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Overland AI

Category: Robotics / Embodied AI

A high-speed autonomous ground vehicle software and hardware stack designed for off-road navigation in complex, contested, and GPS-denied environments. Overland AI was founded in 2022. The company is led by Byron Boots. Based in Seattle, USA. Team size: 101-500. Total funding raised: $142M. Latest round: Series B. Key investors include 8VC, Point72 Ventures, Madrona, Shasta Ventures, Pioneer Square Labs, Voyager Capital, Cubit Capital, Ascend Venture Capital, Overmatch Ventures, Valor Equity Partners, StepStone Group, TriplePoint Capital.

AMW Analysis

Overland AI develops an autonomous ground vehicle software and hardware stack for high-speed off-road navigation in complex, GPS-denied environments. Founded in 2022 and based in Seattle, the company has raised $42.5M in total funding prior to its latest round. In February 2026, Overland AI raised $100M in a round led by 8VC to scale its autonomous ground systems for the U.S. military. The funding follows three years of DARPA RACER testing and aims to double manufacturing for the ULTRA tactical vehicle and integration kits. The company is deploying its OverDrive software and ULTRA vehicles into active units like the 82nd Airborne, signaling a transition from pilot programs toward operational deployment of attritable land fleets for high-risk missions such as breaching and resupply in contested terrain.

AMW analysis, generated from 6 tracked news signals.

Founded
2022
Headquarters
Seattle, USA
Team size
101-500
Total funding
$142M

Value proposition

Enables reliable, high-speed autonomous mobility in unstructured, unmapped terrain where traditional GPS-dependent systems fail, significantly reducing risk to personnel during high-threat missions.

Products and solutions

OverDrive: A vehicle-agnostic, proprietary ground autonomy software stack., OverWatch: One-to-many autonomous asset orchestration / C2 platform with open API., SPARK: A modular hardware upfit kit for rapid integration of autonomy into existing vehicle fleets., ULTRA: A purpose-built, fully autonomous tactical uncrewed ground vehicle (UGV)., Modular Mission Payloads: Integrated UAS for reconnaissance, counter-UAS, and autonomous breaching systems.

Unique value

Specializes in high-speed (up to 45 mph) off-road autonomy in 'unseen' environments without relying on GPS or pre-existing maps, a capability that traditional urban-focused AVs cannot match.

Target customer

U.S. Department of Defense (Army, Marine Corps, SOCOM), National Security agencies, and emergency response organizations (e.g., CAL FIRE).

Industries served

Defense & National Security, Robotics & Autonomous Systems, Emergency Response & Public Safety, Heavy Industry (Mining/Agriculture potential)

Technology advantage

Utilizes advanced reinforcement learning and imitation learning to provide 'human-like' intuition for terrain navigation. Employs passive sensing (LiDAR and stereo cameras) to operate in contested environments without emitting detectable signals.

How they differentiate

Specializes in high-speed (up to 45 mph) off-road autonomy in unstructured, unmapped, and contested environments without relying on GPS or pre-existing maps, utilizing a proprietary software stack (OverDrive) and command-and-control interface (OverWatch).

Main competitors

Forterra (formerly Robotic Research), Anduril Industries, Kodiak Robotics (Defense Division), Shield AI

Key partnerships

DARPA (completed RACER program), U.S. Army & Defense Innovation Unit (DIU) - Robotic Combat Vehicle (RCV) program, U.S. Marine Corps - APFIT ~$20M production contract for autonomous ground vehicles (2026), CAL FIRE (wildfire response testing), Operational unit partners: 82nd Airborne, 1st Cavalry Division, 173rd Airborne Brigade, 36th Engineer Brigade, 2nd Marine Logistics Group

Notable customers

U.S. Army, U.S. Marine Corps, SOCOM, DARPA, Defense Innovation Unit (DIU), CAL FIRE

Major milestones

Winner/completed DARPA RACER program for high-speed off-road autonomy, Awarded an $18.6M ceiling prototype contract by DIU for Robotic Combat Vehicle (RCV), Raised $32M Series A led by 8VC (Jan 2025), Raised $100M Series B led by 8VC (Feb 2026); total funding ~$142M, First ground autonomy company to prime a U.S. military production contract: ~$20M APFIT award for U.S. Marine Corps AGVs (Jun 2026), Opened Burlingame, CA engineering office (Aug 2026)

Growth metrics

Scaled to 100+ employees and ~$142M raised; completed DARPA RACER; first ground-autonomy firm to prime a USMC production OTA (~$20M APFIT, 2026); Seattle manufacturing facility plus Burlingame engineering office.

Market positioning

Specialized defense technology leader in autonomous ground vehicle (UGV) software for complex off-road terrain.

Geographic focus

United States (primarily U.S. Department of Defense and National Security agencies).

Patents and IP

Proprietary IP stack (OverDrive) developed as a spin-out from the University of Washington’s Robot Learning Lab; specific patent filings are typically held as trade secrets or under defense-related IP protections.

About Byron Boots

Byron Boots is a world-renowned expert in robotics and machine learning. He is currently an Amazon Endowed Professor at the University of Washington's Paul G. Allen School of Computer Science & Engineering, where he directs the Robot Learning Lab. His industry pedigree includes serving as a Principal Research Scientist at NVIDIA and a Research Scientist at Waymo (Google's self-driving project). He holds a Ph.D. in Machine Learning from Carnegie Mellon University.

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