Digital twins are driving digital transformation worldwide. According to Gartner, the global Simulation Digital Twin (SDT) market is projected to reach $379 billion by 2030. Reports suggest digital twins will fuel disruptive innovation across industries, particularly in manufacturing, facility management, construction, energy, and sustainability.
However, enterprises still face significant challenges in digital twin adoption:
- High technical barriers – Traditional digital twin solutions require specialized technical teams, extensive development, and costly customization.
- Lengthy implementation cycles – Many projects take 6–18 months to deploy, delaying value realization.
- Unclear ROI – High upfront investments and difficulties in measuring business impact hinder decision-making.
FactVerse is breaking these barriers with a modular, low-code, and data-driven approach, enabling enterprises to build and deploy digital twins as easily as assembling LEGO blocks. This shifts digital twins from lab prototypes to real-world production, from static visualization to intelligent decision-making, and from expert-driven systems to frontline productivity tools.
Why FactVerse Implementation?
Modular Architecture: Build Digital Twins Like LEGO
Traditional digital twin systems are complex, costly, and hard to modify after deployment. FactVerse simplifies this with a standardized, modular approach, enabling businesses to configure and deploy tailored solutions efficiently.
Key Features:
- Instant Modeling – Converts BIM/CAD files into lightweight 3D digital twins in minutes.
- Data Fusion Services – Seamlessly integrates ERP, MES, SCADA, IoT, and BMS for real-time data mapping.
- Industry Templates & DLCs – Prebuilt templates, sample scenes, and DLCs for industries like manufacturing, logistics, and data centers accelerate deployment without heavy customization.
Case Study: A leading automotive manufacturer built a digital twin of its production line, integrating real-time data from AGVs, sensors, and production management systems. The result? 10% reduction in AGV downtime and improved production efficiency.
Low-Code Platform: Empowering Non-Technical Users
FactVerse democratizes digital twin development with a visual, drag-and-drop interface and prebuilt industry DLCs, making it accessible to non-technical users.
Common Use Cases:
- 3D Training & Guidance, such as Equipment maintenance, fire drills
- XR Instructions & Guidance, such as Equipment operation training
- AR + AI Inspections, such as Building and facility inspections
- Real-Time Data Visualization, such as Equipment and facility monitoring
- Process Simulation & Optimization, such as Warehouse logistics simulations
Case Study: NEXCO East Japan developed an ETC system training program using FactVerse’s digital twin and mixed reality technology, making invisible processes visible and improving knowledge retention and training consistency.
AI-Powered Real-Time Insights: Smarter Decision-Making
FactVerse acts as a “system of systems,” integrating AI, IoT, and data analytics for enhanced operational intelligence.
Key Capabilities:
- Predictive Maintenance – Uses real-time and historical data to prevent failures before they occur.
- Simulation & Automation – Simulates production changes in real time, improving agility.
- AI Knowledge Graphs – AI-powered root cause analysis accelerates troubleshooting and operational insights.
Case Study: An aircraft MRO company integrated sensor data, maintenance records, and digital twin models into FactVerse. AI-powered knowledge graphs optimized workflows, reduced turnaround times, and improved reliability through proactive monitoring.
Additionally, FactVerse supports synthetic data for AI training, reducing reliance on real-world data and accelerating AI model development for intelligent manufacturing and facility management.
Value Loop: Ensuring Measurable ROI with the TEMS Principle
FactVerse follows the TEMS Principle (Training, Troubleshooting, Experience, Monitoring & Control, and Simulation) to ensure adoption and measurable business impact across industries.
FactVerse Core Frontline Tools:
- Director – Zero-code content creation for 3D and XR training.
- Inspector – AI-powered AR inspections and real-time troubleshooting.
- Checklist – Standardized work instructions linked to live equipment data.
- Data Fusion Services (DFS) – Standardizes and integrates IoT, enterprise, and AI data for simulations and analytics.
- Simulator – High-quality virtual environments for operator training, reducing hardware costs and avoiding weather-related limitations.
Why Enterprises Choose FactVerse for Digital Twins
- Lower Implementation Costs – Modular design and low-code tools reduce initial investment and Total Cost of Ownership (TCO).
- Faster Deployment – Prebuilt templates and rapid deployment tools cut implementation time from months to weeks.
- Scalability & Interoperability – Seamlessly integrates with IT/business systems, supports AI/ML-powered processes, and works with leading XR devices.
- Enterprise-Grade Security & Compliance – Adheres to GDPR and industry regulations.
- Sustainability & Energy Optimization – Supports real-time monitoring and industry standards like Brick Schema.
FactVerse vs. Traditional Digital Twin Solutions
| Traditional Challenges | FactVerse Advantages |
| 6–18 months deployment time | 30–70% faster deployment, reducing time to weeks |
| High customization costs | Standard apps and modular deployment lower TCO |
| Limited to expert users | Low-code tools empower frontline employees |
| Static models, limited real-time value | AI-driven real-time decision-making |
| Exclusive to technical teams | Scales across departments for broader impact |
FactVerse Implementation Overview
FactVerse implementation follows a structured approach to ensure business alignment and measurable ROI.
- Planning and Consulting
- Identify High ROI Scenarios
- Identify Content Scope and Workload
- Identify Gaps in Data, Process and Workflow
- (Optional) FactVerse Industry Specific Content Update
- Behavior Tree Nodes
- Reporting
- Simulation Tools
- Layout Tools
- Data Algorithm
- Data Ingestion Templates
- Digital Twin Layout and Template Design using FactVerse Designer
- Define Digital Twin Entities
- Layout Creation
- Simulation Planning
- Digital Twin Behavior Tree Design
- 3D Modeling
- CAD Import/Conversion
- BIM Import/Conversion
- 3D GS Reconstruction
- 3D Art/Animation Services
- Data Processing with FactVerse Data Fusion Services (DFS)
- Ingestion
- Mapping
- Cleansing
- Computation
- Mart
- Visualization and Alert
- FactVerse Digital Twin Platform + App Implementation
- Nvidia Omniverse (Web)
- Custom App (Native)
- Custom App + External Simulation Solutions
Get Started Today
Interested in DataMesh FactVerse? Contact our experts to rapidly deploy your digital twin platform and accelerate your digital transformation journey.
DataMesh is more than just a technology provider—we are co-creators of the Industrial Metaverse. From China, Japan, Singapore, and the U.S. to Southeast Asia, over 500 enterprises trust FactVerse to drive smart manufacturing, intelligent campuses, and AI-driven operations—shaping the future of digital transformation.