Cryptocurrency exchange needs more info than any bank or brokerage firm?
The requirements vary by exchange and are mostly as dictated by the regulating government. Bitcoin itself is decentralised, however, exchanges and businesses operate within government jurisdiction and must comply with any regulatory requirements. The requirements are usually country specific but mostly revolve around anti-money laundering requirements and whatever their standard requirements for investors are.