# DataMesh — Industrial Digital Twin + AI Platform

> DataMesh empowers enterprises with Digital Twin, Spatial Computing, and AI
> technologies for manufacturing, facility management, and smart building operations.
> Founded in 2015, headquartered in Bellevue, WA (Seattle metro).

## Products

- [FactVerse Platform](https://www.datamesh.com/products/factverse): Industrial digital twin platform with IoT data mapping, 3D simulation, enterprise knowledge graphs, and spatial computing. Supports BACnet, Modbus, OPC-UA, MQTT, and REST/CSV data import. Flexible SaaS or private deployment.
- [Director](https://www.datamesh.com/products/director): No-code platform for creating interactive 3D and mixed reality SOPs, training scenarios, and maintenance guides. Drag-and-drop interface using existing CAD/BIM models.
- [Inspector](https://www.datamesh.com/products/inspector): AI-driven digital twin inspection tool for facility management, predictive maintenance, and compliance auditing.
- [Checklist](https://www.datamesh.com/products/checklist): Smart XR-enhanced inspection checklists with real-time data validation, photo documentation, and compliance tracking.
- [Simulator Platform](https://www.datamesh.com/products/simulator): Discrete event simulation (DES) for manufacturing, logistics, and facility operations with NSGA-II multi-objective optimization and experimental design.
- [Robotics](https://www.datamesh.com/products/robotics): Robot digital twin platform for programming, simulation, and remote monitoring.

## Solutions

- [Training & Guidance](https://www.datamesh.com/solutions/training): XR-based step-by-step training for frontline workers, designed to standardize and shorten training cycles.
- [Predictive Maintenance](https://www.datamesh.com/solutions/maintenance): AI + digital twin for Weibull lifetime analysis, RCFA root cause analysis, and proactive fault detection to reduce avoidable downtime.
- [Remote Collaboration](https://www.datamesh.com/solutions/remote): Multi-user XR remote expert support with real-time spatial annotations and shared digital twin views.
- [Smart Building & Facility Management](https://www.datamesh.com/solutions/visualization): AI-assisted energy visibility, compliance evidence support, and intelligent facility operations.

## Industry Applications

- **Manufacturing**: Production line simulation, quality inspection, worker training with 3D SOPs
- **Semiconductor**: Cleanroom monitoring, utility equipment visibility, maintenance coordination
- **Smart Buildings**: HVAC AI optimization, energy management, automated compliance auditing
- **District Heating**: MPC predictive control, PLC simulation, load forecasting
- **Construction**: BIM-to-digital-twin workflows, safety training, progress monitoring
- **Logistics & Warehousing**: Layout optimization, material flow simulation, AGV path planning

## Technology

- **Digital Twin Engine**: Real-time IoT data binding with 3D models, supports millions of device connections
- **AI Advisor**: Multi-model RAG system with specialized tools for equipment diagnostics, energy analysis, and compliance checking
- **Spatial Computing**: AR/MR experiences on HoloLens, Apple Vision Pro, Quest, iOS, Android
- **Simulation**: Discrete event simulation with NSGA-II optimization, DOE experimental design, Pareto analysis
- **Data Integration**: BACnet, Modbus, OPC-UA, MQTT, REST API, CSV, IFC/BIM import, and BMS vendor templates

## Documentation

- [FactVerse Docs](https://www.datamesh.com/factverse-docs/): Customer, partner, developer, and AI-agent readable product documentation.
- [FactVerse Docs llms.txt](https://www.datamesh.com/factverse-docs/llms.txt): AI-readable documentation entry point for FactVerse platform, deployment, integration, and reference content.
- [FactVerse MCP Reference](https://www.datamesh.com/factverse-docs/reference/mcp/tools/): MCP tool reference for FactVerse AI Agent integration planning and runtime validation.

## Key Facts

- Founded: 2015
- Offices: Seattle (HQ), Singapore, Tokyo, Beijing, Taipei
- Partners: Apple, NVIDIA, Siemens, Microsoft, KDDI, Yokogawa, Singtel
- Recognized for WEF Lighthouse factory support (Faurecia, EVE Energy)
- 11 language support, ISO compliance management, SOC 2 security practices