Four core automation patterns for this operating system. Each flow shows where AI acts, where business rules apply and where human approval remains mandatory.
These are implementation patterns, not claims that a specific company already uses the system. They must be adapted to the actual software stack, permissions, data and policies before launch.
Membership is confirmed
→Welcome, profile and access steps are triggered
→Community concierge suggests relevant resources
→Onboarding completion is tracked
Low-engagement or interest signal appears
→Member context and permissions are checked
→Relevant content/event prompt is prepared
→Response updates engagement profile
Event is approved
→Audience, capacity and reminders are configured
→Registrations and exceptions are routed
→Post-event follow-up and feedback are triggered
Renewal window or risk signal appears
→History and engagement are summarized
→Approved retention option is prepared
→Outcome is logged for future segmentation