While the initial wave of Generative AI focused on "saving time" and administrative automation, the educators of Birmingham City Schools are ready for more. My action research reveals a pivotal shift: 60% of surveyed staff prioritize Instructional Innovation (enhancing critical thinking and creativity) over mere administrative efficiency. Furthermore, 75.6% of teachers prefer hands-on workshops focused on redesigning specific assignments rather than general tool overviews. +4 This Spark Talk explores how to bridge the gap between AI as an "arrival technology" and intentional pedagogical practices. We will move past "better emails" to operationalize the teacher’s role as an "AI-Governor" protecting student critical thinking and original thought. Attendees will discover actionable strategies for implementing an "Assignment Redesign Lab" that prioritizes Technological Knowledge integration and ethical oversight to ensure AI transforms, rather than undermines, learning