What EdgeRunner AI does

EdgeRunner AI is a Bellevue/Seattle-based private company founded February 2024 by Tyler Xuan Saltsman (ex-Stability AI Head of SuperCompute, ex-AWS, U.S. Army Veteran) and Colton Malkerson (ex-Stability AI, ex-AWS, Stanford GSB). The company builds air-gapped, on-device domain-specific Small Language Models (SLMs) and larger language models engineered to operate in Denied, Disrupted, Disconnected, Intermittent, and Low-bandwidth (DDIL) environments without cloud or internet access. Its core technology stack includes EdgeRunner Tactical (7B), EdgeRunner Command (7B function-calling), EdgeRunner 20B, and the EdgeRunner 2 family (Light and Medium), all built from American-made open-weight bases (e.g., Gemma 4) using supervised fine-tuning, distillation, DPO/RLHF, and a proprietary EDGE-OPD on-policy distillation method. Layered on top is EdgeRunner WarClaw, a hardened agentic orchestration framework integrating with the Microsoft Office stack. Underlying capabilities include the EdgeRunner Compression pipeline (per-tensor quantization, Quantization-Aware LoRAs), an in-house evaluation platform (Colosseum + Inspect AI) covering 100+ military test sets, and multimodal support for text, vision, and audio.

EdgeRunner's primary go-to-market is the U.S. Department of Defense and intelligence community. The company monetizes through firm-fixed-price defense contracts (e.g., the U.S. Space Force SSC IL-5 deployment via CDAO Tradewinds), Cooperative Research and Development Agreements (CRADAs) with U.S. Army ARL and U.S. Air Force AFRL, and enterprise/public-sector licensing distributed through Carahsoft Technology Corp. and the NASA SEWP contract vehicle. A free EdgeRunner ODIN tier is offered to all DoD/DoW users under terms that explicitly reserve paid tiers for commercial deployment, functioning as a product-led growth and advocacy channel. The company has positioned its platform for additional verticals beyond defense, including manufacturing, transportation, oil & gas, healthcare, and financial services. Pricing for commercial enterprise deployments is quote-based and not publicly disclosed.

The company has raised $17.5M total as of May 2025 ($5.5M seed in July 2024 led by Four Rivers Group, and a $12M Series A led by Madrona Ventures with HP Tech Ventures, Four Rivers Ventures, and Alumni Ventures), has 11-50 employees, and is advised by a Strategic Advisory Board that includes retired 4-star Gen. Andrew Poppas, former Speaker of the House Paul Ryan, former Snowflake CEO Bob Muglia, and former Air Force CIO Lt. Gen. Bill Bender. Hardware integration partnerships span Intel, HP, NVIDIA, and AMD.

Name

EdgeRunner AI

Legal name

EdgeRunner AI, Inc.

Website

https://edgerunnerai.com

Company type

Private

Founded year

2024

Operating status

Operating

Headcount range

11–50 employees

Short description

EdgeRunner AI builds air-gapped, on-device domain-specific Small Language Models and agentic AI for the U.S. military and defense customers, with expansion positioned into manufacturing, healthcare, energy, transportation, and financial services.

Ownership category

akta.pro rank

Product category

Defense AI Software (On-Device Generative AI Platform)

NAICS

Software Publishers (5132), Computer Systems Design and Related Services (5415)

SIC

Services-Prepackaged Software (7372), Services-Computer Integrated Systems Design (7373)

akta.pro primary industry

On-Device/Edge Foundation Models (Mobile/Embedded LLMs) (HDAAACAN)

akta.pro secondary industries

On-Device Inference Runtimes & SDKs (mobile/embedded) (HDAAAJAB), Model Serving, Inference & Deployment Platforms (APIs, Edge/On-Prem) (HDAEANAC)

Keywords

• On-device AI platform
• Defense AI software
• Air-gapped language models
• Military generative AI
• Edge inference software

Headquarters

HQ city

Seattle

HQ country

United States

HQ region

North America

Offices2 records

Markets served

GTM type

B2B

Offering type

Software

Cost components

Personnel, Technology or R&D, Infrastructure, Marketing or Sales, Operations

Revenue model

1. Government defense contracts (firm-fixed-price): EdgeRunner wins direct defense contracts such as the firm-fixed-price contract with U.S. Space Force Space Systems Command to deploy its AI platform into the Space Force's IL-5 environment and develop SFSC-specific agents over a six-month period. Contracts are awarded via the CDAO Tradewinds Solutions Marketplace.
2. Public Sector distribution through Carahsoft: Carahsoft Technology Corp. serves as EdgeRunner's Public Sector distributor, selling the EdgeRunner Athena platform to government buyers through Carahsoft's reseller partners and contract vehicles including NASA SEWP.
3. Free / freemium tier for DoW users: EdgeRunner ODIN is offered as a free version to Department of War users at no cost (and military AI agents in public beta are free for DoD users) as a land-and-expand motion; the Terms of Service explicitly prohibit commercial production use of the free version, reserving paid tiers for commercial deployment.
4. Enterprise / defense software licensing (inferred): Beyond free DoW usage and the Carahsoft public-sector channel, EdgeRunner monetizes its on-device AI platform to defense and enterprise customers (manufacturing, transportation, oil & gas, healthcare, financial services) through enterprise software deployments and contracts such as CRADAs with U.S. Army and U.S. Air Force Research Laboratories. Pricing for these commercial/enterprise deployments is not publicly disclosed.

Pricing tiers

Go-to-market motion1 record

Distribution channels6 records

Marketing channels8 records

Core offering

EdgeRunner AI builds and sells an on-device, air-gapped generative AI platform consisting of proprietary domain-specific Small Language Models and LLMs (EdgeRunner Tactical, EdgeRunner Command, EdgeRunner 20B, EdgeRunner 2 Light/Medium) that run on commodity laptops, mobile devices, vehicles, and tactical edge hardware in DDIL environments without internet or cloud access. The platform bundles built-in RAG, Bring-Your-Own-Model support, and the EdgeRunner WarClaw agentic orchestration layer for autonomous multi-step task execution against Microsoft Office tools. Customers include U.S. Department of Defense agencies (U.S. Space Force SSC, U.S. Army ARL, U.S. Air Force AFRL) and enterprise operators in manufacturing, transportation, oil & gas, healthcare, and financial services.

Product overview

EdgeRunner AI is a single-vendor platform-plus-modules architecture for military and enterprise customers, anchored by the EdgeRunner Platform—an on-device, air-gapped Generative AI runtime that installs on laptops, mobile devices, vehicles, and edge hardware with or without connectivity. The platform hosts a portfolio of proprietary Small Language Models (EdgeRunner Tactical 7B, EdgeRunner Command 7B, EdgeRunner 20B, and the EdgeRunner 2 Light/Medium suite), enables Bring-Your-Own-Model deployment, and bundles built-in RAG, deep-link citations, and portable .mag knowledge archives. Layered on top is EdgeRunner WarClaw, a hardened agentic orchestration layer (built on OpenClaw) that delivers autonomous multi-step execution and integrates with the Microsoft Office productivity stack. Customer-facing solutions include the AI Battle Buddy (validated by U.S. Space Force SSC on top of EdgeRunner Tactical) and EdgeRunner Athena (the public-sector distribution name via Carahsoft). The free consumer/DoW-user distribution is branded EdgeRunner ODIN. Underpinning the portfolio are EdgeRunner's proprietary technology assets: the EdgeRunner Compression pipeline (per-tensor quantization and MOS-specific tuning for up to 7x compression gains), the EDGE-OPD training method (evidence-guided on-policy distillation), and the EdgeRunner Model Evaluation Platform (including the Colosseum pairwise tool) used to benchmark military models across 100+ test sets.

Differentiator

Problem solved

Functional benefit

Brands

• EdgeRunner Athena: EdgeRunner's enterprise/public sector AI platform distributed via Carahsoft.
• EdgeRunner ODIN
• EdgeRunner WarClaw
• AI Battle Buddy
• EdgeRunner Tactical
• EdgeRunner Command

Products and services

• EdgeRunner Platform Unified on-device Generative AI runtime that installs on laptops, mobile devices, vehicles, and edge hardware to run air-gapped SLMs/LLMs (Tactical, Command, 20B, EdgeRunner 2 Light/Medium) with built-in RAG, deep-link citations, portable .mag archives, and Bring-Your-Own-Model support. Targets U.S. Department of Defense users (free), defense contractors, and enterprise operators in manufacturing, transportation, oil & gas, healthcare, and financial services.
• EdgeRunner Athena Air-gapped, domain-specific Generative AI offering distributed to Public Sector buyers through Carahsoft reseller partners and NASA SEWP. Targets federal, state, and local government agencies.
• EdgeRunner 2 (Light 2 and Medium 2) Suite of state-of-the-art on-device military-specialized LLMs built on American-made open-weight bases, trained on 5B unsupervised tokens from official sources, 190B military-relevant tokens, and 3M high-quality Q&A pairs. EdgeRunner Medium 2 matches or exceeds Claude Sonnet 4.6 and GPT 5.5 on six military test sets (combat arms, combat medicine, cyber, ground vehicle maintenance, logistics, field intelligence). Available to military and defense professionals through the DoW trial program.
• EdgeRunner 20B Military-specific 20B-parameter AI model that achieves GPT-5-level task performance on key military tasks while running entirely on-device in DDIL environments. A claimed first-of-its-kind operationalization for the military at the edge.
• EdgeRunner Tactical (7B) 7B-parameter language model engineered specifically for edge deployment, delivering performance on par with Meta's Llama 3-70B at significantly lower resource requirements. Powers the AI Battle Buddy for U.S. Space Force SSC.
• EdgeRunner Command (7B) 7B-parameter Small Language Model designed specifically for function calling and air-gapped workflow execution, enabling autonomous task execution within the EdgeRunner platform.
• EdgeRunner WarClaw Hardened agentic orchestration layer that moves beyond chat and RAG into autonomous multi-step task execution: searches/analyzes databases, interprets intelligence reports, pulls web data, drafts documents and briefings, and integrates with Microsoft PowerPoint, Word, Excel, Teams, and Outlook. Runs locally on servers, workstations, and laptops without internet. Targets U.S. Department of Defense users.
• AI Battle Buddy Offline, air-gapped AI platform built on the EdgeRunner Tactical 7B model that integrates seamlessly with laptops and smartphones. Includes built-in RAG, custom adaptors (LoRAs), advanced motion tracking, and multi-language translation; customizable for infantry, engineering, and other military roles. Validated by U.S. Space Force SSC by ingesting 10,000 PDFs (~300M tokens) to deliver doctrine-grounded SOPs that outperform GPT-4o-mini.
• EdgeRunner ODIN (Free Version) Free version of the EdgeRunner on-device AI software provided under Terms of Service that explicitly prohibits production commercial use, resale, benchmarking competing products, or derivative works. Includes free access for all U.S. Department of War (DoW) users at no cost; serves as the land-and-expand funnel to commercial/enterprise deployments.

Quantifiable outcome

• EdgeRunner Medium 2 matches or exceeds Claude Sonnet 4.6 and GPT 5.5 on six military test sets (combat arms, combat medicine, cyber operations, ground vehicle maintenance, logistics, field intelligence)
• +7 more outcomes

Named customers5 records

Ideal customer profiles3 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

Integration8 records

AI capability15 records

Feature7 records

Partnerships

Eight partnerships are on record, tiered core and flagship.

• Second Front Systems (2F)coreStrategic or Co-development Partner · 1 April 2025Second Front Systems and EdgeRunner AI announced a strategic partnership to field military-grade AI agents at the tactical edge by pairing EdgeRunner's compact, containerized agents with Second Front's Frontier DevSecOps platform, enabling warfighters to run advanced decision-support models on frontline assets (tanks, Humvees, fighter jets, ruggedized laptops) without cloud services.
• Carahsoft Technology Corp.flagshipChannel Partner/ Reseller/ Distributor · 4 February 2025On February 4, 2025, EdgeRunner AI and Carahsoft announced a partnership under which Carahsoft serves as EdgeRunner AI's Public Sector distributor, making the EdgeRunner Athena platform available to the Public Sector through Carahsoft's reseller partners and NASA Solutions for Enterprise-Wide Procurement (SEWP). Carahsoft is also listed as a partner on EdgeRunner's homepage.
• IntelflagshipTechnology or IntegrationPartnered with Intel at CES 2025 to bring EdgeRunner's on-device AI agents to Intel AI PCs. EdgeRunner was featured at Intel Vision 2025 where CEO Tyler Saltsman took the stage with Michelle Johnston Holthaus (CEO of Intel Products) to discuss the partnership and joint work with the U.S. Air Force.
• HPcoreTechnology or IntegrationHP is listed as a technology partner on EdgeRunner's website, indicating collaboration on hardware deployment and AI PC distribution. HP Tech Ventures is also an investor in EdgeRunner, deepening the relationship.
• NVIDIAcoreTechnology or IntegrationNVIDIA is listed as a technology partner on EdgeRunner's website. EdgeRunner models are optimized to run on NVIDIA hardware (alongside AMD and Intel), as referenced in the EdgeRunner Compression methodology which calls out target hardware platforms including Nvidia.
• AMDcoreTechnology or IntegrationAMD is listed as a technology partner on EdgeRunner's website. EdgeRunner Compression algorithm supports target hardware platforms including AMD, enabling deployment on AMD GPUs.
• Government AcquisitionscoreImplementation/ SI/ Consulting PartnerGovernment Acquisitions is listed as a partner on EdgeRunner's website and Careers page (gov-acq.com), supporting federal procurement and contracting workflows.
• MetacoreTechnology or IntegrationEdgeRunner has a partnership with Meta, as referenced during CEO Tyler Saltsman's Fox Business Mornings with Maria appearance where he discussed the Meta partnership, the threat from China, and the importance of disconnected on-device AI for national security. EdgeRunner uses American-made open-weight models including Gemma 4 family and historically Meta's Llama for base models.

Scale indicators12 records

Recent moves6 records

Expansion highlights7 records

Direct peers

• Shield AI: Defense-AI company building autonomous systems and AI for warfighters and DDIL environments. Direct comparable to EdgeRunner's air-gapped, on-device AI for military operators, though Shield AI's anchor product is autonomous aircraft rather than language models.
• Vannevar Labs: Defense-AI startup focused on AI/ML for national security and intelligence community customers, including classified-environment deployments. Highly comparable GTM (DoD/IC focus, government sales), though Vannevar's product is intelligence-analysis oriented rather than on-device LLMs.
• Primer.ai: Defense- and intelligence-focused AI company deploying NLP and ML for military and government customers, including at the edge. Comparable in customer base (DoD/IC) and mission (military NLP), though Primer's deployment model is more cloud-centric than EdgeRunner's on-device, air-gapped stack.

Broad incumbents

• Anduril Industries: Large defense-tech prime building AI-enabled autonomous systems and the Lattice OS for the DoD. Overlaps with EdgeRunner in defense AI, edge deployment, and government contracting, but operates at much greater scale and across hardware, sensors, and autonomy, not just language models.
• Palantir Technologies: Public defense/enterprise AI software company with deep DoD and IC relationships (Gotham, Foundry, AIP). EdgeRunner competes for DoD AI budget and IL-classified workloads, but Palantir is a much broader data/AI platform incumbent rather than a specialist in on-device LLMs.
• Scale AI: AI data and evaluation company with a large defense/government practice (Scale Donovan, Defense LLMs). Comparable in building defense-specific LLM evaluations and serving DoD/IC customers, but Scale is primarily a data/eval platform rather than an on-device model vendor.
• C3.ai: Public enterprise AI application platform with significant defense and federal business (USAF, DoD). Comparable in selling AI software to defense customers, but C3.ai is a horizontal enterprise AI suite rather than a specialist in on-device, air-gapped military LLMs.
• Leidos: Large defense prime with significant AI/ML programs for DoD and IC customers. Competes for the same DoD AI program dollars, but Leidos is a broad systems integrator rather than a specialist in on-device, air-gapped language models.
• Booz Allen Hamilton: Major defense and federal AI consulting prime that builds and integrates AI for DoD and intelligence customers, including classified environments. Comparable in serving the same DoD AI buyer base, but Booz Allen is a consulting-led incumbent rather than a model/IP vendor.

Others

• Second Front Systems: Defense software delivery platform (Frontier DevSecOps) and EdgeRunner's strategic partner for fielding containerized agents on classified frontline assets. Closely comparable in mission — accelerating commercial tech into DoD — and a direct distribution channel for EdgeRunner, more than a competitor.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat6 records

Key risks6 records

Key highlights7 records

Customer concentration

• Xx.com/EdgeRunnerAI
• LinkedInlinkedin.com/company/edgerunner-ai

Compliance2 records

Revenue estimate

Valuation estimate

Number of profiles

Profiles5 records

Funding overview

Funding rounds2 records

Investors4 records

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about EdgeRunner AI