The management layer
The aim is an agent-run pipeline, not an ownerless process. Management gets a higher-level job: set the direction, review performance, and decide what comes next.
A useful division of responsibility
Not every action needs approval. Clear policies let routine work run, while meaningful decisions reach the right person.
Collect information, update records, coordinate handoffs, and perform explicitly authorised actions.
Missing information, conflicting instructions, unexpected costs, and actions outside granted authority.
Priorities, new initiatives, policy changes, material commitments, and the accountability for outcomes.
Earn autonomy through evidence
Before broader operation, test the complete journey: normal cases, bad inputs, unavailable tools, repeated triggers, and failed actions.
Define acceptance criteria and recovery procedures. Monitor quality, exception rates, running cost, and human review effort as the process grows.
Security and data-protection requirements are assessed for the actual tools, information, and business context. Automation is not a blanket compliance guarantee.
Identify which personal data each stage uses, the controller and processors involved, the applicable agreements, and how retention and access are controlled. Include the actual hosting and model services in that review.
One pipeline is the beginning
Your process. An agent team to run it. More room to lead.