Abstract What does it really mean for a company to “do AI”? Is it enough to launch a chatbot, automate a report, or pilot a tool? Not quite. The organizations that truly succeed don’t treat AI as a set of disconnected experiments—they treat it as a portfolio: a structured, evolving collection of initiatives tied directly […]