There are middle men like Bitcoin miners, nodes that will confirm your transactions. Your money (cryptocurrency) only comes to your peer's receiving address if it is confirmed.

Middle mean in cryptocurrency can come from centralized or decentralized entity. It depends on each blockchain, mining pool, staking pool and some other factors. Generally it is better than bank transfers through central banks or commercial banks.