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Case study · Engineering

Digital twin and discrete-event simulation for packing line optimisation

Deploying a 3D digital twin alongside a SimPy simulation engine on a commercial cucumber packing line — throughput gains, staffing decisions, and bottleneck identification.

All research

A six-month study of three emergency departments piloting LLM-assisted triage. We document where copilots reduced documentation load, where they introduced new failure modes, and the review protocols clinicians asked for.