This document serves as a practical guide for organisations in the region that wish to design, develop, and deploy traditional AI technologies in commercial and non military or dual use applications This Guide focuses on encouraging alignment within ASEAN and fostering the interoperability of AI frameworks across jurisdictions It also includes recommendations on national level and regional level initiatives that governments in the region can consider implementing to design, develop, and deploy AI systems responsibly.