The Four Layers of AI Measurement: A CFO’s Framework

four layers of ai measurement

AI agents are doing real work now. They are resolving support tickets, updating CRM records, drafting journal entries, reviewing contracts, and shipping code. The inference bills are growing. Productivity gains are improving. The org chart mix is shifting to digital labor. But most SaaS and AI companies still cannot report the work their AI is […]