Interviews on effective AI governance with directors serving on more than 25 boards highlight the importance of tailored oversight, continuous education, and strategic alignment Just as some organizations treat AI as a core business strategy and others as an operational tool, boards of directors can vary in how they approach oversight roles and responsibilities relating to the technology.