Field notes — week of May 19, 2025

The through-line this week was digital twins, autonomous AI and AI agents. The recurring problem: rich physical assets exist, but the models describing them are static and drift out of date. The knock-on effect is teams reacting late instead of steering early. The move is to make the model live, sovereign and decision-ready — exactly our brief.