Autonomy is only worth deploying if it's worth trusting.
SentiaCore is built around a simple premise: an autonomous system operating near people and physical danger has to be more conservative than a cautious human, not less — and a human has to be able to stop it, always, no exceptions.
A deterministic gate
Every proposal — whatever produced it — passes through a fixed set of rules before a robot acts. No model, no randomness decides whether an action is allowed.
Legible decisions
When the gate blocks something, it states the reason in terms a commander can read and act on — never a silent refusal.
Rules earned by real cases
Each safety rule exists because a specific situation demanded it, and is reviewed before it governs a live robot — the gate grows through scrutiny, not guesswork.
An override that sits outside the loop
The emergency stop is wired beneath the reasoning system, not routed through it — it works even in a failure mode the reasoning layer itself never anticipated.
A commander is never a spectator to their own mission.
Every plan SentiaCore proposes renders as a readable card before it runs — what it will do, what it's trading off, and what rehearsing it against the alternative showed. A commander can approve, override, or stop at the plan level or reach straight for the emergency stop. Neither path is ever closed off by the system running smoothly.
- Nothing autonomous is invisible — if a robot is about to act, there's a card for it.
- Approval and override are symmetric: it's exactly as easy to stop a plan as to start one.
- Every incident is recorded for review, not just the ones that went wrong.
The system is honest about what it doesn't know.
A confirmed hazard, a forecast hazard, and an unsensed space are kept as three distinct kinds of knowledge inside SentiaCore's belief of a scene. Nothing is allowed to borrow the confidence of a category it doesn't belong to — a forecast never gets treated as confirmed, and silence from a sensor never gets treated as an all-clear.
Common questions
No. The stop is wired beneath the reasoning and planning layers, not as a feature of them — it is designed to work even if everything above it fails.