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: a clean record of every deal with the commission it should earn, matched deal-by-deal against the payout statements by rule-based matching keyed on deal, invoice, amount, date and GSTIN, kept deterministic because the break list must be defensible.
Where AI helps
AI helps read each financier's and insurer's payout statement and align a payment line to the deal it belongs to; the matching rules, the break list and the figure to chase 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.