What is automated, where AI helps, who signs off
Automation for the routine. A person on every decision that matters.
The reliable spine
The non-AI spine is the integration logic itself: deterministic, tested flows so an event in one system (a bill of entry, a dispatch, a new lot) writes to the others on its own, with explicit handling when a system is down or a record does not match, and a queue for anything that does not reconcile.
Where AI helps
AI helps only at the mapping seams: where a field in one system does not obviously correspond to another, it proposes the mapping for a person to approve before any flow goes live. It runs no flow and overwrites no record unattended.
Who signs off
A named person signs off anything touching money, stock, a customer promise, a regulated filing, a payment, a price, a credit decision or a people decision.