Reassess at least once a year, and any time you are about to make a significant AI investment or your business changes shape through growth, acquisition, or a leadership transition. Readiness is not static. As you document more of your process, clean your data, and clarify roles, your score rises and new high-value AI uses become viable. The assessment works best as a recurring checkpoint that keeps your AI spending matched to the foundation you have actually built.