Abstract
We develop a possibility based model with the aim of helping firms to deal with difficult-to-predict catastrophic failures. Our study is motivated by the recent economic turmoil and recent large financial firm failures. Our results suggest that specialization is an alternative to portfolio diversification in predicting catastrophic events.