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Duality AI alternatives
Duality AI's Falcon platform exists for the phase before deployment: high-fidelity digital-twin simulation in which embodied-AI and smart-systems teams test and fine-tune their models safely. The US company serves robotics, autonomous systems, manufacturing and aerospace developers, with cumulative funding of US$14.8M recorded by PitchBook for duality.ai. The alternatives below all operate in the physical world Falcon simulates. Energy Robotics, the German company rebranded as Korial, runs an enterprise AI platform for autonomous industrial inspection across oil and gas, chemical and utility facilities. Greeneye Technology, headquartered in Tel Aviv, retrofits AI precision spraying onto existing agricultural sprayers, selling through dealers and custom applicators to row-crop farmers in the US Midwest. Kiwibot, now Robot.com, deploys autonomous delivery and service robots on campuses, sidewalks, warehouses and city streets across ten countries, with approximately US$17.5M of recorded funding. Mars Auto, a South Korean autonomous trucking company with $13M raised on its own reporting, already hauls commercial cargo with self-driving Class 8 trucks in South Korea and the United States. Falcon earns its place when the risk sits in the model rather than the machine; once a system is ready to work, Energy Robotics covers industrial sites, Greeneye covers fields, Kiwibot covers last-mile delivery, and Mars Auto covers long-haul freight.
Alternatives to Duality AI
Energy Robotics (now Korial)
Energy Robotics, the German legal entity Energy Robotics GmbH, now presents itself under its new name, Korial: an enterprise artificial intelligence platform that makes fully autonomous industrial operations possible across any asset, device, environment and scale.
Greeneye Technology
Greeneye Technology is an Israeli agricultural technology company whose product retrofits artificial intelligence onto sprayers farmers already own.
Kiwibot
Kiwibot now operates as Robot.com, a US robotics company building autonomous delivery and service robots that, in its words, are for now, not someday.

Mars Auto
Mars Auto is a South Korean autonomous trucking company operating self-driving Class 8 trucks that haul commercial cargo in South Korea and the United States today.
Full profile, with every fact and its source: Duality AI. Profile facts last verified 10 November 2026.