Field notes — week of Feb 10, 2025

Most conversations this week circled digital twins, edge and local-first architecture and strategy and commercialisation. The recurring problem: rich physical assets exist, but the models describing them are static and drift out of date. The cost shows up as duplicated effort and decisions that arrive too late. The move is to make the model live, sovereign and decision-ready — exactly our brief.