Traditional Acceptable Use Policies (AUPs) and basic staff training are no longer enough to stop real-time, automated harms, making it essential for districts to shift from simply managing tools to implementing active governance. This session provides a blueprint for CIOs to move beyond reactive firefighting toward a proactive framework that balances technological innovation with institutional safety.