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.
Product data is approved
→Content agent creates channel-ready copy
→Claims and pricing are reviewed
→Approved content is published/synced
Eligible abandoned cart signal appears
→CRM agent checks consent and segment rules
→Approved recovery sequence is triggered
→Conversion is attributed and logged
Fulfillment exception appears
→Order agent identifies issue and policy
→Refund/compensation beyond limits goes to human
→Customer update and resolution are tracked
Traffic, conversion and stock data are collected
→Agent spots product/collection opportunities
→Test hypothesis is proposed
→Approved test is measured against baseline