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 timed, rules-based follow-up built on the firm's own quote, order and consumption history: quote-chase sequences, replenishment reminders for regular consumables, and win-back for lapsed buyers, every offer routed to a person before it goes out.
Where AI helps
AI only drafts the message and helps spot which buyer has gone quiet or which quote is due a chase; a person signs off any price or offer. It commits no discount and sends nothing sensitive on its own.
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.