Field notes — week of Dec 29, 2025

This week's work clustered around strategy and commercialisation, digital twins and AI agents. The recurring problem: the vision is clear while the route to durable revenue needs sharpening. Left unaddressed, that gap compounds into cost, risk and missed timing. The move is to make the model live, sovereign and decision-ready — exactly our brief.