European Physical AI consultancyFor EU industrial teams whose robotics or vision pilot works — but isn't in production.
The model usually works. We engineer the system around it until it holds in production.
French Government AI Ambassador · Forbes Technology Council · 17+ years — Cisco, Renault-Nissan-Mitsubishi Alliance, ABB
The gap is architectural, not algorithmic — and it is closable by design.
How we engage
Three engagements, one path from a promising pilot to a dependable production system.
One system evolving through four states: unassessed pilot, diagnosed architecture, built and validated system, operated fleet.
Not a directory of icons — the vehicle, the factory and the charging site, each shown as the Physical AI system it actually is.
Connected vehicles. EV charging. Software-defined vehicles. Real-time perception and edge inference.
Led NissanConnect Services across 39 countries. Built Auralink, a private pre-production reference implementation, from the ground up. Vectis AI: a vehicle intelligence platform running on the same stack.
Physical AI on the factory floor. Predictive maintenance, vision inspection, autonomous material handling, process optimisation.
ABB-adjacent industrial programs. Physical AI Stack (arXiv preprint) designed specifically for AI-native physical infrastructure.
EV charging networks, grid intelligence, demand forecasting, and asset health for producers and infrastructure operators.
Auralink: a pre-production EV-charging reference implementation. Cross-over work between mobility and grid domains.
This is measurement-and-feasibility work, not a finished product. Every number below is labelled measured, simulation or dry-run — and what is not yet measured is stated plainly.
Built and owned by Hyperion to prove the method — not external client deployments.
Hyperion is led by an engineer who has shipped production systems at global scale for seventeen years — and builds physical-AI systems the same way.
Cisco → RNM Alliance → ABB → Hyperion
Built production systems at
Startups advised
Governments, research labs, and industry bodies.
