Small-Team-Governance

Small-team governance refers to AI oversight and compliance structures designed for organizations with limited dedicated governance resources, typically found in startups, small businesses, or distributed teams. This approach emphasizes lightweight processes, shared responsibilities, and pragmatic controls that can be implemented without large compliance departments while still maintaining accountability for AI risks and regulatory requirements. For enterprises scaling AI adoption across smaller teams, effective small-team governance is critical because it ensures responsible AI practices remain embedded in development workflows rather than becoming bottlenecks or afterthoughts.

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