ZKM is a zero-knowledge proof-based network that aims to unify blockchains, creating a settlement layer on Ethereum. It seeks to provide faster and more convenient fund withdrawals, establish a standardized security framework across diverse L2 and Alt L1 platforms, and enhance the security and integrity of IoT devices and cloud computing systems.