This project will establish an AI-based Language Laboratory (ALL) at Hong Kong Shue Yan University to boost students’ English and Chinese writing skills. The ALL includes an online AI platform for personalized writing support and a physical lab for workshops and training. There has been an urgent need to raise language proficiency among students, particularly those attending self-financing tertiary institutions in Hong Kong, where lower language proficiency is prevalent. This project seeks to bridge these gaps by delivering genre-specific AI resources and providing targeted training on AI tools, empowering both students and teachers. The ultimate aspiration is to foster language mastery and genre adaptability, thereby advancing students' academic success and enhancing their future employability.