Government agencies are rapidly adopting AI, but implementation challenges like new workflow breakdowns, limited trust in AI for complex tasks and growing technical fragmentation are slowing progress amid tight budgets and staffing constraints. This whitepaper provides a clear framework to help agencies move beyond isolated AI tools toward integrated, governed platforms that enable AI and human teams to work.