Capability · applied inside an engagement

Physical-AI Safety & Security

The independent boundary for AI that acts in the world — constrain what a model can do, monitor what it does, and fail safe.

Hyperion does not position itself as a general engineering bench. Technical fluency is used to make better product decisions, challenge assumptions, define evidence and coordinate the critical specialists required by the mandate.

Pixel-art scene of a safe-by-design robot cell — safe-stop zones and anomaly detection monitored by a perception layer.

  1. Constrain

  2. Monitor

  3. Fail-safe

  4. Audit

Constrain, watch, fall back safely, and record.

A four-stage pipeline: constrain what the model may do, then monitor what it does, then fail safe on anomaly, then audit every decision.

When AI controls actuators, a model's mistake becomes a physical risk — and a model cannot be its own safety case. The decisions are what the system is allowed to do, what must be observed while it does it, and what happens when it fails. Hyperion owns those decisions and the evidence behind them, and coordinates the specialists who build the boundary, the monitor and the fail-safe.

A deterministic safety monitor, independent of the model; an operating envelope of allowed states and actions; a security perimeter (authentication, model and supply-chain integrity); fail-safe behaviour and emergency stop; and an audit trail, so every decision is observable after the fact.

An independent runtime monitor and constraint checker; operating-envelope and rate limits; emergency-stop paths; model- and supply-chain-integrity verification; threat modelling for AI-in-the-loop systems; structured logging and audit; alignment with functional-safety and AI-governance standards.

Frame a safety and security decision

Designed-in boundary vs bolt-on safety

Safety that's added after the model can't constrain it. The boundary has to be independent.

The monitor disposes; the model only proposes — see the robotics exemplar for the control-loop view.
DimensionDesigned-in boundaryBolt-on safety
PositionIndependent, out-of-band monitorAfter the model
AuthorityHard e-stop / overrideAdvisory only
Relationship to modelConstrains the modelTrusts the model
CoverageEvery layerPer-feature
AssuranceAudit trail; EU AI Act readinessNone