AI access is becoming ordinary. The harder advantage is teaching an entire organization how to use it around real work—before a competitor gets years ahead on the learning curve.

Research worth reading: Stanford’s 2026 AI Index, Harvard Business School’s P&G field experiment on AI and teamwork, and McKinsey’s 2025 State of AI survey.