Managed services
A managed service should define responsibilities for source ownership, access reviews, connector health, knowledge quality, AI evaluation, workflow approvals, cost review, incident communication and change management.
Review service outcomes regularly with the customer. Use evidence from citations, evaluation, run history and usage to agree the next improvement rather than expanding automation without a validated operating model.