AITOMATIC
Aitomatic is a private Palo Alto-based AI company that builds Domain Expert Agents (DXA) and open-source foundation models (SemiKong, Llamarine) to capture and operationalize retired industrial operators' expertise for semiconductor, maritime, energy, and industrial enterprises.
- Company typePrivate
- Founded2021
- HeadquartersPalo Alto, United States
- Headcount11–50
- GTM typeB2B
- OfferingSoftware
What AITOMATIC does
Aitomatic is a privately held, Palo Alto-based AI company (11-50 employees, founded 2021) that builds Domain Expert Agents (DXA) for industrial enterprises, encoding decades of retired operators' judgment into autonomous AI agents. The platform is powered by a proprietary "Cognitive Ontology" living knowledge graph and the COSTAR methodology (Curate, Organize, See, Think, Act, Reflect), and is complemented by purpose-built open-source foundation models including SemiKong (semiconductor-focused LLM built on Llama3 with Tokyo Electron) and Llamarine (maritime foundation model built on Llama 3.1 70B with Furuno Electric), plus the OpenSSA small specialist agent architecture and the Dana agentic OS. Customers include TEL, NXP, MaxLinear, Hitachi, Panasonic (cold chain predictive maintenance across 100,000+ units yielding $25M first-year savings), Wesco, Deloitte, and an unnamed financial services client.
Aitomatic generates revenue through enterprise AI software subscriptions for DXA deployments (aiKO for agent creation, aiVA for industrial applications) on a quote-based, annual subscription cadence, supplemented by professional services delivered via channel partners. The go-to-market combines direct enterprise field sales (3-week deployment from kickoff to production) with channel distribution through ITOCHU Techno-Solutions Corporation in Japan and ecosystem reach via the AI Alliance (co-founded with IBM and Meta in December 2023). Disclosed operational outcomes include 95% accuracy on decisions previously requiring senior engineers, 2,400 defects per shift classified at 94% accuracy in semiconductor, root-cause analysis compressed from 3 days to 20 minutes, and 225% growth in operational capacity without headcount addition.
The company has rapidly expanded its surface area since 2023: founding the AI Alliance and OpenSSA (December 2023), securing CTC and Furuno partnerships, launching SemiKong and Llamarine (July and October 2024), and having CEO Dr. Christopher Nguyen named Chief Architect of Project Tapestry alongside Yann LeCun (April 2026). Investors identified include Bloomberg Beta and OSS Capital; funding totals, valuation, and revenue are not publicly disclosed.
AITOMATIC firmographics
Firmographics- Name
- AITOMATIC
- Legal name
- Aitomatic Inc.
- Website
- https://aitomatic.com
- Company type
- Private
- Founded year
- 2021
- Operating status
- Operating
- Headcount range
- 11–50 employees
- Short description
- Aitomatic is a private Palo Alto-based AI company that builds Domain Expert Agents (DXA) and open-source foundation models (SemiKong, Llamarine) to capture and operationalize retired industrial operators' expertise for semiconductor, maritime, energy, and industrial enterprises.
- Ownership category
- akta.pro rank
AITOMATIC industry classification
Industry- Product category
- Industrial AI Platform
- NAICS
- Software Publishers (5132), Custom Computer Programming Services (541511), Computer Systems Design Services (541512)
- SIC
- Services-Computer Programming Services (7371), Services-Computer Integrated Systems Design (7373)
- akta.pro primary industry
- Agents & Autonomous Workflows (Tool Use, Planning, Multi-Agent) (HDAAACAF)
- akta.pro secondary industries
- AI Application Enablement Platforms (Copilot/Agent Frameworks, SDKs) (HDAEANAJ), AI/ML Engineering & Model Development Services (BPAEAHAF), Enterprise AI Data & Knowledge Platforms (Vector Databases, Knowledge Graphs) (HDAEANAH), Generative AI & LLM Solutions Services (RAG, Agents, Copilots) (BPAEAHAG)
Keywords
Where AITOMATIC is headquartered
LocationHeadquarters
- HQ city
- Palo Alto
- HQ country
- United States
- HQ region
- North America
Offices1 record
Markets served
AITOMATIC business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Operations, Marketing or Sales, Others
Revenue model
- Enterprise AI Software Licenses/Subscriptions: B2B enterprise software providing domain-expert AI agents for industrial applications. Products include aiKO for agent creation and aiVA for industrial applications. Enterprise contracts likely involve annual subscriptions with implementation services.
- Professional Services: Implementation, customization, and integration services delivered through partners like ITOCHU Techno-Solutions Corporation for regional deployments and industry-specific solutions.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Subscription | Annual | Enterprise custom pricing based on deployment scope, number of agents, and implementation requirements |
Go-to-market motion2 records
Distribution channels3 records
Marketing channels5 records
AITOMATIC product offering
Product offeringCore offering
AITOMATIC develops and sells AI software that captures industrial operators' expert knowledge as autonomous AI agents. Its core product, DXA (Domain Expert Agents), is powered by the proprietary Cognitive Ontology knowledge graph and the COSTAR methodology to deliver 24/7 production-grade decisioning for semiconductor, maritime, energy, and heavy-industrial customers. The portfolio also includes open-source domain foundation models (SemiKong for semiconductor, Llamarine for maritime), the OpenSSA agent architecture, the Dana agentic operating system, and aiKO and aiVA applications for agent creation and industrial deployment.
Product overview
Aitomatic offers a unified platform of industrial AI products centered on DXA (Domain Expert Agents) and Cognitive Ontology technology. The core DXA product captures expert knowledge using the proprietary COSTAR methodology, while SemiKong and Llamarine provide domain-specific foundation models for semiconductor and maritime industries respectively. OpenSSA and Dana represent open-source components—an architecture for small specialist agents and an agentic operating system—that enable enterprises to build proprietary domain-expert AI. The aiKO and aiVA systems provide agent creation and industrial application capabilities, completing a portfolio where foundation models (SemiKong, Llamarine) feed into agent systems (DXA, Dana) powered by the Cognitive Ontology knowledge graph.
Differentiator
Problem solved
Functional benefit
Brands
- OpenSSA: Open-source Small Specialist Agents framework for industrial AI applications.
- SemiKong
- Llamarine
- Dana
- aiKO
- aiVA
Products and services
- DXA (Domain Expert Agents) Autonomous AI agents that capture, retain, and multiply expert industrial knowledge from operators, working 24/7 and following the COSTAR cycle (Curate, Organize, See, Think, Act, Reflect). Sold to enterprise industrial customers in semiconductor, maritime, and energy sectors.
- Cognitive Ontology A living knowledge graph technology that automatically captures how an enterprise actually works—entity relationships, rules, and causalities—to enable AI agents to reason with institutional knowledge. Powers DXA agents across customer deployments.
- SemiKong World's first open-source Large Language Model purpose-built for the semiconductor industry. Built on Meta's Llama3 with 8B and 70B parameter versions, it enables expert-level manufacturing decisions and is claimed to bring new chips to market 30% faster.
- Llamarine First open-source maritime foundation model built for safety-critical operations at sea. Applies expert maritime knowledge with COLREGs-compliant consistency for navigation assistance and route optimization.
- OpenSSA (Small Specialist Agents) Open-source industrial AI architecture combining small efficient models (Small), domain-specific expertise (Specialist), and agent capabilities for enhanced planning and deliberative reasoning. Used as the foundation for aiKO and aiVA.
- Dana Open-source agentic operating system unifying natural language, symbolic reasoning, and structured execution in a language purpose-built for agents. Provides a platform for adaptive, composable, and explainable AI systems.
- aiKO Agent creation system built on the OpenSSA architecture that turns complex industrial knowledge into precise AI agents, enabling customers to operationalize their domain expertise.
- aiVA Industrial application system built on OpenSSA that turns complex industrial knowledge into precise AI agents, part of AITOMATIC's portfolio for diverse industrial deployment scenarios.
Quantifiable outcome
- 95% accuracy on decisions that previously required senior engineers
- +7 more outcomes
Companies that use AITOMATIC
Customer profileNamed customers9 records
Segments5 records
Ideal customer profiles6 records
AITOMATIC technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
AI capability9 records
Feature7 records
AITOMATIC partnerships and signals
Strategic signalPartnerships
Nine partnerships are on record, tiered minor and core.
- Google (Eric Schmidt)minorMeeting with Party General Secretary To Lam in Vietnam. Schmidt highlighted Vietnam's favorable conditions for AI development and reported on ongoing cooperation projects including Project Tapestry and Data OS.
- Yann LeCun (AI Alliance)coreChief Science Advisor to Project Tapestry. Provides scientific guidance from initial architecture through technical implementation. Project enables federated development of frontier open AI models.
- Furuno Electric Co., Ltd.coreCo-development of Llamarine, the first open-source maritime foundation model for safety-critical navigation. Furuno provided maritime domain expertise and validation, ensuring COLREGs compliance and operational practicality.
- Tokyo Electron (TEL)coreCo-development of SemiKong, the world's first open-source semiconductor LLM. TEL provided semiconductor industry expertise and validation for the model. TEL's Director of Product Lifecycle Management DX served as AI Alliance member providing expert input.
- FPT SoftwareminorAI Alliance collaborator on SemiKong project, contributing to semiconductor AI development and exploring applications for global semiconductor convergence with AI.
- JA Yokohama (Yokohama Agricultural Cooperative)minorProof of concept for agricultural administrative AI using Aitomatic's Industrial Agentic AI technology. Developing domain-specialist AI assistant for employee inquiries and procedure guidance in credit operations.
- ITOCHU Techno-Solutions Corporation (CTC)corePartnership for industrial AI solutions development and deployment in Japanese market. CTC is developing AI solutions using Aitomatic's technology for agricultural and enterprise applications.
- AI Alliance (IBM and Meta)coreFounding member of AI Alliance, a non-profit coalition with 200+ member organizations across 29 countries. Working on open-source frontier AI models through Project Tapestry that preserves sovereignty and local control.
- Fenrir Inc.minorUser-centric Industrial AI solutions collaboration using OpenSSA technology to deliver customized solutions meeting specific customer needs.
Scale indicators12 records
Recent moves6 records
Expansion highlights6 records
AITOMATIC competitors and assessment
Company assessmentMarket position
Competitive moat6 records
Key risks6 records
Key highlights7 records
Customer concentration
AITOMATIC social profiles
Digital presenceAITOMATIC financial estimates
Financial estimateRevenue estimate
Valuation estimate
AITOMATIC leadership team
Management profileNumber of profiles
Profiles4 records
AITOMATIC funding detail
Funding detailFunding overview
Funding rounds1 record
Investors2 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
AITOMATIC 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 AITOMATIC
What does AITOMATIC do?
AITOMATIC develops and sells AI software that captures industrial operators' expert knowledge as autonomous AI agents. Its core product, DXA (Domain Expert Agents), is powered by the proprietary Cognitive Ontology knowledge graph and the COSTAR methodology to deliver 24/7 production-grade decisioning for semiconductor, maritime, energy, and heavy-industrial customers. The portfolio also includes open-source domain foundation models (SemiKong for semiconductor, Llamarine for maritime), the OpenSSA agent architecture, the Dana agentic operating system, and aiKO and aiVA applications for agent creation and industrial deployment.
Is AITOMATIC a public or private company?
AITOMATIC is a private company. It is classified as venture growth investor backed and is currently operating.
When was AITOMATIC founded?
AITOMATIC was founded in 2021. It employs 11 to 50 people.
Where is AITOMATIC based?
AITOMATIC is headquartered in Palo Alto, United States, in the North America region.
How does AITOMATIC make money?
Two revenue lines are on record. Enterprise AI Software Licenses/Subscriptions are the primary driver. The others are professional Services.
Does AITOMATIC have an API?
No public API is recorded for AITOMATIC.
What industry is AITOMATIC in?
AITOMATIC's product category is Industrial AI Platform. Its primary akta.pro industry code is HDAAACAF, Agents & Autonomous Workflows (Tool Use, Planning, Multi-Agent), with a secondary code of HDAEANAJ, AI Application Enablement Platforms (Copilot/Agent Frameworks, SDKs). Its NAICS code is 5132 and its SIC code is 7371.