For decades, industrial leaders treated volatility as an exception, an unusual spike in demand, a supply chain hiccup, or an unexpected outage. Today, however, volatility has become the operating environment itself. Markets shift faster than planning cycles, assets age faster than workforces can replace expertise, and data remains scattered across systems that were never designed to speak to one another. Leaders can no longer rely on reactive strategies or hope that yesterday
