Scout AI
Scout AI develops Fury, a proprietary Vision-Language-Action foundation model that autonomously coordinates unmanned defense robotics across air, land, sea, and space for the U.S. Department of Defense.
- Company typePrivate
- Founded2024
- HeadquartersSunnyvale, United States
- Headcount51–100
- GTM typeB2B
- OfferingSoftware
What Scout AI does
Scout AI is a U.S. defense-technology company founded in 2024 and headquartered in Sunnyvale, California that builds "Fury," a Vision-Language-Action (VLA) foundation model serving as an autonomous "AI brain" for coordinating unmanned systems across air, land, sea, and space domains. Fury is architected as a layered system with a 100+ billion parameter model handling mission planning that delegates to smaller models executing as independent agents on ground and airborne platforms. The platform is platform-agnostic, runs on commercial off-the-shelf hardware, operates in GPS-denied and communication-denied environments, and uses vision-based passive sensing (a single RGB or thermal camera) to eliminate dependence on active sensors such as LIDAR or radar. A sub-product called "Ox" provides autonomous vehicle orchestration for mixed fleets and logistics missions, while a natural-language protocol enables robot-to-robot coordination and swarm behavior.
Scout AI's entire customer base is the U.S. Department of Defense, with active engagements spanning DARPA, the U.S. Army Applications Laboratory, and U.S. Army program offices. As of April 2026 the company has booked $11 million in military technology development contracts across four DoD awards and won the Army's xTechOverWatch competition among over 600 submissions; it is also one of three vendors on a $15.5 million Army UxS Autonomy initiative (with Overland AI and Forterra) developing autonomous driving kits for the Infantry Squad Vehicle. Revenue mechanics rely on government contracting pathways — Other Transaction Authorities, SBIR awards, and competitive programs — with future licensing of the Fury foundation model to defense primes and integrators anticipated.
The company was founded by Colby Adcock (CEO, former investment banker) and Collin Otis (CTO, former Kodiak Robotics engineer) and has raised $115 million across a $15M seed round in April 2025 (led by Align Ventures and Booz Allen Ventures) and a $100M Series A in April 2026 (co-led by Align Ventures and Draper Associates, reported as the largest U.S. defense-tech Series A to date). As of April 2026 Scout AI had 34 employees, an active hiring pipeline of 15+ open roles across AI research, electrical/firmware engineering, business development (including a Director-level Air Dominance hire), and mission operations, plus field operations in Paso Robles, California for drone flight testing and forward-deployed engineering.
Scout AI firmographics
Firmographics- Name
- Scout AI
- Legal name
- Scout AI
- Website
- https://scoutco.ai
- Company type
- Private
- Founded year
- 2024
- Operating status
- Operating
- Headcount range
- 51–100 employees
- Short description
- Scout AI develops Fury, a proprietary Vision-Language-Action foundation model that autonomously coordinates unmanned defense robotics across air, land, sea, and space for the U.S. Department of Defense.
- Ownership category
- akta.pro rank
Scout AI industry classification
Industry- Product category
- Defense Robotics AI
- NAICS
- Search, Detection, Navigation, Guidance, Aeronautical, and Nautical System and Instrument Manufacturing (334511)
- SIC
- Search, Detection, Navagation, Guidance, Aeronautical Sys (3812)
- akta.pro primary industry
- Autonomous Defense Systems (AI/ML, Swarming, MUM-T) (IMABAOAI)
- akta.pro secondary industries
- Autonomy Software, AI & Mission Management (UAS/UXV) (IMABAIAH), Unmanned Ground Vehicles (UGV) & Autonomous Land Platforms (IMABAIAD), Agents & Autonomous Workflows (Tool Use, Planning, Multi-Agent) (HDAAACAF)
Keywords
Where Scout AI is headquartered
LocationHeadquarters
- HQ city
- Sunnyvale
- HQ country
- United States
- HQ region
- North America
Offices2 records
Markets served
Scout AI business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Infrastructure, Operations, Marketing or Sales
Revenue model
- Department of Defense Contracts: Scout AI generates revenue through U.S. Department of War contracts including DARPA and Army Applications Laboratory. The company has booked $11 million in military technology development contracts. Additional contract opportunities through programs like Army UxS Autonomy initiative and Infantry Squad Vehicle autonomous driving kit development.
- Defense Autonomy Systems: Future revenue expected from licensing Fury foundation model and autonomous vehicle orchestration technology to defense contractors and military services for integration into existing and new unmanned platforms.
Go-to-market motion2 records
Distribution channels3 records
Marketing channels4 records
Scout AI product offering
Product offeringCore offering
Scout AI develops and sells the Fury Vision-Language-Action (VLA) foundation model — an AI "brain" that lets operators command fleets of heterogeneous unmanned ground and aerial systems via natural language, coordinating autonomous actions across air, land, sea, and space domains. The companion Ox orchestrator translates high-level commander intent into structured JSON instructions native to each vehicle's API, enabling mixed fleets to operate in GPS-denied and communications-denied edge environments.
Product overview
Scout AI offers a unified platform centered on its Fury foundation model for defense robotics. Fury serves as the core AI brain that coordinates unmanned systems across all domains (air, land, sea, space) through natural language commands. The platform includes Ox, an autonomous vehicle orchestrator that handles interoperability with heterogeneous robotic assets. The system uses Vision-Language-Action (VLA) technology, enabling operators to command fleets via voice, text, or map inputs while robots communicate via natural language protocols. The platform is designed to be lightweight, modular, and hardware-agnostic, built from commercial off-the-shelf components, supporting self-improving capabilities at the tactical edge.
Differentiator
Problem solved
Functional benefit
Products and services
- Fury A first-of-its-kind Vision-Language-Action (VLA) foundation model for multi-domain defense robotics. Fury serves as an AI brain and collaborative mission partner that lets warfighters command fleets of heterogeneous unmanned systems (ground, air, sea, space) via natural language and enables robot-to-robot communication via shared language protocols for swarm coordination.
- Ox Autonomous Vehicle Orchestrator Command-and-control software that functions as an agentic interoperability layer, translating natural language mission commands into structured JSON instructions native to each vehicle's API. Enables mixed fleets of unmanned systems to operate in degraded communications and edge environments without modifying underlying flight controllers or autonomy software.
Quantifiable outcome
- 100+ billion parameter model for mission planning
- +3 more outcomes
Companies that use Scout AI
Customer profileNamed customers3 records
Segments1 record
Ideal customer profiles1 record
Scout AI technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
AI capability8 records
Feature8 records
Scout AI partnerships and signals
Strategic signalPartnerships
Four partnerships are on record, tiered core.
- DARPAcoreOne of Scout AI's military technology development contract clients, providing funding for autonomous systems and AI development for warfare applications.
- Hendrick Motorsports Technical SolutionscorePartnership to develop the NOMAD unmanned ground vehicle platform automated by Fury. Hendrick Motorsports provided the vehicle platform for Scout AI's demonstration at the Army's xTechOverWatch competition.
- U.S. ArmycoreAwarded Army UxS Autonomy contract and part of $15.5 million initiative (with Overland AI and Forterra) for Infantry Squad Vehicle autonomous driving kit development. xTechOverWatch competition winner.
- U.S. Department of Warcore$11 million in contracts booked with the Department of War for defense AI and autonomous military vehicle technology development. Primary government customer.
Scale indicators4 records
Recent moves7 records
Expansion highlights6 records
Scout AI competitors and assessment
Company assessmentDirect peers
- Anduril Industries: Anduril builds AI-powered autonomous defense systems (Lattice OS, Ghost UAV, Roadrunner) across air, land, and sea. It is the most direct competitor to Scout AI in delivering foundational AI autonomy for U.S. military unmanned platforms and has substantially more capital and deployed product.
- Shield AI: Shield AI develops Hivemind, an AI autonomy stack for unmanned aerial systems (notably V-BAT), directly competing with Scout AI's Fury as a foundation-model approach to defense robotics. Both target DoD programs of record for autonomous teaming.
- Overland AI: Overland AI builds autonomous ground vehicle technologies for military applications and is co-awarded on the Army UxS Autonomy / Infantry Squad Vehicle autonomous driving kit contract alongside Scout AI. It is the most direct near-term competitor in ground autonomy for the DoD.
- Forterra: Forterra develops autonomous driving systems for defense and industrial applications and was the third co-awardee on the $15.5M Army UxS Autonomy initiative. It overlaps with Scout AI on autonomy for ground-based military platforms.
- Skydio: Skydio is a leading U.S. autonomous drone manufacturer supplying the DoD and other federal agencies. While primarily a hardware OEM, its autonomy software stack competes with Scout AI's platform-agnostic approach for autonomous small-UAS missions.
Broad incumbents
- Palantir Technologies: Palantir provides AI-driven defense and intelligence software platforms (Gotham, AIP) deeply embedded across the DoD. It competes with Scout AI at the higher command-and-control and decision-support layer where foundation-model autonomy intersects with mission planning.
Emerging players
- Saronic Technologies: Saronic builds autonomous surface vessels for the U.S. Navy, overlapping with Scout AI's multi-domain (sea) ambitions. It is a well-capitalized emerging defense autonomy player with comparable funding trajectory.
- Rebellion Defense: Rebellion Defense builds AI-driven software for defense and national security, including autonomy and decision-support tools across air, sea, land, space, and cyber domains. It shares Scout AI's broad-domain ambition and DoD-focused go-to-market.
- Applied Intuition: Applied Intuition provides simulation and autonomy infrastructure for autonomous vehicles, with growing defense business. It is adjacent to Scout AI's foundation-model autonomy stack via shared tooling for simulation-based training and edge deployment.
Others
- Booz Allen Hamilton: Booz Allen Hamilton is a major federal defense services prime and parent of Booz Allen Ventures (a Scout AI investor). It is an enabling ecosystem participant — both a strategic channel partner and a broader incumbent whose work on defense AI overlaps thematically with Scout AI's mission.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat6 records
Key risks6 records
Key highlights7 records
Customer concentration
Scout AI social profiles
Digital presenceScout AI financial estimates
Financial estimateRevenue estimate
Valuation estimate
Scout AI leadership team
Management profileNumber of profiles
Profiles2 records
Scout AI funding detail
Funding detailFunding overview
Funding rounds6 records
Investors21 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Scout AI M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about Scout AI
What does Scout AI do?
Scout AI develops and sells the Fury Vision-Language-Action (VLA) foundation model — an AI "brain" that lets operators command fleets of heterogeneous unmanned ground and aerial systems via natural language, coordinating autonomous actions across air, land, sea, and space domains. The companion Ox orchestrator translates high-level commander intent into structured JSON instructions native to each vehicle's API, enabling mixed fleets to operate in GPS-denied and communications-denied edge environments.
Is Scout AI a public or private company?
Scout AI is a private company. It is classified as venture growth investor backed and is currently operating.
When was Scout AI founded?
Scout AI was founded in 2024. It employs 51 to 100 people.
Where is Scout AI based?
Scout AI is headquartered in Sunnyvale, United States, in the North America region.
How does Scout AI make money?
Two revenue lines are on record. Department of Defense Contracts are the primary driver. The others are defense Autonomy Systems.
Who are Scout AI's main competitors?
Direct peers on record are Anduril Industries, Shield AI, Overland AI, Forterra and Skydio. Palantir Technologies is listed as a broad incumbent. Emerging players are Saronic Technologies, Rebellion Defense and Applied Intuition. Booz Allen Hamilton is listed as an others.
Does Scout AI have an API?
No public API is recorded for Scout AI.
What industry is Scout AI in?
Scout AI's product category is Defense Robotics AI. Its primary akta.pro industry code is IMABAOAI, Autonomous Defense Systems (AI/ML, Swarming, MUM-T), with a secondary code of IMABAIAH, Autonomy Software, AI & Mission Management (UAS/UXV). Its NAICS code is 334511 and its SIC code is 3812.