Field notes — week of Apr 28, 2025

The through-line this week was AI agents, digital twins and strategy and commercialisation. The recurring problem: teams want agents that act, but grounding and reliability remain the hard part. The implication is slow, expensive decisions made on stale information. What closes it is an explainable, always-current view of reality — the work we do.