A system with a job to do.
Bots that operate your existing interfaces exactly as a person would, for the high-volume tasks that are not worth a full integration project.
A focused technical and operational audit
A working prototype against real inputs
Human approval points and reliable fallbacks
Documentation your team can own
A measured rollout, not a big-bang launch