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 itself: tested read-only connectors, a stable data model, and matching rules that reconcile the same entity (a customer, a grade, a lot) across the ERP, the supplier portal, the godown and tank-farm register, the COA file and the ledger, every figure carrying its source.
Where AI helps
AI helps only at the seams: it suggests how a messy field in one system lines up with the clean record in another, for a person to confirm. It moves no money, writes back to no system and owns no figure.
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.