Medical Software Robotics Deploy Next-Generation Medical Devices Intelligent machines augment the work of doctors, nurses, and surgeons in smart hospitals, using AI to enable better patient outcomes. NVIDIA Holoscan running on IGX delivers real-time AI at the clinical edge and positions developers to quickly take to market the next generation of AI-enabled medical devices. Software-Defined Instrumentation Software-driven solutions are replacing or enhancing traditional hardware-based instruments used in fields like visual processing and semiconductor testing. These software-defined approaches allow users to adjust and reconfigure parameters without hardware changes, facilitating quick prototyping, customization, and integration with AI-based applications. AI-Enhanced Industrial Robotics Integrating AI into industrial robotics improves efficiency, flexibility, and safety by enhancing perception, decision-making, and adaptive behavior. This integration, combined with strict safety protocols, optimizes robotic operations in manufacturing settings.