Data object content verification systems and processes provide perfect reliability and low storage overhead. Object data is generated in a reproducible manner based upon object locally stored object metadata. The object data is stored to an object storage system. The stored object data is subsequently verified by retrieving the object metadata, reproducing the original object data, and comparing the stored and original object data. The data object content verification systems and processes support both mutable and immutable data object content verification.