Physical AI - Robotics
The new trillion-dollar market
The Next Level of Artificial Intelligence
Technology is moving into the next phase:
Artificial Intelligence → Generative AI → Agentic AI → Robotics → Physical AI
With Agentic AI, artificial intelligence becomes increasingly autonomous. It analyzes information, plans tasks, makes decisions, and carries them out on its own.
Robotics gives this intelligence a body.
From the combination of artificial intelligence and robotics comes Physical AI: machines that perceive their environment, learn from it, make decisions, and act independently.
This means artificial intelligence leaves the screen and reaches the physical world.
Today's AI boom is the foundation for Physical AI
The current AI boom is already creating the technological infrastructure for the next stage of development.
Billions are being invested in chips, computing power, storage, data centers, cloud infrastructure, and AI software.
This very infrastructure is what’s needed for Physical AI.
Chips → Computing Power → Storage → Cloud → AI → Agentic AI → Robotics → Physical AI
The more powerful the technological base becomes, the more capable and autonomous the machines become.
This is creating a new industrial value chain that goes far beyond traditional robotics.
Humanoid Robots Are Becoming Reality
Physical AI is no longer just a futuristic vision.
Humanoid robots are already being used in production and pilot projects. The focus is especially on industrial applications.
A prominent example is Tesla Optimus. Tesla is developing a universally usable humanoid robot, combining artificial intelligence, computer vision, navigation, motion planning, and autonomous control.
BMW is also testing humanoid robots in production. This shows how artificial intelligence and robotics are being directly integrated into industrial processes.
This development marks a shift from digital AI models to intelligent machines in the real world.
The companies behind Physical AI
NVIDIA – Computing Power and AI Infrastructure
NVIDIA forms a central foundation of modern AI infrastructure.
High-performance processors, AI platforms, simulation, and software enable the development and operation of increasingly powerful AI and robotics systems.
This puts NVIDIA at the beginning of the Physical AI value chain.
Micron – Memory for the AI World
Powerful AI requires enormous amounts of fast memory.
This is true not only for data centers but increasingly also for vehicles, robots, and intelligent machines.
Micron thus benefits from the growing memory demand of the entire AI infrastructure.
Tesla – AI, Autonomy, and Humanoid Robotics
Tesla holds a special position within Physical AI.
With Optimus (which also includes Nvidia chips), Tesla directly connects artificial intelligence with a humanoid robot.
At the same time, Tesla has extensive experience with computer vision, autonomous control, and AI in vehicles.
Tesla thus directly links AI, autonomy, and robotics with the physical world.
Microsoft – Cloud and Artificial Intelligence
Microsoft provides a comprehensive cloud and AI infrastructure with Azure.
Companies need enormous computing power and data infrastructure to develop and deploy Agentic AI and Physical AI.
Microsoft thus provides an important part of the digital infrastructure.
Amazon – Cloud, Automation, and Robotics
Amazon combines AI infrastructure through AWS with its own massive automation and logistics network.
Robotics already plays an important role today.
In this way, Amazon links cloud, artificial intelligence, automation, and the physical world.
Alphabet – AI, Cloud, and Autonomous Systems
Alphabet combines artificial intelligence with cloud computing and autonomous technologies.
The development of AI models and autonomous systems forms an important foundation for the growing connection between software and the physical world.
Alphabet is also positioned along the Physical-AI value chain.
Physical AI isn’t just a robotics topic.
The real value creation happens across the entire technology chain:
Chips → Computing Power → Storage → Cloud → AI → Agentic AI → Robotics → Physical AI
The current AI boom is already financing and accelerating the infrastructure for the next wave of technology.
It’s not just about looking at the finished robot, but at the companies that make its development possible in the first place.
NVIDIA, Microsoft, Amazon, Alphabet, Micron, and Tesla are already positioned at different points along this value chain.
The combination of Agentic AI and Robotics leads to a new level of development:
Physical AI
Artificial intelligence gets a body.
