In an era where rapid decision-making and real-time data processing are paramount, deploying next-generation artificial intelligence (AI) at the tactical edge has become a strategic necessity for both Federal and commercial sectors. This whitepaper delves into the transformative role of AI and edge computing in enhancing situational awareness, operational efficiency, and decision-making capabilities at the forward edge.