Leaders do not need to become software engineers, but they do need enough AI literacy to make sound investment, governance and workforce decisions.

Ask better questions

Effective leaders can distinguish a useful AI case from an expensive experiment. They understand data readiness, risk, expected value and how success will be measured.

Build responsible systems

Privacy, bias, transparency and human oversight belong in the design process.