The aim of this study is to examine how artificial intelligence influences the innovation performance of leading manufacturing firms, and to uncover the mechanisms of synergy between technological, organisational and external environmental factors, thereby addressing the central question of how artificial intelligence effectively enhances innovation performance within the manufacturing sector.