Future bureau directors will inherit AI-enabled services. What leadership development practice sustains transformation?
Select an answer to reveal the explanation.
Short Explanation
Tomorrow’s bureau bosses need more than org charts. Bake AI program literacy into the leadership academy so they can sustain what today’s pilots started.
Full Explanation
Because future bureau directors will inherit AI-enabled services, leadership development should include AI program literacy in the leadership academy for future bureau directors. Sustainment fails if only today's specialists understand governance, value measurement, vendor oversight, and equity implications of tools already embedded in permitting, 311, or utilities. Academy modules create a bench of municipal leaders who can ask the right questions when they take the chair. Assuming technical staff alone can carry all AI program literacy forever fails because bureau directors set priorities, budgets, and culture; technical depth without leadership literacy leaves strategic decisions under-informed. Restricting AI education to vendors and never to municipal leaders fails by outsourcing judgment about public obligations to commercial parties. Teaching only slide design with no AI program concepts fails to build substantive decision capability about risk, value, and resident impact. Exam caveat: "leave it to IT" distractors undervalue executive literacy as a sustainment control for civic AI portfolios. Operational check: add AI program literacy to the leadership academy curriculum—strategy alignment, risk and ethics basics, reading value dashboards, and procurement pitfalls—and require it for director-track cohorts before succession into AI-heavy bureaus.