How many teeth does your rear sprocket currently have?
Yes either front or rear sprocket change, or even both, I'd be tempted to go bigger on the front first, purely because of the unusual chain-line the Bosch motor brings.
The sprocket is fairly easy to change, it is held on by a circlip.
Your...