
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.

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.
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
Automating and optimizing complex operational workflows by converting expert domain knowledge into reusable AI agents.
2021
Software Development
Investors reported for this round include Ascend Vietnam Ventures (AVV), Larry Kubal, and Tess Ventures.
“Participated investors include VC (Ascend Vietnam Ventures) and angel/individual investors”
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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.
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Requirements
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Why you'll love working here