Ashigo Research
We publish technical work on the specific challenge of deploying AI in operational technology — the networks that run power plants, water systems, and manufacturing floors. Safety-critical environments demand rigour that general AI research rarely provides.
The problems we study are not theoretical. They come from the engineers who keep power on, water clean, and industrial processes running — systems that cannot afford to be wrong.
Every claim is grounded in concrete system behaviour and measurable threat surfaces. We do not speculate about risks we have not modelled.
Our frameworks emerge from direct work with OT protocols, historians, and SCADA — and the regulatory context (NERC CIP, IEC 62443, NIS2) operators navigate daily.
Security research that matters to critical infrastructure should be readable by the people who operate it — not locked behind a paywall or a subscription.
Upcoming publications will cover anomaly detection in historian time-series under differential privacy, adversarial robustness in OT-context agents, and formal methods for capability bounding in agentic systems. Write to us at research@ashigo.com.