Laplacian
Physical AI, built for the real world

Any robot. Any site. One intelligence.

One intelligence layer above every robot, at every site.

Laplacian builds the robot-agnostic Physical AI platform for fully autonomous warehouses and factories — intelligence that lives above the robots. Not AI demos. Not isolated robots. A continuously evolving infrastructure that deploys, learns, orchestrates, and scales across real industrial environments.

Robot-agnostic by design
USA · Korea
The Problem

Most robotics focuses on the robot.
Industry needs the system.

Demos don't run facilities. The missing layer is the system above the robots.

Where the field is today
Individual robot demos
  • Foundation models and manipulation policies
  • Humanoid demonstrations and prototype deployments
  • Per-robot intelligence without operational infrastructure
→
must
become
What real autonomy requires
System-level infrastructure
  • Operational coordination across heterogeneous fleets
  • Runtime reliability for 24/7 unmanned operation
  • Continuous learning from real-world deployment data
  • Command & control: orchestration plus recovery from real-world failures

A warehouse is not a single robot problem. It is a system-level autonomy problem.

Our Answer
The Laplacian Platform

One stack that runs the whole facility.

AI Core learns, Robot OS runs the robot, Cloud turns operation into learning, the Data Hand feeds them all with real-world data, and the Control Plane commands the whole facility.

Explore the stack →
Physical AI Flywheel

Deployed robots generate data.
Data improves the system.

Physical AI is fundamentally powered by real-world operational data. Every robot deployed through our platform continuously generates data from live industrial environments — and that data continuously improves the entire autonomy stack.

Real-world operational data
Trajectories, perception streams, failure cases, recovery behaviors from live sites.
Continuously improving AI
Models generalize further, policies grow more robust, world models sharpen.
Greater autonomy
More task variations, more recoveries, longer unattended operation.
Compounding intelligence
The flywheel accelerates as the fleet scales.

Deployment is no longer the end of learning. Deployment becomes learning.

Laplacian
Compounds
every cycle
Deploy
Collect
Learn
Improve

Build the infrastructure for full autonomy with us.

We're a small, senior team building the Physical AI infrastructure for fully autonomous facilities. If that's your kind of problem, we should talk.