Torch.AI
Torch.AI builds government-owned AI reasoning infrastructure that fuses fragmented multi-source data into coherent mission understanding. Its NEXUS, ORCUS, and HALO platforms serve U.S. Defense agencies, federal civilian clients, and select Fortune 100 commercial customers.
- Company typePrivate
- Founded2017
- HeadquartersLeawood, United States
- Headcount51–100
- GTM typeB2B
- OfferingSoftware
What Torch.AI does
Torch.AI is a privately held, Kansas City-based AI software company founded in 2017 that builds government-owned reasoning infrastructure for defense, intelligence, and federal civilian customers. The company's product portfolio centers on three integrated layers: NEXUS, an AI-powered data processing platform that automatically extracts, fuses, aggregates, and presents fragmented multi-source data in real time using neural network architectures; ORCUS, a government open-source (GOTS) AI-driven data fusion platform released in March 2025 for real-time intelligence and mission-critical operations; and HALO, a graph-native reasoning environment where relationships are explicitly modeled to enable observable, traceable reasoning. Supporting capabilities include the Unifying Synaptic Mesh (USM) supporting 40+ native NLP models, the Agentic Lenses semi-autonomous reasoning capability, and the Slingshot edge capability for disconnected operational environments. The platform operates at DoD Impact Levels 5, 6, and 7/JWICS with NIST 800-53 and CJIS compliance.
Torch.AI generates revenue primarily through multi-year subscription contracts with U.S. Department of Defense agencies, military branches, and federal civilian agencies, supplemented by enterprise commercial deployments with Fortune 100 companies. Named customers include the U.S. Army, U.S. Navy and Marine Corps, U.S. Air & Space Forces, DISA, the U.S. Department of War (SITH contract), and the U.S. Navy Digital Warfare Office (5-year AI ecosystem agreement), as well as Microsoft, H&R Block, General Electric, USDA, and CMS. Distribution combines direct federal field sales (including a WARLAB engagement model where engineers configure capabilities against real mission constraints), the Vertosoft channel partnership for broader government reach, and AWS Partner Network co-marketing. Pricing is quote-based on multi-year terms.
The company raised $30 million in Series A funding led by WestCap Group in March 2021, acquired The DataTech Group in December 2021 and B23 in January 2022 to deepen DoD capabilities, and committed to a Kansas City expansion (~500 jobs, ~$27M state tax incentive) in May 2021. Headcount currently stands at 51-100, trailing the 2021 hiring commitment. Leadership includes founder/CEO Brian Weaver (EY Heartland Entrepreneur Of The Year finalist), CTO Jon Kramer (former Walmart and Sprint, 25+ years), COO Jason Eidam, and President of Tactical AI Division Brad Kolarov (former Navy SEAL and AWS executive), with board representation from WestCap's Laurence Tosi and Deloitte federal practice founder William Beyer.
Torch.AI firmographics
Firmographics- Name
- Torch.AI
- Legal name
- Torch.AI
- Website
- https://torch.ai
- Company type
- Private
- Founded year
- 2017
- Operating status
- Operating
- Headcount range
- 51–100 employees
- Short description
- Torch.AI builds government-owned AI reasoning infrastructure that fuses fragmented multi-source data into coherent mission understanding. Its NEXUS, ORCUS, and HALO platforms serve U.S. Defense agencies, federal civilian clients, and select Fortune 100 commercial customers.
- Ownership category
- akta.pro rank
Torch.AI industry classification
Industry- Product category
- AI Data Infrastructure Software
- NAICS
- Computer Systems Design and Related Services (5415), Software Publishers (513210), Computer Systems Design and Related Services (54151)
- SIC
- Services-Prepackaged Software (7372), Services-Computer Integrated Systems Design (7373), Services-Computer Processing & Data Preparation (7374)
- akta.pro primary industry
- End-to-End Enterprise AI Platforms (MLOps & Model Lifecycle Management) (HDAEANAA)
- akta.pro secondary industries
- AI Integration & Orchestration Platforms (Connectors, Workflow, iPaaS for AI) (HDAEANAI), AI Governance, Risk & Compliance (GRC) Platforms (HDAAAMAA), Responsible AI, Security & Privacy Platforms (Safety, Guardrails, PII) (HDAEANAG)
Keywords
Where Torch.AI is headquartered
LocationHeadquarters
- HQ city
- Leawood
- HQ country
- United States
- HQ region
- North America
Offices2 records
Markets served
Torch.AI business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Technology or R&D, Personnel, Marketing or Sales, Infrastructure, Operations
Revenue model
- Government Defense Contracts: Long-term contracts with U.S. Department of Defense agencies including Army, Navy, Air Force, and Defense agencies for AI reasoning infrastructure. Includes 5-year agreement with U.S. Navy Digital Warfare Office for AI ecosystem deployment.
- Federal Agency Software Licenses: Enterprise software platform (NEXUS) deployed across federal agencies with Authority to Operate (ATO) at Impact Levels 5, 6, and 7. Platform spans data and business systems across more than a dozen federal agencies.
- Commercial Enterprise Contracts: Enterprise AI platform deployments with Fortune 100 companies including Microsoft, H&R Block, and General Electric for data processing and decision improvement.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Subscription | Multi-year contract | Enterprise government and commercial platforms |
Go-to-market motion3 records
Distribution channels4 records
Marketing channels5 records
Torch.AI product offering
Product offeringCore offering
Torch.AI builds government-owned AI reasoning infrastructure software that transforms fragmented, multi-source data into coherent, mission-ready understanding at machine speed. Its core platform comprises three integrated layers — NEXUS (AI-powered data processing), ORCUS (government open-source data fusion for defense and intelligence), and HALO (graph-native reasoning environment) — deployed across U.S. Army, Navy, Air & Space Forces, and federal civilian agencies at Impact Levels 5-7/JWICS.
Product overview
Torch.AI is a reasoning infrastructure company that provides a multi-platform architecture for government-owned AI-powered data processing and reasoning. The core platform consists of three integrated layers: NEXUS (AI-powered data processing platform that automatically extracts, fuses, and aggregates data in real time), ORCUS (government open-source data fusion platform for real-time intelligence and mission-critical operations), and HALO (graph-native reasoning environment). The portfolio also includes Agentic Lenses (semi-autonomous reasoning capability within HALO), Slingshot (edge/disconnected operations capability), and the Unifying Synaptic Mesh (USM) for contextual data enrichment. The company has expanded through acquisitions of DataTech Group (data warehousing solutions) and B23 (maritime AI applications). The platforms operate across enterprise cloud, cross-domain systems, and tactical edge environments with ATOs at IL5, IL6, and IL7/JWICS security levels.
Differentiator
Problem solved
Functional benefit
Brands
- Nexus: AI-powered data processing platform that rapidly improves data quality through neural network architectures.
- ORCUS
- NEXUS
- HALO
- ORCUS
Products and services
- NEXUS
Quantifiable outcome
- 381% ROI over 3 years with $35.33M net present value
- +4 more outcomes
Companies that use Torch.AI
Customer profileNamed customers12 records
Segments3 records
Ideal customer profiles2 records
Torch.AI technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- Yes
- API docs
- API detail
Core technology
AI maturity
App detail
AI capability14 records
Feature5 records
Torch.AI partnerships and signals
Strategic signalPartnerships
Six partnerships are on record, tiered core, strategic and minor.
- VertosoftcoreLeading emerging technology distributor focused on bringing innovative technology to the public sector. Partnership enables Torch.AI to reach Vertosoft's 100+ organization network across DOW agencies including U.S. Army and U.S. Air Force, and greater DOW and Civilian space. Simplifies government procurement through dozens of contract vehicles and government-wide acquisition contracts.
- Amazon Web Services (AWS)coreAchieved AWS Advanced Tier Partner status within AWS Partner Network (APN) and joined AWS Public Sector Partner Program (PSP). Platform deployable across AWS GovCloud, Azure Government, and DoD infrastructures. Recognition for cloud-based solutions supporting government, space, education, and nonprofits.
- U.S. Army Command and General Staff College FoundationstrategicBrian Weaver elected to Board of Trustees. Foundation supports development of leaders of character and competence at U.S. Army through scholarship, outreach, and support for soldiers and families. Strengthens relationship between military and private sector.
- Kansas Department of Commerceminor$27M tax incentive package awarded to support Torch.AI's expansion commitment to create nearly 500 full-time jobs over five years in Kansas City region.
- U.S. Chamber of Commerce Foundation (Hiring our Heroes)minorActive participant in The Hiring our Heroes Fellows Program. Partnership supports hiring of veterans and former service members with technical and operational experience in security and defense fields.
- Local Universities (Kansas City)minorPartnership with growing network of local universities to influence curriculum and prepare new IT and data science professionals for tech and cyber sector roles.
Scale indicators9 records
Recent moves7 records
Expansion highlights6 records
Torch.AI competitors and assessment
Company assessmentDirect peers
- Palantir Technologies: Public defense and enterprise AI/data analytics platform (Gotham, Foundry) with deep DoD and intelligence community relationships. Directly competes with Torch.AI's NEXUS/HALO in defense data fusion, multi-INT analysis, and decision support workflows across the same customer base.
- Anduril Industries: Defense technology company building AI-enabled autonomous systems and command-and-control software (Lattice). Competes with Torch.AI for DoD AI platform dollars, particularly in mission-critical reasoning and edge deployment, though with heavier hardware/autonomy focus.
- C3.ai: Enterprise AI application platform serving defense, intelligence, and federal customers with pre-built AI applications. Comparable to Torch.AI in targeting federal agencies for AI-powered data processing, predictive analytics, and decision support at enterprise scale.
- Primer.ai: AI platform purpose-built for intelligence and defense analysts to process massive multi-source data sets. Directly overlaps with Torch.AI's multi-INT fusion, NLP, and entity extraction capabilities for national security and defense customers.
- Rebellion Defense: Defense AI software company delivering AI-enabled decision support products to DoD customers. Comparable mission focus, customer base, and AI-for-mission-critical-operations positioning, though with different product emphasis.
- Vannevar Labs: Defense technology startup building AI products for national security analysts and operators. Competes in the same defense intelligence data fusion and analysis space, with comparable funding stage and traction profile.
Broad incumbents
- Databricks: Leading data and AI platform (Lakehouse) used across enterprises including defense and federal customers. Competes with Torch.AI for data infrastructure workloads and offers comparable ML/AI tooling, but as a broader horizontal platform rather than defense-specialized solution.
- Snowflake: Cloud data platform widely adopted by federal agencies and Fortune 100 customers. Adjacent to Torch.AI's data orchestration layer and competes for the same enterprise data infrastructure budgets, though without Torch.AI's specialized AI reasoning layer.
- Booz Allen Hamilton: Major federal AI services and systems integrator serving DoD and intelligence community with AI implementation, data analytics, and digital transformation services. Competes for similar federal AI budget allocations, though primarily through services-led delivery rather than software products.
Emerging players
- Scale AI: Data infrastructure and AI evaluation company serving defense (Scale Defense) and commercial customers. Overlaps with Torch.AI in data preparation, labeling, and AI model deployment workflows, particularly for government and multi-modal use cases.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat6 records
Key risks6 records
Key highlights7 records
Customer concentration
Torch.AI social profiles
Digital presenceTorch.AI compliance and trust
Trust signalCompliance4 records
Torch.AI financial estimates
Financial estimateRevenue estimate
Valuation estimate
Torch.AI leadership team
Management profileNumber of profiles
Profiles13 records
Torch.AI subsidiaries and ownership
Company hierarchySubsidiaries2 records
Torch.AI funding detail
Funding detailFunding overview
Funding rounds1 record
Investors1 record
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Torch.AI M&A and investment
M&A and investmentM&A2 records
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about Torch.AI
What does Torch.AI do?
Torch.AI builds government-owned AI reasoning infrastructure software that transforms fragmented, multi-source data into coherent, mission-ready understanding at machine speed. Its core platform comprises three integrated layers — NEXUS (AI-powered data processing), ORCUS (government open-source data fusion for defense and intelligence), and HALO (graph-native reasoning environment) — deployed across U.S. Army, Navy, Air & Space Forces, and federal civilian agencies at Impact Levels 5-7/JWICS.
Is Torch.AI a public or private company?
Torch.AI is a private company. It is classified as venture growth investor backed and is currently operating.
When was Torch.AI founded?
Torch.AI was founded in 2017. It employs 51 to 100 people.
Where is Torch.AI based?
Torch.AI is headquartered in Leawood, United States, in the North America region.
How does Torch.AI make money?
Three revenue lines are on record. Government Defense Contracts are the primary driver. The others are federal Agency Software Licenses and commercial Enterprise Contracts.
Who are Torch.AI's main competitors?
Direct peers on record are Palantir Technologies, Anduril Industries, C3.ai, Primer.ai, Rebellion Defense and Vannevar Labs. Broad incumbents are Databricks, Snowflake and Booz Allen Hamilton. Scale AI is listed as an emerging player.
Does Torch.AI have an API?
Yes. Nexus platform provides API access for model registration and deployment. The Bring Your Own Models (BYOM) feature allows customers to develop ML models in their own research labs and deploy them at production scale through seamless model registration in Nexus. Parameters, code, and data deployed are tracked for auditability and reproducibility. Virtually any model library or framework can be used including Python, TensorFlow, Keras, and Java.
What industry is Torch.AI in?
Torch.AI's product category is AI Data Infrastructure Software. Its primary akta.pro industry code is HDAEANAA, End-to-End Enterprise AI Platforms (MLOps & Model Lifecycle Management), with a secondary code of HDAEANAI, AI Integration & Orchestration Platforms (Connectors, Workflow, iPaaS for AI). Its NAICS code is 5415 and its SIC code is 7372.