You can remember the meaning of 合伙人 with this easy mnemonic:
Close (合) the book and listen to me. You are the best assistant (伙) and partner a man (人) could ever ask for!
Using mnemonics to remember the meaning of Chinese characters like can have an enormous impact on how long to learn Mandarin it takes.