constraints in internationally intensive universities, including linguistic heterogeneity, regulatory complexity, and limits of staff-dependent support models. SemioMind develops AI-mediated engagement infrastructure that operates alongside existing teaching and learning ecosystems without replacing academic judgment. Its flagship programme, BrawMind, explores institution-wide approaches to stabilising engagement patterns and supporting international student persistence. The organisation aligns its R&D and deployment with UK and EU AI governance and research ethics frameworks.