Artificial intelligence is transforming healthcare. It is improving diagnostics, enabling smarter workflows, and helping organizations operate more efficiently.
However, AI systems are only as effective as the data they rely on.
Many healthcare AI initiatives focus on analytics and software. These are important, but they are not enough. Without high-quality data from the physical world, AI cannot deliver reliable or actionable results.
This is where intelligent sensing becomes critical.
In our recent white paper, Sensors as the Foundation of Healthcare AI, we explain how healthcare AI depends on precise, continuous data captured at the source. Intelligent sensing connects physical workflows to digital intelligence and ensures that every insight is grounded in reliable information.
Lina Li, Ph.D., President & General Manager of our Precision Medicine business, recognizes that in healthcare, AI is only as powerful as the data it is built on. Intelligent sensing connects the physical world to digital intelligence, so that every clinical insight, operational decision, and patient outcome is grounded in trustworthy data.
The paper highlights how this applies across real use cases.
AI enables workflow intelligence in In Vitro Diagnostics (IVD) central laboratories. It improves the utilization of mobile assets across hospital environments. It supports proactive and predictive maintenance that reduces downtime and improves system performance.
These outcomes depend on a strong physical data layer.
Technologies such as machine vision, radio frequency identification (RFID), and positioning solutions capture data tied to location, movement, and condition. This data allows AI systems to operate effectively in real-world healthcare environments.
The paper also outlines what AI systems require from data. Precision, latency, and continuity are essential at the point of physical action. Without these characteristics, AI cannot move from analysis to execution.
We combine these technologies with engineering expertise to help customers build scalable, integrated solutions. We work directly with teams to accelerate development and ensure systems perform in real environments.
Healthcare organizations are continuing to invest in AI. The most successful approaches start with the foundation.
AI starts with better data. Better data starts with intelligent sensing.