Translation Memory: Overview A translation memory (TM) is a bilingual database or software system that stores translated content and automatically suggests these stored translations when used with computer-assisted translation software (aka CAT tools). The entries in the database consists segments of text, such as words, sentences, and paragraphs[1][2]. For example, consider the description below this famous painting by René Magritte: