They've publicly disclosed that they built custom Apple Silicon servers to power Private Cloud Compute.

"The root of trust for Private Cloud Compute is our compute node: custom-built server hardware that brings the power and security of Apple silicon to the data center, with the same hardware security technologies used in iPhone, including the Secure Enclave and Secure Boot."

<https://security.apple.com/blog/private-cloud-compute/>