Lab4Geo
Domain — Digital Twin

Digital twins for assets and infrastructure.

We build spatial digital twins — a single, living representation of physical assets, sites, and networks, connected to the systems that operate them.

Discuss a Project See Example Use Cases
Digital twin of assets and infrastructure

Why digital twins stall after the pilot.

A 3D model is not a twin. A twin has to answer operational questions, and stay alive as the assets change.

🔗

Data integration across systems

Assets live in CAD, GIS, ERP, CMMS, SCADA, and spreadsheets. Connecting them is the real engineering work.

🔄

Keeping the twin alive

Without ongoing integration, the twin goes stale the moment it's delivered. It becomes a museum, not a tool.

🎯

From visualisation to decision

The twin has to answer operational questions — not just render assets in 3D. That means workflows and analytics, not just viewers.

📈

Scale from site to portfolio

What works for one building rarely works for a national portfolio. Data model and architecture must scale from the start.

Example use cases.

Where digital twins deliver real operational value.

Portfolio Asset Management Energy

Digital twin of a distributed asset portfolio

The scenario: An energy company operates hundreds of sites — substations, turbines, pipelines — and manages them across spreadsheets, CAD, and legacy GIS. Reporting is slow and decisions are made on stale data.

How we help: We build a unified spatial digital twin — a single source of truth for asset location, condition, and history — with integrations into ERP and maintenance systems.

  • Asset registry with spatial indexing
  • Integration with ERP / CMMS / SCADA
  • Web and mobile access for field teams
  • Dashboards for portfolio-level decisions
Buildings Facilities Operations

Building digital twin for facility operations

The scenario: A facilities operator needs a living model of a complex building — spaces, systems, assets, and occupancy — but CAD plans and BMS data have never been connected.

How we help: We build the building twin — BIM-based model, integration with BMS and IoT sensors, and operational workflows for maintenance and space management.

  • BIM-based twin model
  • BMS, IoT, and sensor integration
  • Maintenance and space management workflows
  • Web-based operational viewer
Utility Networks Infrastructure

Utility network digital twin

The scenario: A utility operator needs a spatial twin of its network — substations, lines, and connected assets — integrated with SCADA and maintenance systems for operational decision-making.

How we help: We build the network twin — asset registry, topology, SCADA integration, and operational workflows — supporting both day-to-day operations and long-term planning.

  • Network asset registry and topology
  • SCADA and telemetry integration
  • Outage simulation and impact analysis
  • Capital planning support
Construction Handover Operations

Construction-to-operations twin

The scenario: A construction project needs to capture as-built reality and hand it into operations as a usable digital twin — but current handover is a pile of PDFs and CAD files.

How we help: We build the handover pipeline — as-built capture, model generation, structured handover data, and a living twin that operations teams actually use.

  • As-built capture and model generation
  • Structured handover data
  • Operating workflows built into the twin
  • Integration with facility management systems

Let's discuss your digital twin.

Tell us about the assets, the systems, and the questions the twin needs to answer. We'll come back with a scoped approach.

Start the Conversation

or email me directly at darion.grant@gmail.com