NECSI analysis reveals that it is the internal structure of the market, not external news, which can cause a market to crash. Our model which describes panic in the market successfully predicted observed market crashes. The methods we used to study financial markets can also be used to help predict high impact events within a company's financial and operational systems, enabling them to get ahead of them.