines, workers, and systems work together. Made by AUTFORCE, a company based in Austria, this software collects real-time data from machines and people on the shop floor. It then uses that data to reduce waste, improve quality, and increase efficiency. The main goal of autfactory is to make production smarter, faster, and more reliable by using clear digital tools and automation. Use Cases Machine Monitoring and OEE Optimization autfactory continuously tracks machine data in real time. It calculates OEE (Overall Equipment Effectiveness) to help identify downtime, bottlenecks, and productivity losses. This allows production teams to react quickly, improve machine performance, and reduce waste, leading to higher efficiency and lower costs. Predictive Quality and Early Warnings using AI By analyzing live production data, autfactory helps detect quality issues before they cause defects. With built-in predictive quality tools, the software identifies abnormal trends and sends early alerts. This ensures stable processes, less scrap, and better product quality, without relying only on final inspections. Digital Worker Guidance and Rework Support autfactory provides clear, step-by-step digital instructions for tasks like machine setup, rework, or testing. Workers are guided using pictures, text, or checklists, making complex procedures easier and error-proof. This not only speeds up training but also ensures consistent results across shifts. Automated Test Benches and Reporting autfactory automates product testing such as for electronics, automotive parts, or packaging. Test procedures run automatically, data is logged and analyzed instantly, and custom reports are generated. This removes manual work, improves test accuracy, and reduces testing time and cost. AI-Based Root Cause Analysis With integrated AI, autfactory can analyze large amounts of production and test data to find the root causes of issues like downtime, scrap, or performance drops. It spots hidden patterns and gives actionable insights, allowing teams to solve problems faster and prevent them from happening again. Centralized Data and Custom Dashboards autfactory connects machines, sensors, databases, and legacy systems (like ERP or MES). All data is brought together and shown in clear dashboards, giving real-time visibility into production. This makes reporting easy and helps managers make faster, data-driven decisions. autfactory is a smart factory tool that: - Connects machines and data - Guides workers step by step - Automates testing and analysis - Alerts early for quality issues - Uses AI to find problems and trends It’s built for manufacturers who want to run a leaner, cleaner, and smarter production. Whether you're testing products, improving workflows, or tracking performance, autfactory gives you the digital tools to take full control of your production.

Who Is the Company Behind autfactory?

Authentise Flows

Authentise Flows enables teams to easily & formally plan, manage, execute & track industrial engineering and manufacturing operations. Authentise Flows provides capabilities for Workflow order definition & management; Digital work instructions; Supply chain engagement; Live, real time monitoring, Traceability, Compliance & reporting. As a result Authentise Flows can help reduce cycle times with automation, improve productivity with optimized processes and help drive compliance, with standard processes and auditability

Who Is the Company Behind Authentise Flows?

AI can help you find the answers. G2 helps you trust them.

Connect G2 to Claude or ChatGPT for answers grounded in G2's trusted reviews, comparisons, and pricing from real user insights.

How it works

AUTONOMOUS MANUFACTURING AI software

SMARTECH's innovative AI-based Autonomous Manufacturing software is a breakthrough solution that goes beyond traditional industrial automation and brings real time autonomy to production lines. Autonomous Manufacturing drives multi-dimensional improvement to three critical parameters: cost, productivity, and quality, and offers exceptional capabilities to wood-based panel manufacturers to mitigate their challenges.

Who Is the Company Behind AUTONOMOUS MANUFACTURING AI software?

  • Seller: SMARTECH
  • Year Founded: 2005
  • HQ Location: Caesarea, IL
  • LinkedIn® Page: www.linkedin.com
    44 employees on LinkedIn®

Avantguard

Avantguard is an Atlas Copco solution to help our customers to build their products with high quality and safety using their resources efficiently. Combine with our Smart Integrated Assembly solutions, it provides Agility to sustainability. Avantguard ensure assembly process across all product variants, detecting errors and guiding operators through complex tasks, as well as through the repair process. Incorrect repairs account from 30-40% of product recalls and safety issues. Avantguard controls and manages factory workflows, reducing errors and downtime for high-quality production. Resulting in reductions in lead time and costs associated with rework, while simultaneously lowering scrap material costs. It can find root causes from missing or loose tightening, incorrect or defective parts or assembly process.

Who Is the Company Behind Avantguard?

  • Seller: Atlas Copco
  • Year Founded: 1873
  • HQ Location: Stockholm, Stockholm County, Sweden
  • LinkedIn® Page: www.linkedin.com
    35,068 employees on LinkedIn®

Azumuta

Azumuta offers software solutions to augment the skills of the connected workforce. The platform assist manufacturing companies by driving performance, enabling factory workers to learn, solving in-line quality issues, and offer information progressively on the factory floor. Azumuta’s software connects operators, supervisors and managers to every single manufacturing aspect, and supports a culture of constant improvement. Azumuta is a modular online platform that helps people in a factory environment to increase productivity and quality of production by better communication and technological support. Azumuta’s software modules include the following: - Digital Work Instructions - Quality Assurance - Skills Matrix & Training - Audits & Digital Checklist - Continuous Improvement / CAPA

Average Rating: 4.8/5.0

Total Reviews: 14

How Do G2 Users Rate Azumuta?

  • Has the product been a good partner in doing business?: 9.7/10 (Category avg: 8.8/10)
  • Quality of Support: 9.4/10 (Category avg: 8.9/10)
  • Ease of Use: 8.9/10 (Category avg: 8.6/10)
  • Ease of Admin: 9.0/10 (Category avg: 8.4/10)

Who Is the Company Behind Azumuta?

  • Seller: Azumuta
  • Year Founded: 2013
  • HQ Location: Gent, BE
  • Twitter: @Azumuta
    61 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    38 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 50% Small, 43% Medium

What Are Recent G2 Reviews of Azumuta?

BatchQuest

Who Is the Company Behind BatchQuest?

  • Seller: ComplianceQuest
  • Year Founded: 2013
  • HQ Location: Tampa, FL
  • Twitter: @ComplianceQuest
    188 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    487 employees on LinkedIn®

BatchStream

BatchStream is production management software built specifically for toll manufacturers. It covers the complete operational flow from raw material receipt through to dispatch and invoicing, replacing the spreadsheets, manual records, and disconnected systems that create errors, compliance risk, and lost revenue for toll manufacturing operations. Toll manufacturing has specific operational requirements that generic manufacturing software doesn't address well. BatchStream is built around those requirements. Every module is designed for the way toll manufacturers actually work, where raw materials belong to the client, production runs are tracked by batch and PO, yield is calculated and compared against theoretical output, and finished goods are stored and dispatched on the client's behalf. The eight integrated modules cover the full production cycle. Raw Material Receipts records every inbound delivery against a purchase order, batch, and storage location, with real-time stock on hand totals and CSV export. RM Storage and Transfers manages raw material movements between locations with full traceability. Production tracks every batch run from creation through to completion, with raw material scanning, input tracking, and yield recording. Quality Logs captures quality data at the batch level. Finished Goods Storage provides a visual tank and vessel management interface showing fill levels, capacity, and stock on hand in real time, with full stock in, stock out, and return stock transaction history. Dispatch manages finished goods dispatch against client orders. Invoicing generates invoices directly from production and dispatch records. Reporting produces weekly and monthly summaries with yield analysis, RM consumption, and dispatch data by client. Because all modules are integrated, data flows through the operation without manual re-entry. A raw material receipt flows through to production, which flows through to finished goods storage, dispatch, and invoicing. Every transaction is traceable back to its source. BatchStream is a SaaS platform accessible via web browser. It integrates with MYOB for accounting, Stripe for payment processing, and OneDrive for document management. Pricing is a flat monthly subscription with no per-seat fees and no lock-in contracts. It is purpose-built for toll manufacturers and does not try to serve the broader contract manufacturing or general manufacturing market. That focus is what makes it work.

Who Is the Company Behind BatchStream?

Bearex

Bearex is a profitability-first manufacturing intelligence platform built to solve a common industry challenge: manufacturers have the data they need, but it’s stuck inside disconnected systems like ERPs, spreadsheets, and quality logs. With Bearex, manufacturers can connect every data source from production efficiency and machine uptime to financials and sales pipelines into a single, live view. This allows leadership teams to spot bottlenecks in real time, eliminate costly data blind spots, and make faster, more profitable decisions. Instead of wasting hours every week exporting data and building spreadsheets, manufacturers rely on Bearex’s custom dashboards, live performance tracking, and automated reports to run smarter daily production meetings, improve quoting accuracy, and boost operational profitability.

Who Is the Company Behind Bearex?

  • Seller: Bearex
  • Year Founded: 2021
  • HQ Location: Jackson, US
  • LinkedIn® Page: www.linkedin.com
    4 employees on LinkedIn®

BeOEE

BeOEE is a Manufacturing Execution System (MES) and OEE platform designed for manufacturers that need real-time visibility and control of production. It connects machine data, work orders and shop-floor context to monitor OEE, downtime, performance, quality and traceability. BeOEE integrates with existing machinery, PLCs and ERP systems, helping manufacturers identify production losses, manage manufacturing orders and make better operational decisions without replacing the systems they already use.

Who Is the Company Behind BeOEE?

Blueingo

Blueingo is a premier IT solutions provider specializing in custom software development, cloud infrastructure management, and innovative digital transformation services. We empower businesses globally with scalable, secure, and cutting-edge technology solutions tailored to meet modern enterprise demands.

Who Is the Company Behind Blueingo?

BlueKaktus

BlueKaktus is a business process management software for fashion Industry, an operations optimization tool, fashion design software, inventory management software and business process automation.

Who Is the Company Behind BlueKaktus?

  • Seller: BlueKaktus
  • Year Founded: 2000
  • HQ Location: New Delhi, IN
  • Twitter: @bluekaktus_rdpl
    45 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    115 employees on LinkedIn®

Bluestreak

Bluestreak is a manufactoring execution software that is designed exclusively for a service-based manufacturing environment where the primary focus is quality processing and operations.

Who Is the Company Behind Bluestreak?

Boards on Fire

Boards on Fire is a digital daily management and operational performance software that helps organizations plan, run, and follow up on day-to-day work using structured visual boards, routines, and data-driven improvement workflows. The software is designed for teams that need a consistent way to manage daily operations, coordinate tasks, track performance, and identify deviations early. It is commonly used in environments where operational stability, continuous improvement, and cross-functional communication are important, such as manufacturing, logistics, maintenance, and other operational settings. Boards on Fire supports both frontline teams and management by providing a shared structure for daily meetings, KPI tracking, and issue resolution. Boards on Fire is typically used for workflows such as daily stand-ups, shift handovers, production follow-ups, maintenance planning, safety routines, and continuous improvement activities. It enables teams to document deviations, assign actions, and monitor progress over time. The platform can be configured to match different operational processes and organizational structures, and is intended to support standardized ways of working across multiple teams or sites. Main features * Digital visual boards for daily management, including KPI tracking and structured meeting flows * Deviation management for registering issues, categorizing root causes, and assigning corrective actions * Action tracking with ownership, deadlines, status updates, and follow-up history * Support for continuous improvement processes, including recurring reviews and improvement backlogs Typical benefits * Increased transparency in operational performance across teams and shifts * Earlier identification of operational problems through structured deviation reporting * Clearer ownership of actions and follow-up, reducing lost or untracked tasks * More consistent daily routines and standardized ways of working across locations Target users and environments * Frontline teams, supervisors, and operational managers * Organizations with recurring daily meetings, shift-based work, or multiple sites * Teams working with production, logistics, quality, maintenance, safety, or service delivery

Who Is the Company Behind Boards on Fire?

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