# Best Digital Twin Software - Page 3 *By [Bijou Barry](https://research.g2.com/insights/author/bijou-barry)* Digital twin software provides a virtual representation or simulation of a physical asset and is used to monitor the performance of the asset in real-time. These tools are used to simulate performance, predict potential maintenance needs, and ultimately optimize the asset for peak performance. Businesses embed their physical assets with sensors to produce the data necessary to inform a digital twin. By transforming the assets into IoT-enabled devices, they can track and monitor the physical piece of machinery. These tools are often used in conjunction with [IoT device management software](https://www.g2.com/categories/iot-device-management) or [computer-aided engineering (CAE) software](https://www.g2.com/categories/computer-aided-engineering-cae). To qualify for inclusion in the Digital Twin category, a product must: - Provide a digital representation of a physical asset - Track data produced by the physical asset via sensors - Allow users to optimize performance of the physical asset based on the data produced by the asset ## How Many Digital Twin Software Products Does G2 Track? **Total Products under this Category:** 114 ### Category Stats (May 2026) - **Average Rating**: 4.34/5 - **New Reviews This Quarter**: 22 - **Buyer Segments**: Mid-Market 70% │ Small-Business 21% │ Enterprise 9% - **Top Trending Product**: Tecnomatix (+0.022) *Last updated: May 27, 2026* ## How Does G2 Rank Digital Twin Software Products? **Why You Can Trust G2's Software Rankings:** - 30 Analysts and Data Experts - 1,000+ Authentic Reviews - 114+ 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 Digital Twin Software Is Best for Your Use Case? - **Leader:** [Forward Enterprise](https://www.g2.com/products/forward-enterprise/reviews) - **Highest Performer:** [XMPro](https://www.g2.com/products/xmpro/reviews) - **Easiest to Use:** [Forward Enterprise](https://www.g2.com/products/forward-enterprise/reviews) - **Top Trending:** [XMPro](https://www.g2.com/products/xmpro/reviews) - **Best Free Software:** [Tecnomatix](https://www.g2.com/products/tecnomatix/reviews) ## What Are the Top-Rated Digital Twin Software Products in 2026? ### 1. [CONTACT Elements for IoT](https://www.g2.com/products/contact-elements-for-iot/reviews) 𝗧𝗵𝗲 𝗶𝗻𝗱𝘂𝘀𝘁𝗿𝗶𝗮𝗹 𝗱𝗶𝗴𝗶𝘁𝗮𝗹 𝘁𝘄𝗶𝗻 𝗽𝗹𝗮𝘁𝗳𝗼𝗿𝗺 𝗳𝗼𝗿 𝗱𝗮𝘁𝗮-𝗱𝗿𝗶𝘃𝗲𝗻 𝗽𝗿𝗼𝗰𝗲𝘀𝘀𝗲𝘀 The Internet of Things connects machines and components with software services that focus on optimizing manufacturing processes and implementing digital services for smart products. CONTACT Elements for IoT cost-effectively accelerates the implementation of solutions for data-driven processes using digital twins of industrial assets. The platform is characterized by an open architecture, a simple and robust mapping of business processes and a low-code philosophy. **Who Is the Company Behind CONTACT Elements for IoT?** - **Seller:** [CONTACT Software](https://www.g2.com/sellers/contact-software) - **Year Founded:** 1990 - **HQ Location:** Bremen, Bremen, Germany - **LinkedIn® Page:** https://www.linkedin.com/company/contact-software (355 employees on LinkedIn®) ### 2. [CyberVR](https://www.g2.com/products/cybervr/reviews) CyberVR is a software automation and instrumentation platform that accelerates full-scale, realistic, and continuous cyber resilience validation without the technical, organizational, and managerial challenges that normally slow you down. **Who Is the Company Behind CyberVR?** - **Seller:** [VM2020 SOLUTIONS](https://www.g2.com/sellers/vm2020-solutions) - **Year Founded:** 2013 - **HQ Location:** Greater Miami Area, US - **LinkedIn® Page:** https://www.linkedin.com/company/vm2020solutions (10 employees on LinkedIn®) ### 3. [Cyvl.ai](https://www.g2.com/products/cyvl-ai/reviews) Cyvl.ai is an AI-powered platform that revolutionizes infrastructure management by providing civil engineers and governments with advanced tools to monitor, assess, and maintain physical assets. Utilizing vehicle-mounted 3D LiDAR sensors and proprietary data processing algorithms, Cyvl.ai enables efficient and accurate data collection, transforming traditional manual inspections into streamlined, data-driven processes. This technology facilitates proactive maintenance strategies, enhances safety, and optimizes resource allocation, ultimately leading to more sustainable and resilient infrastructure systems. **Who Is the Company Behind Cyvl.ai?** - **Seller:** [Cyvl.ai](https://www.g2.com/sellers/cyvl-ai) - **Year Founded:** 2020 - **HQ Location:** Somerville, Massachusetts, United States - **LinkedIn® Page:** https://www.linkedin.com/company/cyvl (44 employees on LinkedIn®) ### 4. [DATAHUB+](https://www.g2.com/products/vroc-datahub/reviews) DataHUB+ is an enterprise time-series process data historian and visualization platform. It's scalable distributed data storage allows users to store all available structured, semi-structured and unstructured data reliably. DataHUB+ is built for rapid insights, reducing data wrangling time. Build your own data visualizations and dashboards, monitor operations in real time, create alerts and be confident in the integrity of your analysis. DataHUB+ is designed to be interoperable with your existing systems, and can be utilised for an unlimited number of plants, assets and equipment. Users can build data visualizations using dynamic dashboards or fully customize visualizations using drag & drop functionality. DataHUB+ also includes free-form calculations and statistical analysis capabilities. Discover a next generation process historian and visualization platform without hidden licensing fees, additional hardware costs or individual user costs. **Average Rating:** 5.0/5.0 **Total Reviews:** 1 **Who Is the Company Behind DATAHUB+?** - **Seller:** [VROC](https://www.g2.com/sellers/vroc) - **Year Founded:** 2016 - **HQ Location:** East Perth, AU - **Twitter:** @vrocai (61 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/vroc-artificial-intelligence (12 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 100% Mid-Market ### 5. [Digital Twin](https://www.g2.com/products/digital-twin/reviews) eSelf's Digital Twin is an innovative AI solution that enables users to create realistic, multilingual AI avatars that interact with customers 24/7. In just a few minutes, users can develop a personalized digital twin that enhances marketing personalization, automates sales processes, and provides continuous customer engagement. **Who Is the Company Behind Digital Twin?** - **Seller:** [eSelf AI](https://www.g2.com/sellers/eself-ai) - **Year Founded:** 2022 - **HQ Location:** Tel Aviv, IL - **LinkedIn® Page:** https://www.linkedin.com/company/eself-ai/ (27 employees on LinkedIn®) ### 6. [Digital Twin](https://www.g2.com/products/twinup-digital-twin/reviews) TwinUp is a digital twin platform designed for smart cities and infrastructure management. It enables city administrators, municipalities, and infrastructure providers to create real-time digital replicas of physical systems—such as roads, utilities, and buildings—using data from GIS, IoT, and AI. The platform supports simulation, monitoring, forecasting, and operational optimization. TwinUp empowers smarter urban planning, sustainable resource management, and faster decision-making by turning complex city systems into visual, interactive, and intelligent models. Key features include: Real-time data visualization Scenario simulation Predictive analytics Infrastructure performance monitoring GIS and IoT integration TwinUp is built to scale with cities and public institutions, offering a modular and cloud-based architecture that adapts to local needs. **Who Is the Company Behind Digital Twin?** - **Seller:** [Twinup](https://www.g2.com/sellers/twinup) - **Year Founded:** 2024 - **HQ Location:** Santa Clara, US - **LinkedIn® Page:** https://www.linkedin.com/company/twinupofficial (47 employees on LinkedIn®) ### 7. [Eigen BSP (Barrier Status Panel)](https://www.g2.com/products/eigen-bsp-barrier-status-panel/reviews) Eigen’s Barrier Status Panel (BSP) is a digital product designed to support process safety and operational risk management by providing visibility of safety barrier status within complex operational environments. BSP brings together information related to safety-critical barriers and presents it in a structured, accessible way, helping teams understand current conditions and maintain awareness of barrier health. It is intended to support engineers, operations, and safety professionals in making informed decisions by improving oversight of safety-related information that is often distributed across multiple systems. **Who Is the Company Behind Eigen BSP (Barrier Status Panel)?** - **Seller:** [Eigen](https://www.g2.com/sellers/eigen-d96f54db-0c80-4e9f-9333-418e924b4238) - **Year Founded:** 2007 - **HQ Location:** Leatherhead, GB - **LinkedIn® Page:** https://www.linkedin.com/company/eigen-ltd/ (30 employees on LinkedIn®) ### 8. [EKS Virtual Commissioning](https://www.g2.com/products/eks-virtual-commissioning/reviews) Virtual commissioning revolutionizes production system deployment through digital testing. It validates programs, reduces commissioning times, and enhances reliability and quality. By simulating workflows virtually, issues are resolved pre-deployment, minimizing delays and risks. We integrate PLCs, robots, and components for smooth production. Our tools enable visualization and testing of processes, facilitating improvement and optimal resource allocation. Virtual commissioning future-proofs operations, reduces downtime, and accelerates project execution. **Who Is the Company Behind EKS Virtual Commissioning?** - **Seller:** [EKS-Intec](https://www.g2.com/sellers/eks-intec) - **HQ Location:** N/A - **LinkedIn® Page:** https://www.linkedin.com/company/No-Linkedin-Presence-Added-Intentionally-By-DataOps (1 employees on LinkedIn®) ### 9. [Engineering Base - Oil and gas](https://www.g2.com/products/engineering-base-oil-and-gas/reviews) Engineering Base (EB) for Oil & Gas is a data‑centric engineering platform used to design, document, and manage oil and gas facilities—from upstream and midstream plants to downstream refineries—across their entire lifecycle. It replaces document‑driven engineering with a Single Source of Truth, where process, piping, instrumentation, electrical, and automation data are stored as intelligent, interconnected objects. This enables consistent engineering, safe modifications, and efficient collaboration in complex, long‑life assets. **Who Is the Company Behind Engineering Base - Oil and gas?** - **Seller:** [AUCOTEC](https://www.g2.com/sellers/aucotec) - **Year Founded:** 1985 - **HQ Location:** Isernhagen, DE - **LinkedIn® Page:** https://www.linkedin.com/company/aucotec-ag (213 employees on LinkedIn®) ### 10. [eserv](https://www.g2.com/products/eserv/reviews) eserv (legally Energy Services International Ltd) is a British software and engineering company headquartered in Aberdeen, Scotland. It develops and operates AS-TEG, a cloud-based digital twin platform designed to support engineering-intensive workflows across complex industrial assets such as FPSOs, oil rigs, refineries, and power plants. Primarily serving the energy sector, Eserv’s platform offers a range of advanced features including remote virtual walkthroughs, dimensional control, clash detection, asset inspection, and seamless integration through REST APIs. **Who Is the Company Behind eserv?** - **Seller:** [eserv](https://www.g2.com/sellers/eserv) - **Year Founded:** 2015 - **HQ Location:** Aberdeen, GB - **LinkedIn® Page:** https://www.linkedin.com/company/eserv-international (66 employees on LinkedIn®) ### 11. [FactoryTwin](https://www.g2.com/products/factorytwin/reviews) FactoryTwin is an award-winning, user-friendly, secure, and affordable platform that harnesses the superpower of existing factory data to drive productivity gains for Small and Medium Manufacturers. Additionally, it provides users with an On-Demand practical approach to cleansing factory data to ensure accurate analytics. FactoryTwin delivers consistent double-digit improvements in on-time delivery, cash flow, revenue, and profitability, while also boosting team engagement and Morale. **Who Is the Company Behind FactoryTwin?** - **Seller:** [FactoryTwin](https://www.g2.com/sellers/factorytwin) - **Year Founded:** 2017 - **HQ Location:** Greater Minneapolis-St. Paul Area, US - **LinkedIn® Page:** https://www.linkedin.com/company/advisory-aerospace-osc/ (21 employees on LinkedIn®) ### 12. [Flutura Decision Science](https://www.g2.com/products/flutura-decision-science/reviews) Flutura Decision Sciences and Analytics is an IOT intelligence company that is powering new monetizable business models using machine signals in the Engineering and Energy Industry. **Who Is the Company Behind Flutura Decision Science?** - **Seller:** [Flutura Business Solutions](https://www.g2.com/sellers/flutura-business-solutions) - **HQ Location:** Dublin 2, County Dublin, Ireland - **LinkedIn® Page:** https://www.linkedin.com/company/accenture (621,986 employees on LinkedIn®) ### 13. [iLens](https://www.g2.com/products/rockwell-automation-ilens/reviews) iLens from Knowledge Lens is our premier Industrial IoT solution, addressing the Industry 4.0 demands with capabilities including Interface Connectivity, Edge Computing, Monitoring and control, and Predictive Analytics. iLens is currently powering companies across Automation, Manufacturing, Energy and Utility Industries across the globe. **Who Is the Company Behind iLens?** - **Seller:** [Rockwell Automation](https://www.g2.com/sellers/rockwell-automation-da78dc32-f4d9-4343-b833-8c78bb1bf839) - **Year Founded:** 1903 - **HQ Location:** Milwaukee, WI - **Twitter:** @ROKAutomation (44,378 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/2498/ (21,893 employees on LinkedIn®) - **Ownership:** NYSE:ROK ### 14. [Indeex Digital Twin Platform](https://www.g2.com/products/indeex-digital-twin-platform/reviews) Cloud-based digital twin platform designed for food and beverage manufacturing industries that integrates with existing industrial equipment using standard communication protocols to collect real-time data without requiring hardware changes. It features data acquisition capabilities, automated process detection, production benchmarking, and KPI tracking that enables facilities to identify bottlenecks and optimize operations. The system creates digital copies of repeatable processes such as batch operations, packaging, and cleaning procedures, allowing for analysis and improvement. Indeex transforms raw equipment data into actionable insights while monitoring production stages in real time. **Who Is the Company Behind Indeex Digital Twin Platform?** - **Seller:** [Indeex](https://www.g2.com/sellers/indeex) - **Year Founded:** 2020 - **HQ Location:** Vólos, GR - **LinkedIn® Page:** https://www.linkedin.com/company/indeex-ai/ (10 employees on LinkedIn®) ### 15. [Iotics](https://www.g2.com/products/iotics/reviews) Iotics’ revolutionary digital twin technology allows for communication across the entire digital ecosystem of your assets. Whether it’s people, places, processes, or things, Iotics bridges the gap between each of them through our unique data mesh technology, completely overriding the limits of organizational boundaries or differing data languages without sacrificing security. The sky's the limit in regard to confidently sharing data internally, externally, and across platforms. Iotics allows for an exchange of data between the smallest sensors to the largest power stations; from a single running train to an entire network of airplanes. In short, there is no limit to what Iotics can connect. In the world of Iotics, enterprises, communities, and even entire cities become digitally enabled and therefore capable of communicating with each other as unique data sources. Iotics weaves a web between these sources, turning them into discoverable, interactive assets. **Who Is the Company Behind Iotics?** - **Seller:** [Iotics](https://www.g2.com/sellers/iotics) - **Year Founded:** 2014 - **HQ Location:** London, GB - **LinkedIn® Page:** https://www.linkedin.com/company/iotics-ecosystem/ (19 employees on LinkedIn®) ### 16. [KINEXON](https://www.g2.com/products/kinexon/reviews) KINEXON provides an AI-powered IoT platform that enables businesses to connect and automate operations efficiently. As a recognized leader in indoor location services, KINEXON offers real-time locating systems and fleet management solutions for autonomous mobile robots (AMRs) and automated guided vehicles (AGVs). These solutions are implemented across various sectors, including automotive, manufacturing, and aerospace, to provide real-time visibility and traceability of moving assets, which helps drive process automation. Key clients, such as BMW, Siemens, Airbus, Continental, and MTU Aero Engines, employ KINEXON's solutions to digitize and coordinate physical processes. This digital transformation aims to enhance efficiency, productivity, and quality, while preparing businesses for AI-enhanced operations. Headquartered in Munich, Germany, with an office in Chicago, USA, KINEXON has a team of over 250 employees dedicated to driving innovation in the IoT landscape. As a comprehensive IoT provider, KINEXON develops ultra-wideband (UWB) sensor technology that supports data generation and intelligent data analysis applications. By creating a digital twin of real-time shop floor activities, KINEXON’s solutions offer complete transparency into customer operations, allowing for optimization and automation opportunities. The KINEXON sensor network provides precise real-time localization to within a few centimeters. The data collected is processed through the KINEXON OS platform, where position, status, and other process-relevant data from various sensors and devices are integrated and analyzed in real time. This capability supports the automation of process optimization, enhancing production and intralogistics processes in terms of efficiency, quality, and cost-effectiveness. KINEXON has implemented over 600 projects across 12 countries, serving a wide range of industries by providing tailored IoT solutions to meet specific operational challenges. The company has successfully deployed projects globally, including in South America, Canada, Africa, Europe, and Asia, demonstrating its capability to deliver IoT innovations on an international scale. By offering a unified platform for both hardware and software solutions, KINEXON ensures seamless integration and functionality for its clients. This approach enables businesses to achieve new levels of operational efficiency and productivity while preparing for ongoing digital transformation and future advancements in automation. **Who Is the Company Behind KINEXON?** - **Seller:** [KINEXON](https://www.g2.com/sellers/kinexon) - **Year Founded:** 2012 - **HQ Location:** Munich, Bavaria, Germany - **LinkedIn® Page:** https://www.linkedin.com/company/kinexon (217 employees on LinkedIn®) ### 17. [KloudGin Field Service and Asset Management](https://www.g2.com/products/kloudgin-field-service-and-asset-management/reviews) KloudGin’s fully integrated Field Service and Asset Management solution enables modern utilities, municipalities, and infrastructure companies to connect and empower their mobile teams. Real-time collaboration, AI-powered insights and decision support, and a best-in-class user experience help improve organizational performance, safety, efficiency, and customer satisfaction. **Average Rating:** 4.5/5.0 **Total Reviews:** 44 **Who Is the Company Behind KloudGin Field Service and Asset Management?** - **Seller:** [KloudGin](https://www.g2.com/sellers/kloudgin) - **Year Founded:** 2014 - **HQ Location:** Sunnyvale, CA - **Twitter:** @kloudgin (764 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/3555079/ (231 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Utilities, Computer Software - **Company Size:** 63% Mid-Market, 30% Small-Business ### 18. [KODE OS](https://www.g2.com/products/kode-os/reviews) KODE offers an open enterprise platform (KODE OS) that integrates all forms of building management, IoT, and operational systems into a single pane of glass with applications that reduce Energy and Carbon Emissions while automating operations and orchestrating amazing experiences for the people that live, work, visit and play in the built environment. **Average Rating:** 4.5/5.0 **Total Reviews:** 1 **Who Is the Company Behind KODE OS?** - **Seller:** [KODE Labs](https://www.g2.com/sellers/kode-labs) - **Year Founded:** 2017 - **HQ Location:** Detroit, US - **LinkedIn® Page:** https://www.linkedin.com/company/kodelabs/ (244 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 100% Mid-Market ### 19. [Metryc – Global Wind Speed Best Estimates](https://www.g2.com/products/metryc-global-wind-speed-best-estimates/reviews) Metryc is a cutting-edge global wind speed estimation product developed by Reask, designed to provide accurate and high-resolution wind hazard intensity metrics for tropical cyclones worldwide. Leveraging advanced machine learning techniques, Metryc delivers consistent and reliable wind speed data, even in regions with limited observational infrastructure. This capability is crucial for industries such as insurance, where precise wind hazard assessments are essential for risk modeling and the development of parametric insurance products. By augmenting scarce ground-level observations, Metryc enables the expansion of parametric insurance coverage into previously underserved areas, thereby addressing the insurance protection gap and enhancing resilience against windstorm-related risks. **Who Is the Company Behind Metryc – Global Wind Speed Best Estimates?** - **Seller:** [Reask](https://www.g2.com/sellers/reask) - **Year Founded:** 2018 - **HQ Location:** Sydney, AU - **LinkedIn® Page:** https://www.linkedin.com/company/reask-earth (23 employees on LinkedIn®) ### 20. [MODS Reality](https://www.g2.com/products/mods-reality/reviews) MODS Reality brings critical knowledge to life to maximizing your performance and increasing profitability. MODS Reality is a cloud-based application that hosts a digital twin of your facility using a point cloud environment, to enhance engineering and streamlines scheduling and work execution management for maintenance and minor modifications. **Who Is the Company Behind MODS Reality?** - **Seller:** [MODS Management](https://www.g2.com/sellers/mods-management) - **Year Founded:** 2002 - **HQ Location:** Aberdeen, Scotland, United Kingdom - **LinkedIn® Page:** https://www.linkedin.com/company/mods-management (77 employees on LinkedIn®) ### 21. [Moicon](https://www.g2.com/products/moicon/reviews) Moicon is a cloud-based digital twin and simulation platform built for manufacturers. It turns your factories, production lines and technical installations into an interactive 3D representation where people, systems and data are connected in one place – and where you can simulate, analyze and cost how the process actually behaves. With Moicon, you can bring engineering models, technical documentation, live factory data, cost data and process logic together into a single, visual interface that runs in the browser. Operators, engineers and management get a shared, always-up-to-date view of the plant – making it easier to understand what is installed, what is happening right now on the shop floor, and what will happen, technically and financially, when you change something in the process. Typical use cases include: Visual navigation of sites, equipment and critical assets Centralizing technical documentation and equipment information Connecting real-time data from machines, sensors and control systems Supporting maintenance, operations and HSE workflows Process simulation and analysis of production lines Calculating cost per process or process step and understanding the financial impact of downtime and inefficiencies Testing layout changes and improvement scenarios and quickly estimating ROI before you touch the real factory Moicon’s simulation and costing capabilities let you run “what-if” scenarios on top of your digital twin – for example testing different production plans, buffer sizes, staffing levels, energy usage or equipment changes – and compare scenarios side by side. By attaching costs to machines, labor, materials and other resources, you can quickly estimate the ROI of each scenario before investing in physical changes. Moicon is designed for industrial reality: multi-site setups, legacy systems and complex facilities. The platform scales from single-site pilots to enterprise-wide deployments and can be integrated with existing tools and data sources instead of replacing them. If you want a practical, visual way to work with digital twins, process simulation and cost/ROI analysis in day-to-day operations – not just in slide decks – Moicon helps your teams see, understand and improve the factory together. **Who Is the Company Behind Moicon?** - **Seller:** [Moicon Digital Twin AS](https://www.g2.com/sellers/moicon-digital-twin-as) - **Year Founded:** 2017 - **HQ Location:** Gjøvik, NO - **LinkedIn® Page:** https://www.linkedin.com/company/moicon/ (6 employees on LinkedIn®) ### 22. [Mt. Fuji](https://www.g2.com/products/mt-fuji/reviews) Mt. Fuji is an industrial AI and plant intelligence platform designed to help manufacturers gain real-time visibility, stability, and efficiency across their operations. By unifying data from PLC/DCS, MES/ERP, SCADA, and shift logs, Mt. Fuji standardizes and secures production data. Its AI-powered control system delivers predictive, preventive, and prescriptive insights, automatically adjusting parameters to maintain consistent quality and reduce variability. With features like real-time KPI tracking, batch-to-batch comparisons, anomaly detection, and digital twin dashboards, Mt. Fuji enables operators and executives alike to act faster with reliable insights. Manufacturers rely on Mt. Fuji to minimize downtime, enhance traceability, improve resource efficiency, and accelerate smarter decision-making, powering more agile, data-driven, and sustainable operations. **Who Is the Company Behind Mt. Fuji?** - **Seller:** [Haber](https://www.g2.com/sellers/haber) - **Year Founded:** 2017 - **HQ Location:** Pune, IN - **Twitter:** @HABER_TECH (120 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/13237325 (225 employees on LinkedIn®) ### 23. [NavVis Digital Factory Solution](https://www.g2.com/products/navvis-digital-factory-solution/reviews) Professionals in global supply chain, engineering and operations can now digitalize their facilities with unprecedented speed and accuracy. Make decisions with confidence using reliable, detailed visualizations of your factories and production assets. **Who Is the Company Behind NavVis Digital Factory Solution?** - **Seller:** [Navvis](https://www.g2.com/sellers/navvis) - **Year Founded:** 2013 - **HQ Location:** Munich, Bavaria, Germany - **LinkedIn® Page:** https://www.linkedin.com/company/navvis (370 employees on LinkedIn®) ### 24. [nD](https://www.g2.com/products/nd/reviews) nDimensional's product, nD, is a full stack application development Platform-as-a-Service (PaaS) that allows companies to rapidly design, develop, deploy and operate AI, big data and IoT applications. nD empowers data-rich industries to drive real-time actions that quantitatively improve business outcomes, proven at enterprise scale, to bring the power of predictive insights and optimization to all vertical markets and value chains. **Who Is the Company Behind nD?** - **Seller:** [nDimensional](https://www.g2.com/sellers/ndimensional) - **Year Founded:** 2013 - **HQ Location:** Boston, US - **Twitter:** @nD_tweet (13 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/10388590 (1 employees on LinkedIn®) ### 25. [NeoTwin](https://www.g2.com/products/neotwin/reviews) NeoTwin's PrometriQ is a cloud-based platform designed to manage real estate and infrastructure assets throughout their entire lifecycle. Tailored for owners such as investors, developers, and portfolio managers, PrometriQ integrates Asset Information Management and Project Information Management functionalities to provide a comprehensive solution for asset and project management. Key Features and Functionality: - Asset Information Management : Organizes and documents an owner's asset inventory, consolidating essential data for revenue and cost management during the operational phase. - Project Information Management : Supports the planning and execution of projects across the asset lifecycle, including construction, renovation, and decommissioning, ensuring value preservation and enhancement. - Integration with Existing Systems: Built on Microsoft Azure and compatible with Microsoft 365, PrometriQ seamlessly integrates with established ERP systems like SAP, facilitating smooth data exchange and process integration. - BIM Compatibility: Supports Building Information Modeling methodologies, allowing for efficient management of 3D building models and 2D plans through integration with platforms like Autodesk Construction Cloud. Primary Value and User Solutions: PrometriQ addresses the challenge of fragmented data in asset and project management by consolidating information into a unified platform. This integration enhances data quality, streamlines processes, and provides real-time key performance indicators, enabling owners to make informed decisions, optimize asset value, and meet sustainability goals. **Who Is the Company Behind NeoTwin?** - **Seller:** [NeoTwin](https://www.g2.com/sellers/neotwin) - **HQ Location:** N/A - **LinkedIn® Page:** https://www.linkedin.com/company/No-Linkedin-Presence-Added-Intentionally-By-DataOps (1 employees on LinkedIn®) ## What Is Digital Twin Software? [IoT Management Platforms](https://www.g2.com/categories/iot-management) --- ## How Do You Choose the Right Digital Twin Software? ### What You Should Know About Digital Twin Software ### What is Digital Twin Software? In the manufacturing sector, operations often rely on elaborate machine systems. This equipment can perform any number of complex tasks, but also requires constant maintenance, monitoring, and improvements to ensure consistent output. Traditionally, inspections have been done manually, with sizable room for error and oversight. Now, thanks to internet of things (IoT) technology, engineers and factory managers can streamline these processes and continuously optimize machines without the need for rigorous physical inspections. Digital twin software is an advanced form of simulation software, using sensor data from embedded machines to create accurate, real-time simulations of assets. These virtual models allow for intelligent structural assessments and analyses, with actionable insights into machine performance and maintenance needs. Using digital twin technology, manufacturing teams can design true-to-life virtual representations of their most vital assets and, in some cases, complete systems or factory floors. These products may also have use cases outside of manufacturing, such as in health care and utilities. With these interactive visual twin models, users can compare their initial designs with the actual performance of distributed assets. Some products help to create alerts when anomalies are detected by embedded sensors (e.g., unexpected downtime, overheating) or when components are approaching their scheduled maintenance. Users can conveniently pinpoint the problem areas in large, complicated machines on virtual models, and administer predictive maintenance on the actual assets without the guesswork. Throughout the asset lifecycle, teams can utilize digital twin technology for maximum process optimization, while minimizing costs, waste, and disturbances. The digital twin concept is rapidly transforming factory operations across the globe, and the products in the category empower business teams to realize the benefits in their own operations. Key Benefits of Digital Twin Software - Detect equipment issues remotely and proactively - Minimize downtime and costly process failures - Increase production yield and overall supply chain outcomes - Make informed decisions toward design and engineering of machines ### Why Use Digital Twin Software? Digital twin platforms help modernize global manufacturing operations, with unprecedented insights into industrial equipment processes and their many physical components. The digital models made possible with these solutions can help factory workers and supervisors visualize the inner workings of machines and machine parts, with real-time data about asset health, performance, and conditions. In some cases, digital twin technology allows users to simulate events in the manufacturing process (e.g., new connections between machines, updated machine processes and data flows), so they can determine the best course of action before implementing actual changes. Products may offer visual analytics related to these simulations, turning machines and their smallest components into powerful data sources and helping users understand their equipment in ways not previously possible. Predictive analytics—such as those made possible by [predictive analytics software](https://www.g2.com/categories/predictive-analytics)—are a key benefit of digital twin technology. Sudden machine failures can result in substantial losses, as well as delays in production and employee frustrations. The various analytics made possible through these solutions allow users to anticipate the litany of issues that might arise with machine systems and devices, while monitoring overall performance metrics to shape continuous improvements toward processes and designs. Data generated on these products might also assist with predictive waste reduction and predictive quality control of completed products, as well as general optimization of resources. Additionally, if any machine or process issues are identified, users can investigate their root causes by exploring virtual models and the data gathered across embedded sensors. This can help manufacturing teams make lasting improvements wherever possible, rather than simply patching up the symptoms and side effects of serious foundational problems. All in all, digital twin technology can give engineers and factory managers a newfound level of control over their distributed assets, helping to protect these critical investments and ensure consistent, optimal production without the unexpected surprises. ### Who Uses Digital Twin Software? Digital twin technology is primarily used in the manufacturing industry, or those businesses that utilize robust production equipment to convert raw materials into finished products or parts. With that being said, this technology is finding new use cases in a number of other industries with complex distributed assets, where virtual simulations may come in handy for prototyping or predictive asset data. As this technology becomes more prevalent, it may be integrated into the business models for additional industries while further cementing its place in manufacturing operations both big and small. The following are some specific roles or teams that may benefit most directly from digital twin technology in their daily job functions. **Mechatronics engineers —** The rise of smart technology has created a strong demand for industry specialists that can apply these modern principles to the design and deployment of industrial systems. Mechatronics engineering is a fast-growing specialization for developing the types of intelligent manufacturing systems that are compatible with digital twin technology. There are a variety of specific job titles that may be included in the field of mechatronics engineers or that may be tasked with similar responsibilities, such as senior design engineer, equipment engineer, and automation specialist. **Machinists —** Machinists are often assigned to set up, operate, and maintain computer and mechanically operated machines that produce parts used in manufacturing. As industry equipment and devices evolve, so do the expertise and job functions of machinists and machine operators. Digital twin technology is increasingly used by these specialists to help prototype machine designs and processes, as well as maintain these systems, across a wide spectrum of industries. Job titles that may fall under the umbrella of machinists include mechanical technician, industrial engineering technician, and plant operator. These roles are also commonplace in highly technical industries such as aerospace. Machinists in these advanced roles or standard manufacturing operations may leverage digital twin technology to gain high-level visibility into their machines and proactively maintain them using data from embedded sensors. **Production managers —** Production managers and supervisors oversee the daily operations of manufacturing plants, from managing workers to ensuring speedy repairs related to production problems. Digital twin technology can provide these individuals with timely operational data related to critical assets, so they can make informed decisions about equipment maintenance and process flows. The products in this category may become invaluable tools for production managers of operations utilizing smart technology or those planning to integrate this technology across physical assets. Some specific job titles that fall under the umbrella of production managers might include manufacturing process engineer and assembly supervisor. For many factory operations, supervisory teams hold a great deal of responsibility with regard to machine upkeep and optimization. Digital twin platforms can empower these individuals with the most timely and specific insights into smart machinery so they can ensure the operation runs smoothly and produces at the highest possible level. ### Digital Twin Software Features The products in this category offer diverse capabilities related to the design and analysis of virtual twins, and require the implementation of IoT sensors within those physical assets being replicated. A number of digital twin products offer additional capabilities related to smart technology deployments, and digital twin features may be included as part of a larger solution. The following are some common features in this emerging technology space. **Remote asset monitoring —** [IoT device management software](https://www.g2.com/categories/iot-device-management) enables real-time visibility into all connected assets, from their overall status to their performance and battery health. For complex industrial machinery, this data may not be sufficient for the full extent of monitoring and maintenance needs. Digital twins of these assets take remote monitoring a step further, with detailed visualizations of machinery and the many critical components inside of them. Machine operators and floor managers can leverage these products for deep visibility into equipment health, resource usage, and overall equipment effectiveness (OEE). These solutions may also provide logs of abnormalities and incidents related to individual parts or machine systems as a whole, with interactive models for easy reference of the parts in question. **Predictive maintenance and analytics —** Thanks to the real-time feedback from intelligent sensors, product behavior and usage data feeds into digital models of manufacturing equipment, along with the conditions affecting these assets. This allows for remote diagnostics and proactive maintenance decisions before sudden downtime or critical damage occurs. Depending on the product, users may be able to configure custom alerts and analytics for each machine and its corresponding virtual replica. Not only can this help with proactive repairs, but also continuous process and machine optimization to help improve results and reduce the chances of disturbances. **IoT prototyping —** Certain digital twin platforms can offer assistance with computer-aided design (CAD) for prototypes of machines and machine updates involving IoT capabilities. As smart technology comes to the forefront of manufacturing strategies, it can be a precarious process to test and deploy these capabilities without disrupting production or causing issues with equipment. Using digital twin technology, engineers may be able to simulate these developments and validate the functionality of concepts through fully operational virtual prototypes of individual machines and systems of machines. This can help manufacturing teams move forward with confidence in their physical deployments, with an accurate sense of what the outcomes may be. **Event simulations —** Along the lines of IoT prototyping, users of digital twin technology may desire to test-run different events that may occur with manufacturing equipment. A number of solutions include machine learning and/or artificial intelligence technology that informs simulations of these events, based on previous events and related analytics. How would a machine respond when a nearby machine shuts down, or when a component breaks or overheats? Simulations of these events using digital twins can help manufacturing teams prepare for such scenarios, and proactively adjust processes if certain simulations reveal less desirable outcomes. Conversely, if simulations lead to positive results, it may instill confidence in continuing certain processes or making planned changes to equipment and workflows. Virtual simulations can allow for a variety of unique tests and insights without the need for disrupting operations and risking unwanted outcomes. ### Software and Services Related to Digital Twin Software The following solutions may be useful for those manufacturing teams considering digital twin technology in their business, and may offer capabilities similar to those seen in these state-of-the-art solutions or complement these platforms in some way. [**Product and machine design software**](https://www.g2.com/categories/product-and-machine-design) **—** Product and machine design software is a subset of [CAD software](https://www.g2.com/categories/cad) built specificially for modeling of parts, components, and assemblies, such as those seen in manufacturing processes. These 3D models are similar to those created on digital twin platforms. Well before factory machines are integrated into an IoT environment, manufacturers and equipment suppliers may utilize product and machine design tools to create blueprints of these machines, their containing parts, and the products they will eventually help create. These solutions may integrate with digital twin platforms to allow for importing or exporting of asset models. [**Computer-aided manufacturing software**](https://www.g2.com/categories/computer-aided-manufacturing) **—** Computer-aided manufacturing software, or CAM software, helps manufacturing teams program their machines to work as intended on their shop floors. Factory machines may perform any number of repeating processes, such as cutting, milling, or roughing of materials. CAM tools allow users to program these production operations using existing CAD models of the machines in question, then deliver this workflow information to the machines as needed. In some cases, these tools offer machine process monitoring and/or optimization features that may complement the functionality of digital twin technology. [**Manufacturing execution systems**](https://www.g2.com/categories/manufacturing-execution-system) **—** Manufacturing execution system software, or MES software, assists manufacturers with monitoring the production process using real-time data from across shop floor equipment and other data sources. These tools may allow for the creation of production plans and schedules along with the allocation of resources, both human and material. Production managers and supervisors can use these platforms to gain visibility over production output and efficiency, so they can adjust strategies and processes as well as address any issues as they arise. The production data and insights that are generated within these platforms can complement the machine insights offered by digital twin platforms, allowing for the most comprehensive monitoring of manufacturing operations and the many resources involved. [**IoT analytics software**](https://www.g2.com/categories/iot-analytics) **—** Once factory equipment and other assets are enabled with smart technology, it can allow for an unprecedented level of data collection, with observations about work processes, environmental conditions, machine performance, and more. IoT analytics software helps to make sense of this constant flow of data, both structured and unstructured. A primary example of these capabilities is drawing actionable insights from time series data, which can help users predict future outcomes of embedded machinery and their surrounding environments and make informed decisions to optimize conditions and performance. The tools in this category may integrate directly with digital twin platforms to create a seamless flow of data and allow for the most accurate analysis of distributed assets and processes. Certain platforms may offer features of both IoT analytics software and digital twin software.