Shield AI, a defense technology company, announced a partnership with Huntington Ingalls Industries (HII)—America’s largest military shipbuilder—to develop modular, cross-domain mission autonomy solutions. The collaboration combines Shield AI’s Hivemind software with HII’s Odyssey suite to create AI systems that can work seamlessly across air, sea, and land platforms.
The goal is simple but ambitious: create autonomous systems that aren’t locked into specific platforms. Instead of building separate AI for drones, ships, and ground vehicles, they’re developing autonomy that can adapt across different domains.
Why Cross-Domain Matters#
Traditional military autonomy has been platform-specific. A drone’s AI doesn’t translate to a naval vessel, and ground robot autonomy doesn’t help aircraft. This creates redundancy—every platform needs its own autonomous system built from scratch.
Cross-domain autonomy changes that equation. If successful, it means faster development cycles, reduced costs, and more importantly, the ability for different military assets to operate together with shared AI decision-making. A ship, drone, and ground vehicle could coordinate autonomously using the same underlying intelligence.
HII brings decades of maritime integration expertise to platforms like aircraft carriers and submarines. Shield AI brings Hivemind, their AI pilot software that’s already flying autonomous aircraft. Together, they’re betting that modular autonomy can scale across the entire military ecosystem.
The Integration Question#
The promise is compelling, but there’s a catch: different domains have fundamentally different operating requirements. Naval vessels deal with ocean conditions, endurance missions, and complex systems integration. Aircraft face real-time flight dynamics in contested airspace. Ground vehicles navigate unpredictable terrain with human proximity.
Creating truly modular autonomy means solving for these differences without losing the specialization each domain requires. It’s not just about making the software work everywhere—it’s about making it work well everywhere.
Cross-domain autonomy could streamline military AI development significantly, but the real test is whether modular systems can match the performance of purpose-built solutions when it matters most.
Learn more: Visit Shield AI’s official announcement for details on the partnership.


