Intelligence
embedded
in matter.
Physical AI is the next frontier of artificial intelligence — systems that don't just process data, but perceive, reason, and act in the real world. ALT builds the materials, structures, and edge intelligence that make physical AI possible.
Physical AI is artificial intelligence that perceives, reasons, and acts in the real world — not just on a screen.
Traditional AI lives in software: it classifies images, generates text, and makes predictions. Physical AI is different. It combines machine learning models with sensors, actuators, and physical structures — giving machines the ability to sense their environment, make decisions, and take real-world action.
The key distinction is the body. A chatbot answers a question. A Physical AI system moves, grasps, assembles, navigates, and adapts. This requires not just better software, but better materials, better sensors, and better edge computing — all tightly integrated from the ground up.
ALT sits at the convergence of these disciplines. We engineer the physical substrate of intelligent machines: synthetic tissues, high-strength composites, and embedded AI electronics — the building blocks that turn AI models into systems that operate in the world.
Perception, reasoning,
and physical action.
Perception
Physical AI begins with sensing the world. Cameras, IMUs, tactile sensors, LiDAR, and environmental detectors feed raw data into the system. ALT designs and integrates multi-modal sensor arrays directly into structures and tissues — so perception is embedded in the body of the machine, not bolted on afterward.
Reasoning at the edge
Perception data must be processed and acted on in real time — without the latency of a cloud round-trip. ALT deploys machine learning models and agentic AI pipelines on embedded edge hardware, enabling autonomous decision-making at the speed of physics. No internet connection required. No latency. No single point of failure.
Physical action
Intelligence without a body can't act. ALT engineers the structural and material components that give Physical AI systems the ability to move, grasp, fly, and adapt. Our synthetic tissues replicate biological motion; our composite structures provide the strength-to-weight performance required for real-world robotic deployment.
How we build
physical intelligence.
ALT is one of the few companies that engineers Physical AI from the material level up — combining novel biomaterials, additive manufacturing, sensor fusion, and edge AI into integrated systems.
Additive Manufacturing
We design and fabricate high-performance Physical AI components using advanced additive processes — from high-strength PEEK and Ultem composites to flexible multi-material prints that integrate sensing and structure in a single part. Additive manufacturing is the only viable production method for the complex geometries Physical AI demands.
Explore additive manufacturing →AI Agents & Edge ML
We deploy agentic AI systems that run entirely on embedded hardware. Our on-device ML pipelines enable autonomous perception, planning, and control without cloud dependency — critical for robotics, prosthetics, and drones that operate in real-world conditions where connectivity cannot be guaranteed.
Explore AI agents →Robotics & Biomimetic Systems
We build complete Physical AI platforms — integrating our materials, manufacturing, and edge AI into functional robotic systems. Our biomimetic designs draw from biological motion to create robots and prosthetics that move, sense, and adapt with naturalistic behavior. From custom robotics to autonomous drones, we build the full body.
Explore robotics →Sensor Fusion
Physical AI systems need to know where they are, what they're touching, what they're seeing, and how they're moving — all at once. We design multi-modal sensor fusion architectures that combine vision, tactile, proprioceptive, and environmental data into a single coherent perception layer embedded directly into the physical structure.
Explore sensor fusion →Where Physical AI
is being deployed.
Physical AI is moving out of the lab. These are the application areas where ALT's technology is delivering real-world impact today.
Physical AI:
common questions.
Physical AI is a rapidly evolving field. Here are answers to the questions we hear most often from engineers, product teams, and technology leaders exploring this space.
Build your Physical AI
system with ALT.
From early-stage R&D to full-system integration — let's talk about what your application needs and how ALT can deliver it.