A six-part series on creating real AI value for shareholders, employees, and customers, and what it actually takes to deliver against all three at once.
Every AI initiative has to answer one question: what's the value, and for whom? The honest answer involves three stakeholders - shareholders, employees, customers - with sometimes-competing needs. A framework for mid-market leaders justifying AI investments in real meetings, with real budgets, to real CFOs.
Every AI initiative eventually meets the finance committee. The cost-savings story works fine in an operations review, but the room one floor up wants to know which lever this pulls - earnings, capital efficiency, or the multiple. Here's the translation, lever by lever.