Verso Industries is creating the new, essential category of Operational AI. We build the "Master Engineer" for the physical world, deploying high-fidelity, physics-informed AI simulators built on our proprietary Hierarchical Spatial Memory Network (HSMN) architecture.
The physical world is not a language model.
Traditional AI hallucinates. In a chat window, it's annoying. In a refinery, it's catastrophic.
Real-world failure data is rare. Deep Learning starves without billions of examples.
Cloud-dependent models expose critical infrastructure to external threats.
We are not building a better Librarian. We are building the Master Engineer.
Our architecture is memory-bound, not compute-bound, liberating us from the GPU monopoly.
Verso delivers Sovereign AI. The "Math That Works" with interpretability.
Our architecture runs on commodity CPUs inside your secure perimeter.
Our models require no internet connection. The "Brain" runs locally.
We provide interpretability, not black-box statistics.
The HSMN Platform is built on three pillars of innovation, achieving linear O(n) scaling.
We do not curve-fit data; we learn physics. Our Time Crystal Block utilizes Symplectic Integration to ensure digital twins are constrained by the conservation of energy.
Simulation without action is merely observation. The KalmanBlock fuses noisy sensor data, while the MPCController selects the optimal intervention path.
For Materials Science, we deploy a Continuous-Time Quantum Walk (CTQW) framework to simulate molecular interactions with linear scalability.
Linear O(n) Scalability vs Traditional O(n²)
We do not pitch features; we diagnose a terminal condition in the client's current technological roadmap. Verso Industries delivers the "Math That Works."