An AI readiness assessment is a structured diagnostic that evaluates an organization's current capability, infrastructure, and organizational maturity for adopting artificial intelligence. It examines seven dimensions: strategy alignment, data readiness, technical infrastructure, talent capability, governance maturity, identified use cases, and change management readiness. The output is a gap report — including an AI Readiness Score, Organizational DNA archetype, annual ROI value potential, and a phased implementation roadmap — that tells leadership teams where they stand and what to do next.