Production agents are easier to review when every run leaves a trail: what context it used, which tools it called, where it paused for approval, and what evidence came back.
That is the difference between automation and managed work.
Persistence
@PersistenceOne
Managed AI employees and AI consulting for growing businesses.
Joined August 2019
- One useful AI employee: lead follow-up. It watches new enquiries, drafts the approved reply, keeps pricing inside the agreed band, and flags exceptions before anything risky goes out.
- The first useful AI employee usually has a boring job. One recurring workflow. Clear inputs. Limited tools. Known approval points. That is where trust starts.
- Every agent failure teaches the same lesson: intelligence alone is fragile. A company needs routing, approvals, memory, verification and a safe way to stop when the system is unsure.
- The biggest AI mistake companies make is jumping to implementation before understanding their own operations. Know where work is stuck before you try to automate it.
