Franka FR3 Duo is a ready-to-use reference platform for physical AI research, it enables developers to focus on learning and behavior policies instead of hardware integration and bug fighting. With the robotic foundation model Gemini Robotics from Google Deepmind running out of the box, teams can rapidly build, test, and benchmark multimodal policies for manipulation and human-robot collaboration. After the research phase, the same policies can be deployed on any FR3 Duo system around the globe for validation and transfer to real-world production scenarios.