early warning signals

How structural weakness accumulates silently—and why collapse is almost always a late-stage event. Corporate failure rarely begins at the moment it becomes visible. By the time a company misses debt payments, reports large losses, or enters restructuring, the failure has already occurred at a structural level. The collapse is not the cause. It is the […]