This pavilion design combines dynamic morphology, parametric modeling, and sustainable strategies to create a modular, AI-enhanced structure at Nottingham Trent University. Inspired by natural systems, its Voronoi-patterned timber frame supports dynamic shading and ventilation. Recycled materials and prefabricated construction reflect a low-carbon, adaptable approach. AI tools optimize lighting, acoustics, and structural performance, while human-centered design ensures an inviting space for exhibitions and events. The pavilion harmonizes innovation with environmental and social responsibility.