If the savings are 6 million per year, then in later years it should pay off since the development is a one time cost.
In my experience you probably need a small team (6-8 people) to maintain something like this. Maybe you can consolidate some things (e.g. if your system has low on-call pressure, you may be able to merge rotations with other teams, etc.) but it doesn't go down to zero.