GEORGIA TECH APPLIED RESEARCH CORP

The award title explicitly names 'autonomous swarming' which implies multi-agent coordination, path planning, and real-time decision logic — genuine AI/ML work at scale — but the description provides no technical detail on algorithms, training approaches, or deliverables, preventing a higher score. Problem framing identifies a specific capability (heterogeneous autonomous swarms) but lacks operational context, end-user definition, or success metrics. Georgia Tech Applied Research Corp is an FFRDC-adjacent entity (university research center), not an AI-native startup; this scores as legacy institutional research rather than commercial AI procurement innovation.