Physical AI, Ambient IoT, and Real Time Supply Chain Visibility
Doron Hazan · Director of Data Product and AI · Wiliot
01 — The conversation
AI systems have traditionally learned from digital information. Doron Hazan, Director of Data Product and Artificial Intelligence at Wiliot, explains how physical AI connects AI with real world data from objects, sensors, and supply chains, and why accurate, current visibility matters before AI can make useful operational decisions.
Key ideas
01Physical AI connects AI systems with real world data.
02Supply chain visibility depends on accurate, current information.
03Sensors and statistical inference can fill gaps in physical data.
04Decision accuracy can matter more than raw processing speed.
05Robotics and connected devices expand what physical AI can observe.
Doron explains how Wiliot’s battery free IoT Pixels collect data from physical goods and send it to the cloud, where AI can help interpret what is happening across supply chains.
The conversation also covers real time decision making, guardrails, human judgment, robotics, and the difference between integrated and distributed physical AI.