FPGA design involves creating digital circuits on a Field-Programmable Gate Array, which is a reconfigurable semiconductor device that can be programmed to perform specific logic functions. It provides flexibility and speed, enabling rapid prototyping and iterative testing for complex systems, often used in applications where custom hardware is beneficial but full ASIC design is not feasible due to time or cost constraints.