Abstract This article presents a methodological exploration of how generative artificial intelligence (AI) can augment traditional strategic analysis by rapidly constructing a plausible conflict scenario between Saudi Arabia and Eritrea. Through a structured five-phase process—scenario generation, order-of-battle (ORBAT) compilation, turn-based simulation, battle damage assessment, and lessons learned—this study