GenAI Adaptation Among Educational Leaders in UniLanguage: A Qualitative Case Study in Malaysia

Abstract

There is a profound shift in the traditional teaching and learning processes in Higher Education with GenAI. This is a qualitative case study that investigates the leadership of a privately owned Malaysian language centre (henceforth referred to as ‘UniLanguage’), which was established in 2025 and how it shifted the language centre to the ‘GenAI’. The study uses a semi-structured interview of the Principal, which reveals a pragmatic leadership approach that uses GenAI as an efficiency-augmenting tool but with the contextual judgement of humans. The results define four strategic priorities: (1) To use GenAI as a framework and reference point instead of being a definitive authority; (2) To implement GenAI for differentiated instruction in the context of a variety of students; (3) To apply GenAI to accelerate administration and curriculum building processes; and (4) To combine innovation with contextual reality by the Principal's words “alignment with real situations”. The SWOT analysis highlights strengths such as highly qualified faculty and learner-centred methods, weaknesses in the form of policy gaps and limited professional development, opportunities in national investments in AI, and threats in the shape of the dangers of the misuse of AI and the limited understanding of AI among learners. PESTEL analysis is also presented to put the macro environment forces influencing institutional adaptation in perspective. The study's findings support the growing debate around GenAI leadership in non-Western educational contexts and provide practical insights that help language centres and private education providers to address technological disruption in Malaysia and the other jurisdictions in Southeast Asia.