AI Strategy in Practice: The Gap Between Governance and Adoption

You Don’t Have an AI Strategy—You Have Shadow AI Most organizations believe they are implementing AI. Leadership discussions focus on governance frameworks, approved tools, and risk mitigation. On paper, it looks like progress.But beneath the surface, something else is happening. AI adoption has already occurred—just not through official channels. Engineers, analysts, and technical teams are using AI every day to solve real problems: debugging, generating code, writing tests, summarizing logs, a