The primary purpose of a BIOS (Basic Input/Output System) in a computer is to initialize and test hardware components during the boot process before handing control to the operating system. The BIOS ensures that the necessary hardware is operational and loads system settings. It provides the essential instructions to the computer to start and run correctly, functioning as a critical bridge between the hardware and software layers.