> 300 ms
Warning Time
99%
Accuracy (MAST M9)
< 400 KB
MCU Footprint
Zero OS
Optimized ONNX
Proprietary Architecture
At Seer Labs, we transform complex plasma dynamics into lightning-fast Edge AI. Our proprietary computational pipeline compresses standard ONNX models into highly efficient bare-metal inference engines tailored for the strict hardware constraints of a tokamak environment.
By eliminating the need for cloud compute or heavy operating systems, our architecture runs on industrial microcontrollers with near-zero latency. This delivers robust predictions with >300 ms warning times, successfully validated on real-world MAST M9 datasets.
Custom Hardware Solutions
Every fusion reactor is unique. While our HIL DevKit serves as a free evaluation tool, our core focus is designing and supplying custom embedded hardware solutions tailored to your facility's specific diagnostic sensors, data acquisition systems (DAQ), and form-factor requirements.
Whether you operate a national research tokamak or are a private company building next-generation magnetic confinement systems, Seer Labs delivers bespoke, plug-and-play Edge AI hardware ready for immediate integration.
Beyond Prediction: Full Plasma Control
Disruption prediction is just our first milestone. Seer Labs is focused exclusively on the core challenge of magnetic confinement: real-time plasma stability.
Our ultimate vision is to transition from passive prediction to active, closed-loop full plasma control. We are building the foundational hardware-software architecture that will enable commercial fusion reactors to sustain stable plasma indefinitely.
Step 1: HIL Evaluation DevKit
Evaluate our baseline architecture with a Hardware-in-the-Loop test format. Connect our hardware-locked microcontroller to your testbench, run the publicly available MAST M9 validation datasets, and verify our >300 ms warning time capabilities completely offline.
Free DevKit trained for MAST M9. You cover logistics.
Request DevKit