Operations
Set Approval Thresholds Before Financial AI Runs the Books
Give financial AI narrow authority, named owners, hard thresholds, and fallback paths before it touches invoices, payroll, or billing.
The operating side of a young company
Give financial AI narrow authority, named owners, hard thresholds, and fallback paths before it touches invoices, payroll, or billing.
A practical four-control model for turning enterprise AI pilots into defensible ARR before renewal risk becomes a churn problem.
Treat agents like a small operating team: assign roles, set model tiers, add human gates, and track every output with a KPI owner.
Treat decisions as an operating system: reversible calls get fast owners, irreversible calls get a small council, and every material decision gets logged.