§ org design · 2024–present

AI governance & council frameworks

Moving an agency from AI experimentation to operational capability — with guardrails.

Governance model: experimentation flows through an AI council into operational lanes and role structures, producing governed operational capability — experiment → council → lanes and roles → capability. the test is the last node.

the short version

AI governance model and roadmap for Team One Digital: council frameworks, operational implementation lanes, AI role-structuring proposals, and training delivered to the entire 400-person agency — plus the playbooks, prompting guides, and workflow blueprints behind it. 150–200 staff are in active adoption, and the questions have shifted from “how do I log in” to advanced use-case problem-solving — the signal that fluency, not just access, is taking hold. The goal is unglamorous on purpose: make AI a governed operational capability rather than a rotating demo.

Full case study in progress — artifacts pending clearance or writing time. The insight below is already earned.

Innovation without governance is noise.

the insight

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