Test frequent questions, dialect, typos, voice notes and incomplete requests. Every path needs a clear ending and a message the customer can understand.

Permissions and recovery

Grant the minimum required access, log every action and make financial, deletion or official-send steps reviewable or reversible.

Post-launch monitoring

Watch the first week daily: errors, cost, response time, task completion and human handoffs. Name the person who owns the decision when a flow fails.