Strategy, Governance, and Leadership Systems
Keith supports two related leadership needs: the schoolwide decisions that define where AI belongs, and the human-led systems that help leadership teams use AI responsibly in recurring work.
Schoolwide direction · Governance · Leadership AI systems
Two distinct leadership responsibilities
Governance establishes the rules and decision rights for the school. Leadership AI systems apply those rules to specific recurring workflows.
Clarify purpose, protections, boundaries, decision rights, policy priorities, assessment expectations, communication, and review.
A direction leaders can explain and the school community can use.See this area of workDefine approved sources, the division of human and AI work, required review points, documentation, and final ownership.
Dependable workflows with named human responsibility.See this area of workSchoolwide AI direction and governance
The goal is not a long AI plan. It is a shared basis for decisions that leaders, educators, students, and families can understand.
What does the school want AI to improve, and where would its use work against the school’s educational purpose?
Which forms of student thinking, authorship, privacy, equity, and professional judgment must remain protected?
What may students, educators, leaders, and AI systems do in different types of work?
Who approves tools, policies, workflows, and exceptions, and how will those decisions be communicated?
What evidence will show whether the approach supports learning, workload, consistency, access, and community trust?
A current-reality review, shared direction and decision criteria, governance priorities, and an implementation and review plan.
Leadership AI systems and agentic workflows
Agentic systems can work across multiple steps, sources, files, and tools. Leadership teams need a clear model for what the system may do, where human review occurs, and who owns the result.
What recurring result is the leadership team trying to improve?
Which approved sources, files, and data may the system use?
What may AI complete, and which reasoning and decisions must remain human?
Who checks, approves, documents, and owns the final result?
The goal is not maximum automation. It is dependable work built from trusted sources, an intentional division of responsibility, required review, and named human ownership.
A documented and tested workflow with clear sources, roles, review points, and ownership.
How an engagement begins
The same process can address one immediate priority or become the first stage of a broader schoolwide initiative.
Identify the schoolwide decision or recurring leadership workflow that needs attention first.
Examine existing policies, units, files, tools, routines, and responsibilities that shape the work.
Develop the direction, governance decisions, or leadership workflow with clear human responsibility.
Test the work, examine evidence and user experience, revise it, and determine whether to expand.
One connected school approach
Schools may begin in one area. The work becomes coherent when direction, adult practice, and student learning reinforce one another.
Strategy, Governance, and Leadership Systems
