AI readiness is the organizational ability to adopt AI with structure, clarity, and confidence. It includes leadership alignment, governance, data awareness, workflow understanding, staff training, and a clear sense of what AI should and should not do inside the organization. Without readiness, AI initiatives stall, create risk, or fail to deliver value.