Jaxon

Jaxon

Formal-logic AI validation for LLMs

Overview

Jaxon provides AI trust and verification for high-stakes sectors. Its platform uses Domain-Specific AI Logic (DSAIL), a reasoning layer that applies formal constraints and logic rules to verify LLM outputs, functioning as a math-backed fact-checker rather than relying on probabilities. The system is model-agnostic and can run in the cloud or on premises, including air-gapped environments, enabling secure deployments for regulated workloads. Its goal is to give decision-makers in defense, finance, insurance, and life sciences unwavering confidence in AI for mission-critical tasks by translating complex policies into machine-readable logic the AI can follow.

About Jaxon

Simplify's Rating
Why Jaxon is rated
B-
Rated B on Competitive Edge
Rated B on Growth Potential
Rated C on Differentiation

Industries

Data & Analytics

AI & Machine Learning

Financial Services

Defense

Company Size

11-50

Company Stage

Grant

Total Funding

$100K

Headquarters

Boston, Massachusetts

Founded

2017

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Simplify's Take

What believers are saying

  • AWS Marketplace availability on June 9, 2026 expands enterprise discovery and purchasing.
  • SpaceWERX selected Jaxon on July 21, 2026 for trusted AI warfighter work.
  • Tradewinds awardable status and Air Force SBIR history create repeatable federal sales motions.

What critics are saying

  • AWS Marketplace launch in June 2026 faces entrenched guardrails from IBM, NVIDIA, and AWS.
  • Jaxon depends on government SBIRs; the $74,931 SpaceWERX award is tiny.
  • If Tradewinds or SBIR pipelines slow, Jaxon loses its main distribution and validation engine.

What makes Jaxon unique

  • DSAIL turns policies into executable logic, not probabilistic prompts, for regulated workflows.
  • Jaxon sells air-gapped, model-agnostic verification for defense, finance, and life sciences.
  • Passed DoW Tradewinds assessment in June 2026, strengthening procurement credibility.

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Funding

Total Funding

$100k

Above

Industry Average

Funded Over

1 Rounds

Grant funding comparison data is currently unavailable. We're working to provide this information soon!
Grant Funding Comparison
Coming Soon

Benefits

Health Insurance

Dental Insurance

Vision Insurance

Unlimited Paid Time Off

Remote Work Options

Stock Options

Holidays Off

Growth & Insights and Company News

Headcount

6 month growth

5%

1 year growth

-2%

2 year growth

5%
PR.com
Jul 21st, 2026
Jaxon awarded SBIR Phase I with U.S. Space Force to employ self-organizing market of specialized AI models for warfighters.

Jaxon awarded SBIR Phase I with U.S. Space Force to employ self-organizing market of specialized AI models for warfighters. Boston, MA, July 21, 2026 -( PR.com )- Jaxon, Inc. announces it has been selected by SpaceWERX for a SBIR Phase I in the amount of $74,931 focused on self-organizing AI agent swarm that deliver trusted artificial intelligence solutions to address the most pressing challenges in the Department of the Air Force (DAF). The Air Force Research Laboratory and SpaceWERX, the innovation arm of the U.S. Space Force and a division within AFWERX, have partnered to streamline the Small Business Innovation Research (SBIR) and Small Business Technology Transfer (STTR) process by accelerating the small business experience through faster proposal to award timelines, changing the pool of potential applicants by expanding opportunities to small business and eliminating bureaucratic overhead by continually implementing process improvement changes in contract execution. The DAF began offering the Open Topic SBIR/STTR program in 2018 which expanded the range of innovations the DAF funded and now on June 18, 2026, Jaxon, Inc. will start its journey to create and provide innovative capabilities that will strengthen the national defense of the United States of America. "At its core, MERIT operates on a meritocracy-driven model: agents are assigned tasks based on demonstrated ability, performance history, and competence - not hierarchy or status. This ensures the right capability is always matched to the right mission need. The result is a leaner, more responsive operational architecture that compresses costs while significantly enhancing forward operating performance for the Space Force and the Joint Space community." said Jaxon CEO, Scott Cohen. About Jaxon, Inc. Jaxon, Inc. is an artificial intelligence company dedicated to building safe, effective, and trusted AI solutions for mission-critical environments. With a focus on neurosymbolic reasoning and the controlled deployment of large language models, Jaxon develops tools that accelerate innovation while maintaining security and compliance. Through partnerships with government, industry, and academia, Jaxon supports the U.S. Air Force, U.S. Space Force and Department of War in advancing AI-enabled capabilities that strengthen national security and resilience. About SpaceWERX As the innovation arm of the U.S. Space Force and a division of AFWERX, SpaceWERX partners with small businesses, startups and nontraditional vendors to accelerate the development and transition of commercial space technologies to solve challenges facing Guardians. SpaceWERX strengthens the defense industrial base and delivers capabilities at speed and scale in a contested domain. Headquartered in Los Angeles, SpaceWERX identifies and transitions dual-use technologies across the commercial space ecosystem to meet operational needs. In partnership with Space Systems Command's Commercial Space Office, SpaceWERX bridges innovation and acquisition to speed capability adoption. In fiscal year 2025, SpaceWERX awarded more than 300 contracts totaling $510 million. For more information, visit spacewerx.PR.com. About AFRL The Air Force Research Laboratory is the Department of the Air Force's primary scientific research and development center and one of six centers within Air Force Materiel Command. AFRL leads the discovery, development and delivery of technologies for air, space and the multidomain. With a workforce spanning seven mission areas at more than 40 locations worldwide, AFRL conducts research ranging from basic science to advanced technology development. For more information, visit afresearchlab.com. "The views expressed are those of the author and do not necessarily reflect the official policy or position of the Department of the Air Force, the Department of War, or the U.S. government." Jaxon, Inc. Jose Cantu (571) 725-7555 www.jaxon.ai

Associated Press
Jun 30th, 2026
Jaxon's DSAIL verification engine wins 'Awardable' status for US Department of War AI procurement

Jaxon's DSAIL neurosymbolic verification engine has been assessed "Awardable" for Department of War use through the Chief Digital and Artificial Intelligence Office's Tradewinds Solutions Marketplace, enabling government customers to review and rapidly procure the technology. DSAIL converts policies and regulations into structured rulesets and verifies AI outputs against them using symbolic logic that cannot hallucinate. Each output receives a verdict of PASS, FAIL or UNKNOWN with an auditable trace. In government compliance benchmarks, DSAIL achieved correct results on every item whilst frontier language models scored below 40%. The Boston-based company works with the US Department of War and federal agencies, as well as regulated industries including financial services and life sciences. Government customers can access Jaxon's solution through tradewindai.com.

PR.com
Jun 9th, 2026
Jaxon launches neurosymbolic guardrail technology DSAIL availability in AWS Marketplace.

Jaxon launches neurosymbolic guardrail technology DSAIL availability in AWS Marketplace. Boston, MA, June 09, 2026 -( PR.com )- Jaxon, the company making AI more trustworthy through neurosymbolic guardrails, announced today that its technology, Domain Specific AI Language (DSAIL), is now available on AWS Marketplace, which helps organizations easily discover, try, test, buy, deploy, and manage thousands of software solutions, including pre-built AI agents and ready-to-integrate tools, all in one convenient destination. DSAIL is leading the shift toward AI-assisted rules enforcement, using LLMs to extract, codify, and enforce complex rule sets from internal policies, regulations, and other guidelines. Where others treat LLMs as black-box generators, Jaxon uses them as collaborators - bridging natural language and structured, enforceable logic. For highassurance AI use cases, plausible answers are not enough; unbounded, opaque outputs introduce operational and compliance risk. DSAIL ensures AI systems operate within explicit policy boundaries - producing decisions that are testable, auditable, and aligned with company specifications. The result is not just smarter automation, but accountable automation. By translating doctrine into executable policy rules, DSAIL enables consistent, defensible decision-making at scale. DSAIL doesn't replace human judgment - it structures, strengthens, and verifies it. AWS customers will now have access to Jaxon's DSAIL technology directly within AWS Marketplace. Jaxon provides AWS customers with the ability to streamline the purchase and management of DSAIL within their AWS Marketplace account. "We are pleased to be available in AWS Marketplace and happy that enterprises across all industries will have the ability to leverage and deploy our DSAIL technology to help make their AI more trustworthy. With our AWS Marketplace presence, we hope to deliver enforceable, transparent, and auditable AI decision-making to all our customers." - Scott Cohen, Jaxon CEO Jaxon turns complex policies, regulations, and internal guidelines into structured, enforceable rule sets - using LLMs as collaborators, not black boxes. Where most AI tooling generates plausible outputs with no guarantees, Jaxon ensures AI systems operate within explicit boundaries: testable, auditable, and aligned to spec. It's a repeatable, version-controlled compliance layer that replaces ad-hoc prompt engineering with accountable automation. Jaxon, Inc. Scott Cohen (877) 209-7055 www.jaxon.ai

PR Newswire
Feb 29th, 2024
Ai'S Impact On Warfare: Torch.Ai Ceo Brian Weaver Featured At Us Army Artificial Intelligence National Security Roundtable (Nsrt)

LEAWOOD, Kan., Feb. 29, 2024 /PRNewswire/ -- Torch.AI announced today that the company's Founder & CEO, Brian Weaver, will join industry and government experts on March 4th for the U.S. Army Command and General Staff College (CGSC) National Security Roundtable (NSRT) to discuss current and future applications for AI within the Department of Defense (DoD).Over the last 60 years, the DoD has been investing in AI and data systems1. Today, the DoD recognizes the significant competitive advantage that data, analytics, and AI solutions provide to enterprise, warfighting, and national security functions. In 2023, Deputy Secretary of Defense, Kathleen Hicks, in coordination with the DoD's Chief Digital and Artificial Intelligence Office (CDAO), published a Data, Analytics, and AI Adoption Strategy to accelerate the safe, scalable adoption of advanced AI capabilities across the DoD2, further demonstrating their commitment to investing in AI.Torch.AI CEO Brian Weaver Featured at US Army Artificial Intelligence & National Security Roundtable (NSRT). Post this"It's these types of collective discussions that really move missions forward in generating awareness and understanding for how we use data and AI capabilities to solve our toughest challenges," said Brian Weaver

VentureBeat
Dec 18th, 2023
Exclusive: Jaxon Ai Teams Up With Ibm Watson In Battle Against Ai Hallucination

Are you ready to bring more awareness to your brand? Consider becoming a sponsor for The AI Impact Tour. Learn more about the opportunities here. When an AI system hallucinates for content generation on a piece of text, it’s not an ideal situation, but it’s also not necessarily catastrophic. If an AI powering a piece of military technology hallucinates, the outcome could likely have more severe consequences.Jaxon AI got its start by building out AI systems for the U.S. Air Force with requirements for the highest levels of reliability and accuracy. The startup is now expanding into the broader enterprise market with a developed technology called Domain-Specific AI Language (DSAIL) that seeks to address a major challenge in artificial intelligence: hallucinations and inaccuracies in large language models (LLMs)

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