FLYBY ROBOTICS, INC

AI/ML relevance is high because the award explicitly names 'AI object identification onboard' as a core deliverable integrated into an autonomous UAS—this is genuine embedded ML, not a feature flag. Problem framing scores moderate: 'non-emitting autonomous ISR' is operationally specific (contested environment signal discipline), but success criteria and end-user context are implied rather than stated. Awardee quality is ambiguous: 'Flyby Robotics' reads modern and startup-like (short, no 'Systems/Solutions' suffix), but without public track record visibility, confidence is moderate rather than high.