DataMesh
DataMesh is a Singapore-based vendor of FactVerse, a Physical AI platform that combines executable digital twins, AI decision agents, and XR tools to help industrial enterprises across manufacturing, logistics, construction, and energy connect live data, simulate operations, and execute field workflows.
- Company typePrivate
- Founded2015
- HeadquartersSingapore, Singapore
- Headcount11–50
- GTM typeB2B
- OfferingSoftware
What DataMesh does
DataMesh is a Singapore-headquartered (with US operations in Bellevue, WA) Physical AI and digital twin platform vendor founded in 2014. The company's core product, FactVerse, is a dual-engine platform combining a 3D Twin Execution Engine with an AI Decision Engine (FactVerse AI Agent), connected through Data Fusion Services that integrates IoT, SCADA, MES, ERP, BIM, CMMS, EAM, GIS, historians, and energy systems into a unified operational data layer. Around this core, DataMesh offers an application suite: Director for no-code 3D/XR content authoring, Inspector for field operations and work orders, Checklist for unified work order management, Simulator for operator training, Designer for digital twin scene authoring, DataMesh Robotics for industrial synthetic data and embodied AI, and pre-configured DLC content packs across data center, campus, warehousing, and discrete manufacturing.
The platform serves enterprise customers in manufacturing (Foxconn, NIO, Faurecia, SANY, EVE Energy, Chen Hsong), consumer goods (Swire Coca-Cola), industrial automation (Yokogawa), construction (Obayashi), transportation infrastructure (Nexco-East), and government/industrial development (JTC), with over 500 deployments globally and emphasis on APAC markets including Japan, China, Singapore, and Taiwan. Revenue is generated primarily through annual SaaS subscriptions to FactVerse, supplemented by professional services for implementation and customization, plus enterprise licensing for on-premise or dedicated deployments; pricing is quote-based and not publicly disclosed. Distribution combines direct enterprise field sales with channel partnerships, most notably NTT DOCOMO in Japan and Synnex in Taiwan, alongside a flagship technology partnership with NVIDIA that includes Omniverse integration and Partner Council membership. The company is private, venture-backed (cumulative disclosed funding of approximately $20M across rounds led by IDG Capital, Lenovo Capital, SIG Asia, KDDI Open Innovation Fund, and Singtel Innov8), with reported 2024 revenue of $8.3M and a 2025 projection of $15M.
DataMesh firmographics
Firmographics- Name
- DataMesh
- Legal name
- DataMesh Inc.
- Website
- https://datamesh.com
- Company type
- Private
- Founded year
- 2015
- Operating status
- Operating
- Headcount range
- 11–50 employees
- Short description
- DataMesh is a Singapore-based vendor of FactVerse, a Physical AI platform that combines executable digital twins, AI decision agents, and XR tools to help industrial enterprises across manufacturing, logistics, construction, and energy connect live data, simulate operations, and execute field workflows.
- Ownership category
- akta.pro rank
DataMesh industry classification
Industry- Product category
- Industrial Digital Twin / Physical AI Platform
- NAICS
- Computer Systems Design and Related Services (54151), Custom Computer Programming Services (541511)
- SIC
- Services-Prepackaged Software (7372), Services-Computer Integrated Systems Design (7373)
- akta.pro primary industry
- Simulation & Digital Twin Data for ML Training (HDAAALAI)
- akta.pro secondary industries
- End-to-End Enterprise AI Platforms (MLOps & Model Lifecycle Management) (HDAEANAA), Model Development & Training Platforms (AutoML, Notebooks, Feature Stores) (HDAEANAB), Digital Twins & Scenario-Based Systems Training (Equipment/Process Simulators) (EDAFAJAJ)
Keywords
Where DataMesh is headquartered
LocationHeadquarters
- HQ city
- Singapore
- HQ country
- Singapore
- HQ region
- Asia
Offices3 records
Markets served
DataMesh business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Technology or R&D, Personnel, Marketing or Sales, Infrastructure, Operations
Revenue model
- Platform SaaS Subscription: DataMesh generates revenue primarily through SaaS platform subscriptions. Customers can deploy FactVerse on a subscription basis, with options for both cloud-hosted and on-premise deployments. Annual subscriptions are the primary billing model for enterprise customers.
- Professional Services: Implementation, customization, and consulting services to help enterprises deploy and optimize digital twin solutions. These services support the core platform subscription and represent an important revenue stream for complex enterprise deployments.
- Platform Licensing: Enterprise licensing arrangements for on-premise or dedicated deployments, providing perpetual or longer-term access to the platform technology.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Subscription | Annual | Enterprise subscription with customizable feature tiers |
| One time/ perpetual license | Multi-year contract | On-premise or dedicated deployment licensing |
Go-to-market motion3 records
Distribution channels5 records
Marketing channels6 records
DataMesh product offering
Product offeringCore offering
DataMesh builds and sells the FactVerse Physical AI platform, a dual-engine system that combines a 3D twin execution engine with an AI decision engine to help industrial enterprises create executable digital twins. The platform connects live operational data, spatial context, and AI reasoning to enable simulation, validation, and field execution of decisions, supported by applications such as Director (XR content), Inspector (operations), Simulator (training), and DataMesh Robotics (robot training data).
Product overview
DataMesh offers FactVerse, a dual-engine Physical AI platform combining a 3D twin execution engine (FactVerse Twin Engine) with an AI decision engine (FactVerse AI Agent), supported by Data Fusion Services for data integration. The platform serves as the core foundation, while specialized applications extend functionality: Director for creating 3D XR workflows without code, Inspector for field operations and work orders, Checklist for unified work order management, Simulator Platform for operator training, Designer for digital twin scene authoring, and DataMesh Robotics for industrial synthetic data and robot training. Additional offerings include FactVerse DLC content packs, FactVerse SDK for developer integration, FactVerse Adaptor for NVIDIA Omniverse, and DataMesh Learn for training management. The platform connects operational data, spatial context, simulation, and AI decision-making to enable enterprises to simulate, validate, and execute operations with confidence.
Differentiator
Problem solved
Functional benefit
Brands
- FactVerse: Dual-engine platform combining 3D twin execution engine with AI decision engine for Physical AI and executable digital twins
- FactVerse AI Agent
- FactVerse Twin Engine
- Director
- Inspector
- Simulator
- DataMesh Robotics
- Data Fusion Services
Products and services
- FactVerse Platform Dual-engine Physical AI platform combining a 3D twin execution engine with an AI decision engine, enabling enterprises to connect data, validate actions, and execute operations from analysis to field work. Targeted at industrial enterprises building executable digital twins.
- FactVerse Twin Engine 3D twin execution engine that connects operational data, spatial context, and simulation logic for visualizing systems, validating Physical AI decisions, and running executable digital twin workflows.
- FactVerse AI Agent Physical AI decision intelligence that analyzes live and historical signals, connects them with asset context, and turns findings into validated actions and Inspector work orders.
- Data Fusion Services Data integration layer that unifies operational data from IoT sensors, enterprise systems, and operational logs into a single digital environment within FactVerse.
- DataMesh Director No-code platform for creating interactive 3D and mixed reality content with WYSIWYG 3D scene editor, event-driven interaction system, and support for poses, animations, and effects. Used by enterprises for XR training and guided procedures.
- DataMesh Inspector Operations execution layer for facilities and industrial sites connecting 3D asset context, alarms, work orders, SOPs, offline field execution, and verification records.
- DataMesh Checklist Unified work order management solution centralizing and streamlining work orders by connecting digital twins, real-time operational data, and diverse enterprise systems.
- DataMesh Simulator Platform Digital twin-powered operator training platform with 6DOF, 3DOF, and simplified versions for tower crane, forklift, excavator, and other heavy equipment operator training.
- FactVerse Designer Out-of-the-box digital twin scene design tool for drag-and-drop creation of operational digital twin environments with behavior-tree-driven logic and real-time data integration.
- DataMesh Robotics Industrial synthetic data product for Physical AI and embodied AI training, generating photorealistic visual data, physics and material properties, and automated ground-truth labeling for robotics.
- FactVerse Adaptor for NVIDIA Omniverse Connector bringing factory-scale FactVerse digital twins into NVIDIA Omniverse as synchronized USD scenes for high-fidelity rendering and physics-based simulation.
- FactVerse SDK Digital Twin and XR development kit enabling developers to integrate resource management, scenario playback, digital twin entity integration, and platform APIs.
- FactVerse DLC Content Packs Preconfigured digital twin content packs for FactVerse Designer including Data Center DLC, Campus DLC, Warehousing & Logistics DLC, and Discrete Manufacturing DLC.
- DataMesh Learn Integrated training platform for frontline workers offering efficient, flexible, and cost-effective training options integrated with Director and Simulator.
- FactVerse Express Global creator platform for XR content innovation compatible with Apple Vision Pro, Meta Quest 3, iPhone, and iPad.
Quantifiable outcome
- Platform supports up to 45 million entities in a single scene
- +3 more outcomes
Companies that use DataMesh
Customer profileNamed customers11 records
Segments6 records
Ideal customer profiles2 records
DataMesh technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- Yes
- API docs
- API detail
Core technology
AI maturity
App detail
Integration16 records
AI capability13 records
Feature5 records
DataMesh partnerships and signals
Strategic signalPartnerships
Eight partnerships are on record, tiered flagship, core and moderate.
- NVIDIAflagshipDataMesh is an NVIDIA Inception member and has integrated its FactVerse platform with NVIDIA Omniverse. The partnership enables DataMesh to leverage NVIDIA's GPU technology and Omniverse platform for high-performance digital twin rendering and simulation. DataMesh was selected as a Top 10 Finalist in the NVIDIA Inception Showcase 2024.
- YokogawacoreYokogawa, a leading industrial automation and control company, has established a strategic partnership with DataMesh to deliver digital twin solutions to industrial customers. The partnership combines Yokogawa's industrial domain expertise with DataMesh's digital twin platform for manufacturing and process industry applications.
- AOUSD (The Alliance for Open USD)coreDataMesh is a member of the Alliance for Open USD (AOUSD), contributing to the development and adoption of open USD (Universal Scene Description) standards for 3D content. This membership positions DataMesh as a contributor to industry-standard spatial computing interoperability.
- MicrosoftmoderateDataMesh has partnered with Microsoft on technology integration and was recognized as a Microsoft Partner of the Year finalist in 2020. The partnership involves cloud platform integration and go-to-market collaboration in the enterprise market.
- NTT DOCOMOcoreNTT DOCOMO serves as a channel partner for DataMesh in Japan, reselling the FactVerse platform to Japanese enterprise customers. The partnership includes the docomo 5G DX AWARDS collaboration where DataMesh won the Top Award in 2021. DOCOMO provides local market access and customer relationships in the Japanese enterprise market.
- SynnexmoderateSynnex serves as a distributor for DataMesh in Taiwan, providing local distribution, sales support, and customer engagement for the Taiwanese market. This partnership enables DataMesh to reach enterprise customers in Taiwan through Synnex's established distribution network.
- NCSmoderateNCS, a leading technology services firm in Singapore and the Asia-Pacific region, is a strategic partner for DataMesh. NCS provides implementation services and system integration support for DataMesh's digital twin solutions, particularly for government and enterprise customers in Singapore.
- NVIDIA OmniverseflagshipDataMesh has built deep integration with NVIDIA Omniverse, enabling its FactVerse platform to leverage Omniverse's high-performance rendering and simulation capabilities. This integration allows DataMesh customers to create photorealistic, physically accurate digital twins that can be used for complex industrial simulations.
Scale indicators8 records
Recent moves7 records
Expansion highlights6 records
DataMesh competitors and assessment
Company assessmentBroad incumbents
- PTC: PTC is a long-established PLM and industrial IoT software vendor with ThingWorx as its industrial digital twin and IoT platform. It directly competes with DataMesh in industrial digital twins for manufacturing, but operates a much broader portfolio across CAD, PLM, and ALM with deeper enterprise entrenchment.
- Siemens Digital Industries Software: Siemens offers the Xcelerator portfolio including MindSphere/Insights Hub for industrial IoT and digital twins. It competes head-on with DataMesh in factory digitalization and asset performance, but bundles these capabilities into a much broader automation, PLM, and OT software suite.
- Dassault Systèmes: Dassault's 3DEXPERIENCE platform provides industrial digital twin and virtual twin experiences for manufacturing and infrastructure. It overlaps with DataMesh's FactVerse for visualization and simulation twins, but is deeply embedded in PLM, design, and engineering workflows at large enterprises.
- Bentley Systems: Bentley's iTwin Platform is a direct comparable for infrastructure and industrial digital twins, including engineering-grade simulation. It targets similar AEC, transportation, and energy customers and competes with DataMesh in executable digital twin workflows.
- Honeywell Forge: Honeywell Forge is an enterprise performance management and digital twin platform for process industries and manufacturing. It overlaps with DataMesh in industrial operations and predictive maintenance use cases but is sold primarily by Honeywell's large industrial salesforce into process industry customers.
- Hexagon (HxGN SDx / HxGN EAM): Hexagon's HxGN SDx and asset management solutions provide digital twin capabilities for manufacturing, facilities, and infrastructure. Comparable to DataMesh's facility and asset operations use cases, but with stronger positioning in metrology, geospatial, and asset lifecycle management.
- Rockwell Automation: Rockwell's FactoryTalk and Pavilion digital twin offerings target industrial automation customers similar to DataMesh's manufacturing base. Both compete for the same OT buyer, though Rockwell pairs its twin capability with deep controls and PLC hardware installed base.
- Microsoft (Azure Digital Twins / HoloLens ecosystem): Microsoft provides Azure Digital Twins and HoloLens mixed reality infrastructure that DataMesh builds upon and partially competes with. Microsoft is both a partner (Cloud Gold, Co-Sell Ready) and a potential competitor as it expands its own industrial metaverse offerings.
Direct peers
- Unity Industrial (Unity Reflect / VisualLive): Unity's industrial digital twin products (Unity Reflect, VisualLive) enable real-time 3D visualization for AEC and manufacturing use cases. It is a direct peer for DataMesh's visualization twin and XR content creation capabilities, especially in BIM-driven facility workflows.
Others
- NVIDIA Omniverse: NVIDIA Omniverse is the platform DataMesh integrates with for rendering and simulation; it is a flagship technology partner but also a potential competitor as NVIDIA expands industrial twin capabilities and AI Agent offerings. Comparable as a foundational enabler of the executable digital twin thesis.
Market position
Weaknesses5 records
Competitive moat6 records
Key risks6 records
Key highlights7 records
Customer concentration
DataMesh social profiles
Digital presenceDataMesh compliance and trust
Trust signalCompliance4 records
DataMesh financial estimates
Financial estimateRevenue estimate
Valuation estimate
DataMesh leadership team
Management profileNumber of profiles
Profiles3 records
DataMesh subsidiaries and ownership
Company hierarchySubsidiaries1 record
DataMesh funding detail
Funding detailFunding overview
Funding rounds7 records
Investors8 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
DataMesh M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about DataMesh
What does DataMesh do?
DataMesh builds and sells the FactVerse Physical AI platform, a dual-engine system that combines a 3D twin execution engine with an AI decision engine to help industrial enterprises create executable digital twins. The platform connects live operational data, spatial context, and AI reasoning to enable simulation, validation, and field execution of decisions, supported by applications such as Director (XR content), Inspector (operations), Simulator (training), and DataMesh Robotics (robot training data).
Is DataMesh a public or private company?
DataMesh is a private company. It is classified as venture growth investor backed and is currently operating.
When was DataMesh founded?
DataMesh was founded in 2015. It employs 11 to 50 people.
Where is DataMesh based?
DataMesh is headquartered in Singapore, Singapore, in the Asia region.
How does DataMesh make money?
Three revenue lines are on record. Platform SaaS Subscription is the primary driver. The others are professional Services and platform Licensing.
Who are DataMesh's main competitors?
Broad incumbents on record are PTC, Siemens Digital Industries Software, Dassault Systèmes, Bentley Systems, Honeywell Forge, Hexagon (HxGN SDx / HxGN EAM), Rockwell Automation and Microsoft (Azure Digital Twins / HoloLens ecosystem). Unity Industrial (Unity Reflect / VisualLive) is listed as a direct peer. NVIDIA Omniverse is listed as an others.
Does DataMesh have an API?
Yes. FactVerse SDK enables developers to integrate advanced digital twin and XR capabilities into their applications, including resource management, Director scenario playback, and digital twin entity integration. The SDK supports Windows, iOS, Android, and web platforms with native and JavaScript bindings. Developer documentation is at docs.datamesh.com.
What industry is DataMesh in?
DataMesh's product category is Industrial Digital Twin / Physical AI Platform. Its primary akta.pro industry code is HDAAALAI, Simulation & Digital Twin Data for ML Training, with a secondary code of HDAEANAA, End-to-End Enterprise AI Platforms (MLOps & Model Lifecycle Management). Its NAICS code is 54151 and its SIC code is 7372.