The Intentionality Imperative is the non-negotiable obligation to ensure that all innovation, adoption, and systemic design are guided by purposeful, outcome-driven human agency rather than passive momentum. In modern education and organizational change, it asserts that technology, platforms, and automated workflows must never be treated as self-justifying ends. Instead, leaders and practitioners have an urgent …