Basically means multiple people can go back to previous iterations of a product. This is important because if you release new code that destroys your product you can go back to the version that worked.
Often used in the descriptions of sites like Github, Bitbucket, etc.
Rob and Mike didn't use any version control software, so as soon as their intern pushed buggy code to their system they had to go offline for a week.