Name the trigger
What starts the work: visitor, call, form, inbox, report, document, task, or staff question.
Playbooks
How a useful AI system gets built.
The workflow is simple on purpose. Strong systems come from clear scope, not bigger promises.
TriggerContextActionBoundaryProof
Capture only the needed context
Ask for the smallest amount of information that lets the system help.
Choose the action
Draft, route, log, update, show, assign, or escalate.
Keep review where risk exists
Sensitive decisions need human approval, logs, and fallback paths.
Measure proof
Response time, booked work, fewer repeated questions, cleaner reports, or fewer blocked tasks.
Apply the playbook