AITOMATIC

AITOMATIC builds AI agents that capture and apply industrial expertise to automate and optimize complex operational workflows. It converts domain knowledge into reusable intelligence via its DXA Factory and Cognitive Ontology, powering Dana Agents that reason, act, and learn from outcomes. The company delivers these capabilities as a SaaS platform using neurosymbolic AI, large language models, and machine learning to enable predictive maintenance, process optimization, and decision automation. Typical customers include semiconductor, manufacturing, and energy companies seeking production-grade autonomy in high-stakes environments. Aitomatic integrates domain ontologies and model-based reasoning to scale expert knowledge across deployments and compound intelligence over time.

AI AgentsDomain-Expert AIIndustrial AILarge Language ModelsNeurosymbolic AIPredictive MaintenanceProcess OptimizationSemiconductor Industryaitomatic.com

AITOMATIC

AI AgentsDomain-Expert AIIndustrial AILarge Language ModelsNeurosymbolic AIPredictive MaintenanceProcess OptimizationSemiconductor Industryaitomatic.com

HQPalo Alto, US

Team Size26

Open Jobs6

Total Funding-

Latest Fundraise4 years ago

TL;DR

Founded: 2021

Headquarters: Palo Alto, California

Product: SaaS platform delivering domain-specialist AI agents (neurosymbolic + LLMs) for industrial operations

Industry focus: Semiconductor, manufacturing, energy, maritime, agriculture

Notable investors: Ascend Vietnam Ventures (AVV), Larry Kubal, Tess Ventures

Company Overview

Problem Domain

Automating and optimizing complex operational workflows by converting expert domain knowledge into reusable AI agents.

Founded

2021

Industry

Software Development

Tech Stack

neurosymbolic AI

large language models

machine learning

cognitive ontology

model-based reasoning

Funding Track Record

Seed- 2021-12-02

Investors reported for this round include Ascend Vietnam Ventures (AVV), Larry Kubal, and Tess Ventures.

Investor Signal

“Participated investors include VC (Ascend Vietnam Ventures) and angel/individual investors”

Founders

What we do

TL;DR

Company Overview

Funding Track Record

Founders

What we do

AITOMATIC

AI AgentsDomain-Expert AIIndustrial AILarge Language ModelsNeurosymbolic AIPredictive MaintenanceProcess OptimizationSemiconductor Industryaitomatic.com

AITOMATIC

AI AgentsDomain-Expert AIIndustrial AILarge Language ModelsNeurosymbolic AIPredictive MaintenanceProcess OptimizationSemiconductor Industryaitomatic.com

HQPalo Alto, US

Team Size26

Open Jobs6

Total Funding-

Latest Fundraise4 years ago

TL;DR

Founded: 2021

Headquarters: Palo Alto, California

Product: SaaS platform delivering domain-specialist AI agents (neurosymbolic + LLMs) for industrial operations

Industry focus: Semiconductor, manufacturing, energy, maritime, agriculture

Notable investors: Ascend Vietnam Ventures (AVV), Larry Kubal, Tess Ventures

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Company Overview

Problem Domain

Automating and optimizing complex operational workflows by converting expert domain knowledge into reusable AI agents.

Founded

2021

Industry

Software Development

Tech Stack

neurosymbolic AI

large language models

machine learning

cognitive ontology

model-based reasoning

Funding Track Record

Seed- 2021-12-02

Investors reported for this round include Ascend Vietnam Ventures (AVV), Larry Kubal, and Tess Ventures.

Investor Signal

“Participated investors include VC (Ascend Vietnam Ventures) and angel/individual investors”

Founders

What we do

Related Companies

Company	HQ	Industry	Total Funding
ProcessMiner Inc.	🇺🇸Atlanta, US	Data and AnalyticsDeepTechInformation TechnologySoftware	-
Retorio	🇩🇪DE	Administrative ServicesData and AnalyticsDeepTechDesignEducationHR and RecruitingInformation TechnologyMediaProfessional ServicesSoftware	-
Cerrion	🇨🇭CH	—	-
Unframe	🇺🇸Cupertino, US	Data and AnalyticsDeepTechInformation TechnologySoftware	$50M
Delvitech SA	🇨🇭Mendrisio, CH	Data and AnalyticsDeepTechManufacturing	$49M

Join the Team

[Japanese Required] Forward-Deployed Engineer

On-SiteHo Chi Minh City, Ho Chi Minh City, VN

On-Site • Ho Chi Minh City, Ho Chi Minh City, VN

Forward-Deployed Engineer (Customer-Facing, Non-Embedded) Location: Ho Chi Minh City

Type: Full-time, EngineeringFocus: AI Cognitive Ontologies, Agentic Applications, Customer Solutions

About The Role We are hiring Forward-Deployed Engineers (FDEs) to work directly with customers to design, build, and deploy production-grade agentic applications powered by cognitive ontologies and domain-aware reasoning systems. You will be customer-facing but not embedded—supporting multiple accounts through high-impact technical engagements, architecture design, and implementation of critical solution components.

Responsibilities

Teeming tracks opportunities at over 24,000 AI startups, then works with you to find (and land) the one you'll love.

DevOps Engineer

Full-timeSan Francisco, US

Full-time • San Francisco, US

Frontend Developer

InternshipHaifa

Internship • Haifa

Technical Writer

Part-timeNovi Sad, RS

Part-time • Novi Sad, RS

Data Scientist

Full-timeManchester, GB

Full-time • Manchester, GB

Frontend Developer

Part-timeBerlin, DE

Part-time • Berlin, DE

Data Scientist

ContractUtrecht, NL

Contract • Utrecht, NL

Lead technical discovery and translate customer workflows into cognitive ontologies, agent logic, and solution architectures.

Build production-ready components: pipelines, integrations, APIs, domain adapters, reasoning modules.

Guide customers through deploying, validating, and refining agentic applications using our platform.

Collaborate closely with product engineering to surface platform gaps and drive improvements.

Develop reusable patterns, templates, and deployment best practices that scale across customers.

Provide expert technical guidance during workshops, design sessions, and milestone checkpoints.

Strong software engineering background (Python or TypeScript preferred).
Experience with distributed systems, data pipelines, APIs, and system integration.
Ability to communicate clearly with customer engineering and domain teams.
Comfortable working across multiple customer accounts with structured engagement cycles.
Familiarity with AI/ML, agent architectures, or semantic/ontology modeling is a plus.
Strong understanding of Japanese culture and communication norms.
Japanese language proficiency and a good level of English.
Demonstrated experience in customer-facing business engagements, not just development work.

A builder who enjoys solving real customer problems with real engineering.
Equally strong at technical deep dives and customer-facing collaboration.
Thrives in ambiguity and can convert domain complexity into clean technical solutions.

Why you'll love working here

Attractive compensation and benefits commensurate with impact.
Overseas travel opportunities for training and work, providing exposure to international projects and collaborations.
An employee-centric culture that values skills and abilities, providing the necessary tools and resources to excel and advance in careers.
A collaborative work environment that fosters teamwork, knowledge sharing, and innovation.
Flexible working hours.