Mining & resources
Haul-road grade and turns, loader-truck balance, crusher feed, ROM buffer, stockpiles, equipment uptime and wet-season access.
Mine plansFleet cyclesPhysics
Industries
Industrial twins built around the decision—not a generic 3D shell.
Each lane has its own assets, event logic, KPIs, constraints, calibration inputs and evidence output. The visual fidelity never substitutes for model confidence.
Manufacturing & process
Fabrication cells, assembly flow, first-pass yield, changeovers, quality capacity, material travel and automation options.
Line balanceDowntimeTakt
Warehousing & fulfilment
Receiving, replenishment, slotting, pick routes, packing, sortation, docks, carrier cut-offs and seasonal peaks.
WMS dataLabourLayout
Food, pharma & cold chain
Dock-to-cold time, QA, temperature exposure, cold-room turns, marshalling, reefer availability and value at risk.
TemperatureTraceabilityDispatch
Ports, terminals & yards
Gate queues, OCR and weighbridge service, arrival staging, yard occupancy, rehandles, dwell and dispatch waves.
Yard mapMovesDwell
Water, wastewater & energy
Hydraulic continuity, equalisation, treatment quality, storage, process headroom, energy demand, outages and maintenance.
SCADAQualityContinuity
Construction & infrastructure
Site access, staging, crane and plant movement, programme sequencing, logistics interfaces and asset handover.
BIMProgrammeAccess
Agri-processing & packhouses
Harvest peaks, grading, packing, cooling, storage, dispatch, yield loss and labour availability.
SeasonalityYieldCold room
Workshops, clinics & service flow
Useful for repeated, resource-constrained flow decisions, with stricter privacy and evidence boundaries where people data is involved.
QueuesResourcesPrivacy
Fit test
When is a digital twin worth it?
A twin is strongest when the real change is expensive, the flow repeats, performance is measurable and the model can influence a decision. It is weaker when the problem is a one-off judgement with no reliable operating data.
Material operating cost
Delay, downtime, lost throughput, spoilage, labour, demurrage or capex is large enough to measure.
Spatial or resource constraint
Routes, gates, buffers, assets, crews, storage or process stages interact and create queues.
Repeatable decision
The operation will face the decision again, or the model will be updated as evidence improves.
Bring your own layout and scenario.
We can begin from a floor plan, mine plan, BIM model, GIS layer, aerial, photo set or a rough operating sketch.