...). Findings The empirical results reveal a full mediation mechanism. Raw AI-SIC does not directly yield exploratory innovation; rather, its strategic value is entirely channeled through R&D process agility. This agility acts as a crucial cognitive filter, enabling organizations to mitigate stochastic...