Plain meaning
Start with the shortest useful explanation before going deeper.
The program that has exclusive write access to an account's data and can debit its lamport balance. Every account has an owner field (a program pubkey). The System Program owns all new/wallet accounts. When a program creates a derived account, it typically assigns itself as owner to manage that account's state.