IBM's approach to scaling AI across 280,000 employees emphasizes that enterprise AI is fundamentally a people and operating model challenge, not just technology. Their "AI license to drive" certification ensures employees understand data privacy and security before building agents. They've created "AI fusion teams" combining business experts with IT technologists to collapse traditional handoffs and accelerate delivery. Their hyper-opinionated enterprise platform embeds governance into infrastructure, reducing provisioning time from two weeks to six minutes while maintaining security. Success requires balancing rapid experimentation with guardrails, measuring outcomes across productivity, workflows, and risk reduction, and shifting culture from rewarding effort to rewarding smart work with AI assistance.
