The present disclosure includes a battery module having a first electrochemical cell with a first terminal and a second electrochemical cell having a second terminal. The battery module also includes a bus bar connection electrically connecting the first and second electrochemical cells. The bus bar connection includes a first adapter covering at least a portion of the first terminal of the first electrochemical cell, where the first adapter includes a first recess positioned proximate to the first terminal, and a second adapter covering at least a portion of the second terminal of the second electrochemical cell, where the second adapter includes a second recess positioned proximate to and at least partially aligned with the first recess. Further, the bus bar connection includes a bus bar that spans between the first recess of the first adapter and the second recess of the second adapter to create an electrical path.