Resilience is often discussed after disruption. In practice, it is designed much earlier: in the quality of supplier relationships, in the clarity of decision rights, and in the willingness to understand operations beyond a dashboard.

Build for visibility and judgment

Data matters, but resilience also depends on experienced people who can interpret weak signals and act before a problem becomes a crisis.