
The TEOM Engine has been developed by the TEOM’s founding team , bringing together unmatched expertise and experience across multiple fields, including Radio Frequency behaviour, computational physics and AI.
The Engine powers situational intelligence, delivering real-time insights of what is happening where – and what is likely to happen next.
At the core of the TEOM Engine is the ability to mirror the physical world. It collects real inputs from the physical world using advanced technology-agnostic sensing capabilities from existing sensors in the field, allowing infinite inputs to be processed using novel physics informed neural networks . It interprets this complex data using TEOM’s proprietary generative physical AI (GPAI).
The result is a highly accurate, real-time model of the physical environment that will form the basis of transformational industrial solutions.
High frequency sensor data
Sensors of all kinds are now pervasive within modern industrial environments, capturing data at incredibly high rates — often more than 100 times per second. Whether through RF signals (such as 5G, Wi-Fi, GPS, BLE, UWB) or through cameras and LiDAR, these sensors collect detailed information about every aspect of the physical world. The TEOM Engine acquires, synchronises and fuses the unique ‘fingerprints’ of the environment’s sensor data to create a digital replication that mirror the physical environment.
A new Physics-Informed Neural Network vocabulary
The physical world is complex and cluttered. And so is the data it generates. Traditional Neural Networks are built based on finite Large Language Models (LLMs), not infinite number patterns and values. That’s why TEOM’s physics-informed neural network is engineered to handle complex numbers employing a new vocabulary to process real-time inputs from the physical world.
Generative Physical AI
vs Generative AI

Instant inference. Predictive insight
TEOM’s groundbreaking GPAI is designed to process a near infinite number of inputs and combinations. TEOM’s deep-trained GPAI provides highly reliable predictions and infers precise, real-time location. It creates highly accurate digital models that mirror the physical world.
TEOM is the engine driving next generation situational intelligence in high-growth industrial sectors such as manufacturing, logistics, defense/first responders, and telecommunications.
In addition, the platform will become a tool of choice for leading consultancies advising their industrial clients
Len Schuch - CEO - TEOM