Solutions
Industry-proven Physical AI solutions powered by digital twin, simulation, and AI technology.
Smart Facility Management
Turn fragmented building systems into coordinated facility operations
Connect building systems, operational data, digital twins, and field work in one facility operations environment for faster response and accountable execution.
Predictive Maintenance
Predictive Maintenance for Industrial Operations
Move from alarm-heavy maintenance to AI-guided predictive maintenance with industrial sensing, digital twins, and closed-loop execution.
Energy Optimization & Green Transformation
Connect energy insight with operational action
Connect BMS, meters, equipment condition, operating schedules, weather, spaces, and maintenance actions for energy analysis, EnergyPlus scenario comparison, Green Mark readiness, and traceable improvement work.
Process Simulation and Virtual Planning
Make physical process decisions in a virtual environment
Use FactVerse Designer to compare layouts, model operating flows, run virtual trials, and connect selected scenarios to physics and robotics simulation before changes reach the floor.
Data Center Operations
Digital twin operations for data centers
Connect facility assets, energy meters, inspections, maintenance records, and live infrastructure data into a data center digital twin for operational visibility.
Training & Upskilling
Prepare people for the work they will actually perform
Prepare people for real equipment and procedures with guided 3D content, digital twin practice, and a clear path from learning to supervised field work.
Operational Digital Twin Visualization
Give every team a shared spatial view of operations
Turn BIM, CAD, GIS, point clouds, and model assets into reusable, data-connected 3D context for operations, field work, simulation, stakeholder communication, and Physical AI workflows.
Workflow Digitization & Connected Maintenance
Turn operational demand into coordinated, traceable field work
Coordinate work requests, work orders, technicians, crews, preventive maintenance, inventory, field evidence, and external CMMS records in one asset-aware operating workflow.
Construction Guidance and Field Verification
Turn design intent into field-ready guidance
Bring BIM, spatial context, guided procedures, and field evidence to the point of work so construction teams can coordinate installation, identify deviations earlier, and preserve a traceable handover record.
Real-Time Monitoring & Operational Response
See what changed, understand what it affects, coordinate the response
Bring live data, alarms, trends, asset relationships, service history, and active work into one operating picture so teams can understand change and coordinate the right response.
Traffic Flow Operations with FactVerse AI Agent
Anticipate flow pressure and coordinate an accountable response
Coordinate passenger, vehicle, and cargo flow across checkpoints, ports, terminals, and transport hubs with the TrafficOps industry module, operational digital twins, and AI-assisted decisions.
Semiconductor Facility Operations with FactVerse AI Agent
Keep critical facility systems visible, maintainable, and ready for production
Connect cleanroom conditions, facility utilities, asset context, energy calculations, alarms, maintenance history, and Inspector work orders in one semiconductor facility operating loop.
AR-Guided Inspection & Troubleshooting
See the Data Where the Equipment Is
Bring digital twin context, live data, checklists, guided procedures, and expert knowledge to the physical point of work through mobile and AR/MR inspection workflows.
Smart District Heating
Connected, AI-assisted operations from heat source to customer
DataMesh Smart District Heating combines the HeatOps module in FactVerse AI Agent with Data Fusion Services, FactVerse digital twins, Inspector, and existing control systems to connect forecasting, network diagnosis, dispatch support, work orders, and field execution.