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

Resolve more engineering questions before they reach the floor

Compare layout, flow, airflow, thermal conditions, equipment interaction, and robotics scenarios in a reusable digital-twin context before committing changes to the physical environment.

Data Center Operations

Operate with shared context. Plan change with thermal evidence

Unify facility assets, energy, environmental telemetry, inspections, and maintenance in an operational digital twin, then evaluate thermal and cooling-resilience scenarios before change.

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 and Cleanroom Analysis

Run critical facilities with context and evaluate cleanroom changes before implementation

Connect cleanroom conditions, facility utilities, maintenance execution, and project-enabled airflow and species-dispersion studies in one governed semiconductor facility workflow.

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

Turn heating-network evidence into timely, reviewable operating decisions

Connect measured network operations, calibrated hydraulic and thermal models, operator review, and field execution for imbalance, weather, preheating, and resilience decisions.