Our software has integral CI/CD capabilities. All built in-house. Once our services are installed on a machine, they can be upgraded from a centralized system.

First time setup is manual, but it could be automated if we got bored of the task. The binary distribution requires zero dependencies on the machine and brings its own database with it so bootstrapping is very easy.