I do network automation for a profession. I build tools (technically compilers) that take a proprietary object model designed for our private cloud and translate that into Ansible (v1) or Terraform (v2) code. At our company, I actually call using these tools in isolation doing it "manually". This is because the largest benefit of automation, I believe, is the abstraction gained from the new object model and being to to generate and store the inputs for Ansible/Terraform in a database. If you have to track and specify all the inputs into Ansible/Terraform and write the playbooks/HCL manually it is my experience you don't actually save all that much work. However, when you have an object model specifically designed for your use case, you can deliver a new client network in literally minutes (essentially nothing more than the cloud model, exactly what AWS/Azure, etc does for their networking). The downside is most enterprises don't have people like me to write the code to do this, and writing it for a single deployment would likely not see the gains that we see as a managed service provider.