Human-centered autonomy
Outonomous is building the modular autonomy platform for the world's existing and future vehicles. Every deployed vehicle becomes a real-world Physical AI node that can see, decide, act, and learn.
The People
Founder · AI Pioneer
Building in AI since 2004. Correctly predicted all three AI waves before they arrived. Operating background across Amazon and Microsoft.
A polymath builder across AI systems, autonomy, product, perfume, martial arts, calligraphy, language, and endurance, Omar founded Outonomous from a personal mission shaped by years of taking long grueling trips to bring his mother heart medicine.
Toyota Professor of AI & Robotics · Voxel51 Co-Founder
Toyota Professor of AI and Robotics. Chief Scientist and co-founder of Voxel51, a leading visual AI platform used by major organizations including Google, Microsoft, Porsche, GM, Medtronic, and Walmart.
Visual AI
MIT · Guggenheim Fellow · Wilhelm Exner Medal Winner
One of the world's leading scientists. Wilhelm Exner Medal recipient, Guggenheim Fellow, National Academy of Inventors Fellow, and AIMBE Fellow. He has created multiple fields with his research. Holder of 30+ patents, h-index of 98, with founder-to-IPO experience through 3-D Matrix in Japan, which traded as the most active stock on the Tokyo Stock Exchange.
30+ Patentsh-index 98We're assembling a team obsessed with safe autonomy at world scale: engineers, researchers, and operators across hardware, software, and data.
See what we stand for →The Problem
Most autonomy efforts depend on new vehicle programs, limited fleets, closed stacks, and simulation-heavy training loops. But the world already has 1.6 billion vehicles. The real opportunity is to turn the installed base into the deployment layer and the data layer for Physical AI.
Vehicles already on Earth
Real-world edge cases
Platform to connect them
The Platform
Outonomous combines modular hardware, autonomy software, vehicle integration, and real-world data infrastructure to help vehicles perceive, decide, and act across real operating environments. This is not a retrofit kit. It's a modular autonomy architecture.
The Data Network
Roads, weather, fleet behavior, edge cases, vehicle dynamics, and operating environments create the data Physical AI needs. Outonomous turns deployed vehicles into a real-world learning network that simulation alone cannot fully capture.
Surface, signage, geometry
Rain, fog, glare, ice
Flow, density, edge cases
Routes, patterns, dynamics
Perceive the real world
Reason in real time
Control the vehicle
Improve from every mile
Why Now
Vehicles are the largest installed base of physical machines on Earth. The company that connects autonomy to the existing vehicle base can define one of the largest Physical AI platforms in the world.
Mission
Outonomous exists to accelerate safe autonomy across the world's vehicles, not just premium vehicles, robotaxi fleets, or new platforms. The goal is simple: make intelligent mobility available at global scale.
Whether you're an engineer, researcher, operator, or investor — if you believe safe autonomy should reach every vehicle on Earth, we should talk.
Let's build the future together