Letting a system carry out multi-step tasks on its own is among the most watched applications of the technology. The appeal is removing manual handoffs. The obstacles in real deployments mostly come from the process itself.
Many company processes have never been described completely. The people running them judge exceptions from experience, and the rules live in their heads rather than in any document. When a system takes over, those unwritten judgements become the source of failure.
Make the exceptions explicit
The first step toward automation is usually not adopting a tool but mapping the branches and exceptions in the process. Which cases can pass automatically, which must go to a person, and where exactly the line sits, all agreed in advance and written down.
The mapping pays for itself regardless. Even if no automation follows, a clearly described process lowers training cost and error rates.
Observability determines how much you can delegate
The more steps a system executes independently, the harder it becomes to locate the cause when something goes wrong. Recording the input, the reasoning and the output at each step is therefore a precondition for widening the scope.
Without those records, teams generally have to narrow the mandate and leave the system suggesting rather than acting. Observability is not an optional extra. It is the basis on which trust gets built.
