AI Leadership Readiness Framework (ALRF 2025): A Human-Centred Framework for Responsible AI Adoption

AI Leadership Readiness Framework (ALRF 2025) is an evidence-based framework developed to help organizations assess and strengthen their readiness for responsible artificial intelligence adoption.

Built upon doctoral research in Technology and Project Management, ALRF integrates leadership capability, AI governance, organizational culture, workforce readiness, ethics, and strategic alignment into a comprehensive assessment model.

Unlike traditional AI maturity models that focus primarily on technology, ALRF emphasizes the human dimension of AI implementation, enabling organizations to adopt AI responsibly while maintaining transparency, accountability, and employee empowerment.

The framework has been disseminated through international scholarly publications, technical reports, invited presentations, and global academic engagement. It supports organizations, universities, policymakers, and project leaders in evaluating AI preparedness and guiding digital transformation through responsible leadership.

ALRF contributes to advancing trustworthy AI by bridging research and practice and promoting sustainable, ethical, and human-centred innovation.