Computer scientists use the term atomic to describe a change in state that either succeeds or fails. If the atomic operation fails, then the effect must be exactly the same as if the operation had never been started. Therefore, an Atomic Swap is a transfer of funds that either succeeds or it fails, and no one loses money. At no point, is either side able to walk away with the other party’s funds.