What is automated, where AI helps, who signs off
Automation for the routine. A person on every decision that matters.
The reliable spine
The reliable spine is non-AI: defined events, field mappings and validation rules between systems, with an exception queue for anything that does not reconcile, all of it deterministic so the same input always produces the same flow.
Where AI helps
AI helps only at the edges, reading a non-standard document or matching two records that are described differently in two systems; the mapping, the rule and the write into the system of record stay deterministic and owned by a person.
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.