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: vehicle valuation, reconditioning cost and ageing tracked against resale, one-time listing across channels, and always-current dashboards computed over the connected layer, all from clean source-linked figures.
Where AI helps
AI helps only at the edges, reading a valuation or reconditioning document and keeping the same car's listing consistent across channels; the price, the resale decision and the dashboard figures 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.