Field notes — week of Jul 13, 2026

Most conversations this week circled digital twins, strategy and commercialisation and AI agents. The recurring problem: rich physical assets exist, but the models describing them are static and drift out of date. Left unaddressed, that gap compounds into cost, risk and missed timing. The need is a single source of truth that stays current — precisely the system we assemble.