ACID stands for Atomicity, Consistency, Isolation, and Durability. Atomicity ensures that a transaction is all-or-nothing, consistency guarantees that a transaction takes the database from one valid state to another, isolation allows transactions to operate independently without interference, and durability ensures that once a transaction is committed, it remains so even in the event of a failure.