AI & HUMAN CONTROL
Give AI a useful job. Give people a clear decision.
The useful question is not simply whether a task can be automated. It is which parts should happen by a rule, which need review and what happens when the information is incomplete.
Separate preparation from permission.
An assistant can help organise a conversation and prepare a draft while a person keeps control of the action. Treat those as separate steps. A polished draft is not permission to send, book an appointment or change a customer record.
Make the boundaries specific.
List the facts the system can use and the promises it cannot make. Prices, availability, refunds and contractual terms deserve explicit rules. When an input is missing or contradictory, assign a person to resolve it instead of asking the model to fill the gap.
Choose the smallest useful beginning.
Start with one repeatable handoff. Document the incoming information, the intended result and the owner. Check the actual tools and access available. A narrow workflow is easier to understand and maintain than a large automation with unclear dependencies.
Design for pauses and exceptions.
Decide what happens when a connection is unavailable, a customer changes their mind or a teammate has already acted. Make duplicate actions difficult. A visible pause and a clear owner are more useful than an invisible retry that sends the same message twice.
Review the record, then improve.
Keep an appropriate record of the action, the information used and the approval. Review examples with the people who do the work. Expand automatic actions only when the team understands the behaviour, the permissions and the way to stop it.