Physical-world models for robotics and hardware intelligence.
Ontos gives robots and hardware systems a structured understanding of physical space: what is present, where it is, how objects relate, what has changed, and what can happen next.
Systems for machines that need to understand, reason, and act.
Ontos is a physical AI and robotics research company developing systems that help machines understand, reason about, and operate in the real world.
Our work spans world reasoning models, spatial intelligence, robot learning, machine communication, and verification of physical tasks. Through P37 Neuro, Sense, Verify, and UMP, we are building infrastructure for intelligent machines across different robot bodies and environments.
A working stack for physical intelligence.
From machine communication to perception, learning, and verification, each project addresses a different part of how robots understand and operate in the physical world.
P37 Neuro
Intelligence across robot bodiesA research and engineering program connecting perception, task context, embodiment, and action.
EXPLORE RESEARCH ↗02 PHYSICAL CONTEXTSense
Live state into useful contextTransforms live machine state into structured physical context and current capability.
EXPLORE PROJECT ↗03 MACHINE VERIFICATIONVerify
Evidence for machine-executed workIndependent verification and settlement infrastructure for work completed by machines.
VIEW PACKAGE ↗04 OPEN PROTOCOLUMP
Universal Machine ProtocolA manufacturer-neutral protocol built as a testbed for Ontos world models. It supports shared robot identity, capabilities, live state, and bounded coordination.
EXPLORE PROJECT ↗