High Risk: A second cyclone hitting Madagascar raises concerns about the potential for cascading natural disasters and humanitarian crises.
Track the unknowable — this page monitors black swan scenarios.
From sudden tech failures to geopolitical shockwaves, some threats defy forecasting. Panthrisk attempts to model the unpredictable by analyzing disruption signals across systems. It won’t catch every black swan — but it makes the water clearer.
Resilience begins with recognition, even when certainty is out of reach.