One software plane. Many sensors, many actuators, one embodied system.
PALVO orchestrates physical AI for industrial scenarios — from foreign-object-debris response on the airfield to flexible manufacturing on the factory floor.
Platform Thesis
The hard part of physical AI is not one robot.
It is making many sensors and actuators — different vendors, different rates, different failure modes — act as one system, in real time, under safety constraints. That is the problem PALVO exists to solve.
What PALVO Is
An orchestration layer for embodied industrial systems.
PALVO does not sell one robot. It is the software that turns a heterogeneous mix of cameras, radars, LiDAR, and actuators into a single coordinated machine.
The problem
Real deployments are not a single robot. They are fleets of sensors and actuators that must act as one coherent system.
What PALVO provides
A unified perceive → reason → act → supervise loop that orchestrates many channels at once, with an LLM co-pilot for industrial decisions.
Why it matters
The embodiment changes — an airfield AGV, a manufacturing cell — but the orchestration stack stays portable. Build once, redeploy across verticals.
The PALVO Stack
Five capabilities. One orchestrated loop.
PALVO = Perception, Action, Language, Visualization, Orchestration — with Language as an LLM-based co-pilot for industrial reasoning.
Perception
Fuse cameras, mmWave radar, LiDAR, IR and process signals into one structured world state.
Action
Drive many actuators — bases, arms, end-effectors, field devices — through one interface.
Language co-pilot
An LLM reasons over fleet state and operator intent for prioritization and exception handling.
Visualization
Live digital twin, teleoperation, replay, explainability, and a full audit trail.
Orchestration
Coordinate many sensors, actuators, and units into one safety-bound system in real time.
Flagship Vertical · Airfield FOD
Foreign-object debris: orchestrated detect-and-remove.
Every fielded market-leading system only detects, then waits for a human crew and a runway closure. PALVO closes the loop.
Status quo — detect only
Detect, then wait.
- Fixed towers detect debris but cannot remove it
- A human crew is dispatched to retrieve each item
- The runway closes — every minute is lost capacity
With PALVO — closed loop
Detect, remove, verify — autonomously.
- Sensor fusion + world-model deviation detection flags debris
- A material-adaptive AGV removes and verifies each item
- Operates in movement gaps — no scheduled closure
Second Vertical · Flexible Manufacturing
Same loop. Different sensors, different actuators.
A flexible manufacturing cell mixes inspection cameras, robot arms, conveyors, and PLCs — reconfigured per product run. PALVO orchestrates them as one system, so the line adapts without re-engineering the control stack.
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Micron-scale AI inspection
Microscope-based defect, crack, and contamination detection at high magnification.
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Reconfigure per run
No hard-coded, brittle integrations that break on every changeover.
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Edge-first
Local perception and policy — data stays on site, latency stays low.
Inspection cameras, depth, force/torque, process telemetry
World model flags defects; LLM co-pilot routes work
Robot arms, conveyors, PLC actuators driven in concert
Reconfigure per product run — no stack rewrite
Positioning
A physical-AI vertical solution provider — not a foundation-model lab.
Being clear about what we do not do is what keeps the focus, and the moat, sharp.
What we are
Physical world model
AI that understands physics and causality and makes autonomous decisions in the real world — not text prediction.
Edge-first AI
Local, real-time inference with no hard dependence on the cloud — protecting data security and latency on site.
Zero-shot generalization
Adapts to new industrial scenes without massive task-specific data collection or retraining.
What we are not
Not a general LLM
We do not compete on parameter count or raw compute.
Not a robot OEM
We orchestrate hardware; we are not a pure hardware maker.
Not pure-research software
Every capability targets a paying industrial scenario.
Where We Are
Building in the open, honestly.
PALVO is an early-stage, independent company. Our trust currency today is standards alignment, real prototypes, and transparent milestones — not borrowed logos.
HK Science Park incubation
PALVO's foothold for the Phase 1 FOD proof-of-concept and early engineering build-out.
Standards-aligned by design
FOD work is architected to FAA AC 150/5210-24 & 150/5220-24, 14 CFR 139.305, ICAO Annex 14, and EUROCAE ED-235/ED-83.
IP-first
Core orchestration and world-model detection methods are being protected through active patent filings.
Let's prove it in your scenario.
Whether you run an airfield, a production line, or an investment thesis in physical AI — we'd like to show you PALVO in motion.