Sports governance with AI is no longer speculative. Algorithms already influence officiating support, integrity monitoring, eligibility checks, and disciplinary review. What remains unclear is not whether AI will be used, but how its use reshapes governance outcomes—consistency, legitimacy, and accountability. This analyst-oriented review focuses on what current evidence indicates,...