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Physical AI · the authority layer · in research

Verification at the edge. Before the actuator moves.

In research · not yet deployed on a live fleet

For robots, cobots, AGVs, and drones. The design: classify a structured agent goal, mint a sub-second Authority Token bound to robot identity, verify locally at the edge, fall back safely if anything is wrong — layered on top of your existing safety PLC, not in place of it. The edge verifier (Rust + TypeScript) and offline geofence checks are built and conformance-tested; this work is in research and has not been deployed on a live robot fleet. We’re looking for design partners.

02 · What we own / what you own

We sit above the PLC. You keep the safety stack.

01 · What Intended owns

The authority decision

Intent classification, conformance scoring, policy evaluation, token mint, audit chain — engineered for a sub-second authority decision in the control loop.

02 · What you own

The safety envelope

Your existing safety PLC, e-stops, light curtains, and certified motion limits remain authoritative. We never override a safety stop. We refuse to authorize anything outside the declared envelope.

03 · What we don’t do

We are not the safety system

We don’t replace functional safety. We don’t certify your hardware. We don’t make joint-level motion decisions. We govern at the goal/task level.

04 · What the operator sees

One audit chain per fleet

Every goal accepted or refused — across every robot, AGV, drone, and cobot — is hash-linked into the same immutable audit chain. Replayable in slow time after the fact.

03 · How it’s designed to ship

edge verify
offline · no Intended online required
sub-second
decision latency target
bound to identity
robot/fleet-scoped tokens
fail-safe
refuses, never overrides safety

The edge verifier verifies its RS256-signed edge-authority token fully offline (cached tenant JWKS, zero network on the hot path) and enforces an offline signed geofence. This is research/reference-grade today — it has not been deployed on a live fleet.

04 · Next

Talk to us about your fleet.

Physical AI — Authority Layer for Robots, Cobots, AGVs, Drones | Intended