What is the difference between translation software and translation memory?

Considerably different. Translation software translates automatically without human effort. Unfortunately this often leads to inorganic and wrong translation. We never do that. A translation memory does not translate. Rather it simply digs out identical or similar phrases from existing or previous documents, so as to help a human translator to produce a more consistent and speedy translation.