Decision trees can be helpful in analyzing the key drivers of profitability and in designing risk-mitigation strategies. When analyzing competitive situations, each player's viewpoint can be represented by a separate decision tree, creating a "decision forest." In some situations, it is also useful to summarize two players' decision trees in a single payoff matrix. This note introduces those concepts step by step.