The global healthcare system is expected to face a shortage of 4.5 million nurses by 2030 — and one of the main causes is high burnout. Manufacturing giant Foxconn is helping ease the burden with NVIDIA-accelerated solutions like Nurabot, a collaborative nursing robot that offloads time-consuming, fatiguing tasks such as transporting medication and samples across the hospital.
Nurabot is just one of Foxconn’s smart hospital applications developed using NVIDIA technologies and deployed by Taiwan’s leading medical centers. Its other tools include AI models to support patient health monitoring and digital twins of hospital facilities to help management teams with design and planning.
Together, these applications can transform medical centers into smart hospitals powered by NVIDIA physical AI and its three-computer solution. First, massive AI models are trained and fine-tuned on supercomputers. Next, in simulation, digital twins are used for planning, testing and robotics training — and third, edge computing systems enable rapid AI inference on robots and sensors.
Taichung Veterans General Hospital (TCVGH), Baishatun Tung Hospital – Mazu Hospital, and Cardinal Tien Hospital are among the Taiwan-based healthcare institutions adopting Foxconn’s smart hospital solutions to support clinicians and advance patient care.
“Taiwan has a highly developed healthcare infrastructure with a strong push toward digital health transformation, creating the ideal environment for robotic integration,” said Shu-Fang Liu, deputy director of the nursing department at TCVGH, which is currently conducting a field trial with Nurabot. “Robots are augmenting our capabilities so we can provide more focused, meaningful care.”
Supporting Smart Hospitals From the Data Center to the Edge
Foxconn’s smart hospital solution begins in the data center, where high-performance compute is applied to develop large AI foundation models — like FoxBrain, a large language model (LLM) developed using the NVIDIA NeMo framework. Trained on NVIDIA Hopper GPUs, FoxBrain is capable of text-to-speech, automatic speech recognition and natural language processing.
The company is also using its Honhai Super AI Computing Center 1, which features NVIDIA DGX systems, to develop healthcare-specific AI models. Offered through Foxconn’s CoDoctor AI platform, powered by NVIDIA AI, these models improve diagnostic accuracy and optimize clinical workflows for tasks including retinal imaging, vital sign monitoring, arrhythmia screening and cancer screening.
