What Duality AI does
Duality AI builds a digital-twin simulation platform for training, testing, and validating AI and autonomy systems in “virtual worlds” designed to match real-world sensors and operating conditions. The core product suite is Falcon, which is positioned as an end-to-end workflow for (1) creating or importing digital twins (environments, systems, and assets), (2) assembling and running open-loop simulations for synthetic data generation and closed-loop simulations for autonomous-system validation, and (3) integrating simulation outputs into autonomy/ML pipelines via a Python API and ROS/ROS2-oriented middleware.
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Duality also markets FalconCloud as a browser-accessible path to run high-fidelity simulation at scale, and FalconEditor as a visual authoring tool designed to reduce the friction of building simulation-ready digital twins and scenarios. In addition to its core simulation workflow, Duality has been expanding its product surface around more “agentic” simulation and AI-assisted scenario creation. The company describes Vibe Sim as an “agentic sim co-pilot” that converts prompts into on-demand synthetic data, and it highlights Unreal Engine as a foundational technology for its simulation and digital-twin authoring experience. Duality’s stated target users include robotics, autonomy, ML/AI, and smart-systems engineering teams who need safer and more predictable testing than physical-world iteration allows—especially when real-world data is limited, too dangerous to collect, or too expensive to gather at the required scale.