Fat-soluble flavor compounds are organic molecules that can dissolve in fats and oils, contributing to the taste and aroma of various foods. These compounds play a crucial role in enhancing the sensory experience of food products, as they are released during cooking and can interact with other ingredients, providing depth and complexity to flavors.