Research
Grounded in physics. Driven by research.
VixSiren is a deep-tech company first. Our approach is built on physical law and explainable intelligence — and we’re open about our thinking as we build.
What we work on
Four problems worth getting right.
Physics-grounded detection
Anchoring trust in the immutable laws of the grid — not in credentials that can be stolen or forged.
Explainable AI for OT
Intelligence an operator and a regulator can both read and audit. Transparency as a first principle.
Cyber-physical resilience
Keeping the physical system stable through attack and fault alike — the grid never destabilizes.
Autonomous, safe countermeasures
Neutralizing an attacker’s influence without ever taking control of the grid. Defense, never actuation.
Public roadmap
From validated MVP to the field — and beyond.
Phase 1
Foundation
Core platform built and validated end-to-end against a high-fidelity grid. The hard problem — solved and demonstrated.
Phase 2
Field pilot
Production hardening and a first live deployment at a real substation — proving the platform on real grid hardware.
Phase 3
Certification
Standards certification (IEC 62443 · NERC CIP · ERC Kenya) that unlocks procurement by utilities and regulators.
Phase 4
Scale
Across substations and grids — Africa first, then the Middle East, Asia, and beyond.
Research collaboration
Engage with our school of thought.
VixSiren is built on a distinct point of view — that the grid is best protected by safeguarding its physical influence, not its perimeter. We’re early, and we haven’t published papers yet. But if that thinking resonates and you’re a researcher, academic, or engineer who’d like to explore a collaboration, we’d genuinely like to talk — reach out through the research channel on our contact page.
Talk to us about research