Mechanical engineering is an unusual starting point for healthcare infrastructure. It shouldn't be.

A mechanical engineering degree from Nanyang Technological University in Singapore doesn't look like the obvious path to building clinical platforms. But the discipline shaped the lens.

Mechanical design thinking is fundamentally about systems under stress. You don't design a bridge for the average load — you design it for the worst case. You don't optimise one component in isolation — you understand how forces propagate through the whole structure.

Clinical workflows fail the same way mechanical systems do. Not at the point of obvious weakness, but at the joints — where one system hands off to another. The prescribing system to the pharmacy. The patient record to the care team. The consult to the follow-up.

Most health tech is designed like a single component: optimised for its own function, ignorant of the system it sits inside. The result is fragmentation dressed as innovation.

The engineering instinct is to see the whole structure before touching any part of it. To ask: where does this fail? Not in the demo — in the field, under load, at scale.

Thirteen years of building healthcare systems later, the material has changed. The discipline hasn't. Stress analysis, failure modes, tolerance design — these aren't metaphors. They're the actual operating logic of a clinical platform that has to hold together across prescribing, dispensing, patient records, and multiple care pathways simultaneously.