The Platform
One orchestration stack. Any embodiment.
PALVO is the software that coordinates many sensors and many actuators into a single, safety-bound system — perceiving the scene, reasoning about what to do, acting, and supervising itself. Build once; redeploy across verticals.
How It Runs
One loop, orchestrating many sensors and many actuators.
Dozens of sensing and actuation channels, running at different rates, must converge on one safe action. PALVO closes that loop continuously.
Perceive
Many sensors — EO, mmWave, LiDAR, IR, process — fuse into one structured world state.
Reason
The world model predicts; the LLM co-pilot sets priorities and the VLA policy proposes the next action.
Act
The action is dispatched across many actuators — bases, arms, end-effectors — in coordination.
Supervise
A safety monitor gates every action; visualization and audit keep the operator in the loop.
The PALVO Stack
Five capabilities. One orchestrated loop.
PALVO = Perception, Action, Language, Visualization, Orchestration.
Perception
Fuse cameras, mmWave radar, LiDAR, IR and process signals into one structured world state across every sensor.
Action
Drive many actuators — bases, arms, end-effectors, field devices — through one policy and motion interface.
Language co-pilot
An LLM reasons over fleet state and operator intent: prioritization, exception handling, natural-language ops.
Visualization
Live digital twin, teleoperation views, replay, explainability, alarms, and a full audit trail.
Orchestration
Coordinate many sensors and actuators — and many units — into one coherent, safety-bound system in real time.
How It Ships
Cloud brain. One on-prem runtime — a chip or an edge server.
PALVO ships as a cloud control plane plus one on-premise runtime that scales from an embedded chip to an edge server — two points on one distributed-inference spectrum, chosen per site.
PALVO Cloud · Control & learning plane
Fleet orchestration, LLM decision co-pilot, model registry, simulation, digital twin, telemetry, and remote operations. The cloud improves the models; the on-prem runtime delivers the actions.
PALVO Chip
Embedded runtime
System-on-module / accelerator for sensor IO, real-time fusion, and actuator control loops.
For cost- and space-constrained units: AGVs, smart fixtures, in-line inspection heads.
Deterministic local execution; phones home to the cloud.
PALVO Edge Server
On-site runtime
Rack or ruggedized GPU server coordinating many sensors, actuators, and multiple units on site.
For facility-scale orchestration: airfield FOD fleets, manufacturing cells, digital twin.
Local supervision with no dependence on a remote loop.
Distributed Intelligence
Many AI models, placed by latency.
PALVO is not one model. It orchestrates many models across a tiered runtime — reflex near the metal, deliberation in the cloud. Reflex and safety never wait on the network.
deterministic
Signal routing
The edge ships compressed semantic state up — "FOD: metal, 0.4 m, bearing 210°" — not raw pixels. Bandwidth and privacy stay on site.
Decision routing & safety override
Faster, lower tiers can always veto slower, higher ones on safety grounds. A reflex overrides a plan — a subsumption hierarchy across models.
Cloud Service
PALVO Cloud: the fleet control plane and decision co-pilot.
One control plane across every on-prem runtime. Partners integrate through APIs and event streams — not point-to-point custom code.
Developer APIs
Expose perception, planning, digital twin, and telemetry as services — model APIs, job APIs, device APIs, and event streams.
LLM decision co-pilot
Operators query and direct fleets in natural language; the LLM reasons over state to prioritize work, handle exceptions, and explain decisions.
Fleet operations
Remote updates, model versioning, health dashboards, logs, replay, and policy rollout across all units.
Learning loop
Simulation, data curation, synthetic generation, evaluation, and policy distillation continuously improve the world model.
Build once, redeploy across verticals.
See how the same orchestration stack powers the airfield and the factory floor.