Archarithms
Arcarithm is a privately held Huntsville, Alabama AI company (founded 2012) that builds proprietary deep learning, reinforcement learning, and computer vision products — including command-and-control, autonomous target recognition, and ruggedized edge hardware — primarily for U.S. defense agencies and, increasingly, commercial security markets.
- Company typePrivate
- Founded2012
- HeadquartersHuntsville, United States
- Headcount51–100
- GTM typeB2B
- OfferingSoftware
What Archarithms does
Archarithms, Inc. (dba Arcarithm) is a privately held Huntsville, Alabama-based artificial intelligence company founded in 2012 that develops AI solutions for U.S. defense and commercial security markets. The company sells a portfolio of 14+ branded products organized around three capability areas: command and control (Legion, Synthesis, Acquire, Hydra, Impression, Stadium), computer vision and target recognition (Exigent, Exigent-GR, Exigent-DR, ImageBrew), and supporting data, hardware, and materials offerings (Ominis, Alchemy, ARMR, GoDeep-RG, EXO-Resin). Its technical foundation rests on in-house deep learning, deep reinforcement learning, LSTM, CNN, and transformer models, combined with a proprietary synthetic data generation pipeline (ImageBrew) and BigIO middleware for distributed multi-agent communication; the company explicitly positions itself as competing with multinationals like Google in select deep learning domains. Disclosed performance includes >90% detection/identification rates and <1% false alarm rates for the Exigent-DR UAS detection product.
Arcarithm's go-to-market is enterprise field sales to federal defense customers, facilitated by a GSA Schedule contract (SPE4A6-24-D-0507), HUBZone certification, and a dense compliance stack including AS9100D, ISO 9100, ISO 27001, CMMC Level 2, DFARS, and CMMI/Dev + CMMI-SRV. Revenue derives from software licensing (subscription and perpetual), government defense contracts — including a 2018 five-year IDIQ award from U.S. Army Contracting Command – New Jersey (AUSTC program for GPS-denied unmanned systems) — hardware sales, and professional/engineering services. Named customers include the U.S. Army, U.S. Navy, U.S. Air Force, Missile Defense Agency, NASA, and Lockheed Martin. In July 2022, the company spun out Exigent as a wholly-owned subsidiary to commercialize AI-based gun and drone detection for non-government security markets. Pricing is largely quote-based; Acquire is the only publicly disclosed product at $50,000 per license per year. The company has 51–100 employees, is led by President and CEO Randy Riley, and has not disclosed institutional venture capital funding — relying on government contracts and non-dilutive state grants such as two Innovate Alabama awards in 2023.
Archarithms firmographics
Firmographics- Name
- Archarithms
- Legal name
- Archarithms, Inc.
- Website
- https://arcarithm.com
- Company type
- Private
- Founded year
- 2012
- Operating status
- Operating
- Headcount range
- 51–100 employees
- Short description
- Arcarithm is a privately held Huntsville, Alabama AI company (founded 2012) that builds proprietary deep learning, reinforcement learning, and computer vision products — including command-and-control, autonomous target recognition, and ruggedized edge hardware — primarily for U.S. defense agencies and, increasingly, commercial security markets.
- Ownership category
- akta.pro rank
Archarithms industry classification
Industry- Product category
- Defense AI Software
- NAICS
- Custom Computer Programming Services (541511), Computer Systems Design and Related Services (54151), Software Publishers (5132)
- SIC
- Services-Computer Programming Services (7371)
- akta.pro primary industry
- Agents & Autonomous Workflows (Tool Use, Planning, Multi-Agent) (HDAAACAF)
- akta.pro secondary industries
- Model Serving, Inference & Deployment Platforms (APIs, Edge/On-Prem) (HDAEANAC), Industry/Domain Analytics Solutions & Accelerators (BPAEAHAK)
Keywords
Where Archarithms is headquartered
LocationHeadquarters
- HQ city
- Huntsville
- HQ country
- United States
- HQ region
- North America
Offices2 records
Markets served
Archarithms business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Operations, Infrastructure, Marketing or Sales, Supply Chain
Revenue model
- Software Licensing: Arcarithm generates revenue through perpetual and annual software licensing for products including Acquire, Synthesis, Legion, Impression, Hydra, Stadium, Exigent, Exigent-GR, Exigent-DR, Ominis, Alchemy, and ARMR. Perpetual licenses include first-year maintenance; annual licenses bundle maintenance.
- Government Defense Contracts: Revenue derived from defense contracts with U.S. military branches (Army, Navy, Air Force), Missile Defense Agency, NASA, and other government agencies. The company holds a GSA Schedule contract and was awarded an Indefinite Delivery Indefinite Quantity (IDIQ) five-year contract from the U.S. Army Contracting Command - New Jersey.
- Hardware Sales: Sale of ruggedized AI computing hardware including GoDeep-RG AI Ruggedized Computer. Hardware is sold with associated software licensing and maintenance services.
- Professional Services and Training: Arcarithm provides technical, scientific, consultancy and advisory services including engineering, design, software/hardware development, testing, modeling and simulation, AI research, and training services. Onsite training, user manuals, and call center support are bundled with product licenses.
- Engineering Services: Engineering services, hardware, and software development for GPS-denied autonomous systems under the AUSTC contract, covering design, development, prototyping, testing, and deployment.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Subscription | Annual | Acquire Annual License - $50,000 per license per year |
| One time/ perpetual license | Multi-year contract | Acquire Perpetual License - perpetual use with annual maintenance |
| Subscription | Annual | Exigent-GR delivered as SaaS |
Go-to-market motion2 records
Distribution channels4 records
Marketing channels7 records
Archarithms product offering
Product offeringCore offering
Arcarithm develops and sells proprietary AI-based software, hardware, and materials for defense, space, and commercial customers. Its portfolio includes autonomous threat detection (Exigent, Exigent-GR, Exigent-DR), command and control and battle management (Legion, Synthesis, Acquire, Stadium, Impression, Hydra), big-data analytics and NLP data access (Ominis, Alchemy), immersive XR training (ARMR), ruggedized edge AI compute (GoDeep-RG), an AI-designed metamaterial (EXO-Resin), and a synthetic-data pipeline (ImageBrew). Products are sold primarily to U.S. military branches, defense agencies, and commercial security customers via GSA Schedule contracts and direct enterprise sales.
Product overview
Archarithms offers a unified AI platform architecture centered on the Arcarithm platform with multiple specialized products and modules. The portfolio includes command and control solutions (Legion, Synthesis, Acquire, Stadium), computer vision products (Exigent, Exigent-GR, Exigent-DR, ImageBrew), autonomous AI agents (Hydra, Impression), data analytics (Ominis), natural language interfaces (Alchemy), and specialized hardware (GoDeep). Products are available as both integrated platform modules and standalone offerings. Additional offerings include immersive training (ARMR) and advanced materials (EXO-Resin). The company serves military, space, and commercial sectors with solutions ranging from tactical edge computing to enterprise-level analytics.
Differentiator
Problem solved
Functional benefit
Brands
- Exigent®: AI-based automatic target recognition for detecting and identifying targets including ground vehicles, drones, and guns.
- Legion™
- Impression™
- Acquire™
- Synthesis™
- Ominis™
- Alchemy™
- Hydra™
- ARMR™
- Stadium™
- GoDeep™-RG
- EXO-Resin™
- ImageBrew®
- Phathom®
Products and services
- Exigent Automatic Target Recognition
Quantifiable outcome
- Detection and ID rates at or above 90% with false alarm rates below 1% for UAS detection (Exigent-DR)
- +5 more outcomes
Companies that use Archarithms
Customer profileNamed customers7 records
Segments4 records
Ideal customer profiles4 records
Archarithms technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
Integration1 record
AI capability10 records
Feature16 records
Archarithms partnerships and signals
Strategic signalScale indicators6 records
Recent moves7 records
Expansion highlights6 records
Archarithms competitors and assessment
Company assessmentBroad incumbents
- Booz Allen Hamilton: Major defense and intelligence consulting firm with significant AI/ML practice. Competes for DoD AI contracts and serves overlapping defense customers across federal agencies.
- Leidos: Large defense and IT services prime with AI capabilities across command and control, intelligence, and autonomous systems. Competes for similar DoD contracts as Arcarithm.
- Palantir Technologies: Enterprise AI platform with deep defense and intelligence footprint via Gotham and Foundry. Overlaps with Arcarithm's Ominis and Alchemy use cases around AI-driven data analytics and operational decision support for defense customers.
- C3.ai: Enterprise AI platform with defense applications including predictive maintenance and situational awareness. Overlaps in AI platform positioning and defense vertical, though broader in scope.
- SAIC: Defense IT and engineering services prime with AI/ML offerings across federal customers. Competes for similar DoD AI programs and serves overlapping federal agency customers.
Direct peers
- Anduril Industries: Defense AI platform with Lattice for real-time situational awareness, Anvil for UAS detection, and Ghost Helicopter for autonomous systems. Closest direct peer to Arcarithm in defense AI architecture, customer base, and mission.
- Shield AI: Defense AI company building autonomous drones (Nova, V-BAT) and Hivemind autonomy software. Directly comparable in defense AI mission, customer base (DoD), and product positioning across hardware and software.
- Rebellion Defense: Defense AI software company focused on situational awareness and decision support for military operators. Similar mission, customer base, and product overlap with Arcarithm's Legion and Synthesis offerings.
- Vannevar Labs: Defense-focused AI company delivering intelligence analysis tools to U.S. government customers. Comparable in serving intelligence/defense customers with AI products and operating in similar government procurement channels.
Emerging players
- Scale AI: AI data labeling and infrastructure company with significant defense business (Scale Defense). Directly comparable to Arcarithm's ImageBrew and Data Services for synthetic/labeled training data generation.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat5 records
Key risks6 records
Key highlights7 records
Customer concentration
Archarithms social profiles
Digital presenceArcharithms compliance and trust
Trust signalCompliance7 records
Archarithms financial estimates
Financial estimateRevenue estimate
Valuation estimate
Archarithms leadership team
Management profileNumber of profiles
Profiles1 record
Archarithms subsidiaries and ownership
Company hierarchySubsidiaries1 record
Archarithms funding detail
Funding detailFunding overview
Funding rounds2 records
Investors1 record
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Archarithms 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 Archarithms
What does Archarithms do?
Arcarithm develops and sells proprietary AI-based software, hardware, and materials for defense, space, and commercial customers. Its portfolio includes autonomous threat detection (Exigent, Exigent-GR, Exigent-DR), command and control and battle management (Legion, Synthesis, Acquire, Stadium, Impression, Hydra), big-data analytics and NLP data access (Ominis, Alchemy), immersive XR training (ARMR), ruggedized edge AI compute (GoDeep-RG), an AI-designed metamaterial (EXO-Resin), and a synthetic-data pipeline (ImageBrew). Products are sold primarily to U.S. military branches, defense agencies, and commercial security customers via GSA Schedule contracts and direct enterprise sales.
Is Archarithms a public or private company?
Archarithms is a private company. It is classified as founder individual operated bootstrapped and is currently operating.
When was Archarithms founded?
Archarithms was founded in 2012. It employs 51 to 100 people.
Where is Archarithms based?
Archarithms is headquartered in Huntsville, United States, in the North America region.
How does Archarithms make money?
Five revenue lines are on record. Software Licensing is the primary driver. The others are government Defense Contracts, hardware Sales, professional Services and Training and engineering Services.
Who are Archarithms's main competitors?
Broad incumbents on record are Booz Allen Hamilton, Leidos, Palantir Technologies, C3.ai and SAIC. Direct peers are Anduril Industries, Shield AI, Rebellion Defense and Vannevar Labs. Scale AI is listed as an emerging player.
Does Archarithms have an API?
No public API is recorded for Archarithms.
What industry is Archarithms in?
Archarithms's product category is Defense AI Software. Its primary akta.pro industry code is HDAAACAF, Agents & Autonomous Workflows (Tool Use, Planning, Multi-Agent), with a secondary code of HDAEANAC, Model Serving, Inference & Deployment Platforms (APIs, Edge/On-Prem). Its NAICS code is 541511 and its SIC code is 7371.