Putting up bash script that pulls repo and deploys it is already CI/CD.
Setting up basic Jenkins installation for a technical person should not be taking longer than 2 hours. For person who already is familiar with Jenkins that would be 30mins.
Once you have paying customers I would say there should be max and minimum 2 devs that can fiddle with prod. Others should pass changes via senior people.