Flat design is a visual style that emphasizes simplicity and uses flat, solid colors without gradients, shadows, or textures. Color matching in flat design follows certain principles to create a harmonious and visually appealing composition. These principles include using a limited color palette, ensuring good contrast for readability, maintaining consistency across the design, and using color psychology to evoke emotions and convey meaning.