Flat Rock is a census-designated place (CDP) in Surry County, North Carolina, United States. The name "Flat Rock" stems from the community's granite quarry. The granite quarry is the largest open-face granite quarry in the world, and has been mined continuously since 1889 by the North Carolina Granite Corporation.