Alison HISCOX

Abstract: Managing the complexity of transnational education delivery has always demanded more than a well-drafted partnership agreement. Across the student lifecycle — from application through to graduation and articulation — friction accumulates at the interfaces between institutions, systems and expectations, often in ways that are invisible to the student but acutely felt by them. The rapid emergence of AI tools now presents TNE operators with a genuine choice: use technology to reduce that friction in ways that genuinely benefit students, or allow automation to quietly erode the human touchpoints that students associate with the university brand they chose and the experience they came for. This session argues that the answer is not binary. Drawing on experience across global TNE environments, the panel will map the student lifecycle to identify where AI-enabled efficiency — in application processing, assessment management, onboarding communications and data integration — can meaningfully improve outcomes for students and institutions alike. It will also examine where an over-reliance on automation risks replacing the human judgement, warmth and responsiveness that students are paying for and that partners are contractually obligated to deliver. The session will offer practitioners a practical lens for evaluating their own TNE operations: not whether to adopt AI, but where its adoption strengthens the student experience and where the human element must be deliberately protected. Learning objectives: Understand the most common student experience friction points across the TNE lifecycle — from pre-arrival and articulation through to graduation Identify where AI-enabled tools can reduce operational complexity and improve student outcomes in TNE delivery Recognise the lifecycle stages where over-automation risks undermining student trust, belonging and brand association Explore governance, communication and accountability structures that support a balanced AI-and-human operating model across partner institutions Leave with a practical framework for auditing their own TNE operations through the dual lens of efficiency and human experience Target audience: TNE managers, partnership director, international operations professionals; university leaders, admissions, student services and academic affairs staff engaged in TNE programme delivery; practitioners working across institutional governance, compliance & partner relationship management.