A hospital network failure is not an inconvenience. It is a clinical event. Patient monitoring systems, infusion pumps, imaging transfer, electronic prescribing, access control, nurse call - the list of IP-connected systems on which patient safety now directly depends has grown to the point where the network is, functionally, clinical infrastructure. Yet the design assumptions underlying most hospital networks were set when the demands on them were a fraction of what they are today.

Most post-mortems on underperforming AI deployments focus on model selection, data quality, or tooling choices. Infrastructure is rarely the headline. It should be.

Everyone's talking about AI agents and model capabilities. But as these workloads move from demos into production, the real bottleneck is becoming clear - it's the physical infrastructure underneath.

As data centres transform into AI-driven compute powerhouses, one shift has sparked curiosity across engineering teams: why are networks moving from the “high-capacity” 12-fibre standard back to an 8-fibre design? At first it sounds like a step backwards — fewer fibres, lower numbers — but in reality it marks a major leap in efficiency and fibre utilization.

We are witnessing a fundamental shift in data centre architecture. As the industry races toward 800G and the upcoming 1.6T era, the physical infrastructure defining our networks is under immense pressure.