Decision rights before pilots start.

14 years inside K-12 technology leadership. AI governance advisory for districts ready to build the right structures before the pilot starts.

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The Governance Gap Is Organizational, Not Technical.

I spent 14 years inside K-12 technology leadership watching the same failure patterns repeat across every kind of technology deployment. The technology worked. The organizational structures around it frequently did not.

Nobody had defined who owned the decision, who carried the accountability, or what the organization would do when something went wrong.

I built the AI Governance Framework for Operational Adoption to address that gap before districts repeat those same mistakes with AI.

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