Overview
Mapping against the data.org assessment categories: the article is written for decision-makers actively weighing AI adoption—it assumes an organization is ready to think concretely about use cases, build-versus-buy choices, and cost-benefit trade-offs, which goes beyond first awareness. That aligns with the “AI Aware” stage moving into “AI Operational.” It stops short of Advanced because it’s a strategic orientation rather than a technical implementation guide, and it’s accessible enough that a relative newcomer could follow it—but its framing presumes an intent to act, so Intermediate fits best.
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