With 75% of enterprise AI projects failing to deliver ROI, proper infrastructure planning has become critical for success. This comprehensive guide explores the essential components, costs, regulatory requirements, and best practices for enterprise AI infrastructure deployment across UK and EU markets, helping organisations avoid common pitfalls whilst achieving sustainable AI transformation.