The EFI System Partition (ESP) is a critical component of the UEFI firmware that stores boot loaders and other files necessary for the boot process of operating systems on a computer. It is formatted with a file system that is compatible across different operating systems, such as FAT32, and is essential for systems that use UEFI to boot, replacing the older BIOS system.