Fuzzy Inference Systems (FIS) are frameworks that utilize fuzzy logic to map inputs to outputs, enabling decision-making in environments of uncertainty and imprecision. They are widely used in control systems, pattern recognition, and decision-making processes where traditional binary logic is insufficient.