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Latest News

Aitomatic Revolutionizes Semiconductor Mfg with SemiKong, World’s 1st Open
Semiconductor Industry Model

LATEST NEWS

Aitomatic’s SemiKong uses AI to reshape chipmaking processes for Tokyo Electron

LATEST NEWS

Semiconductor manufacturers will spend a record $400 billion in 2025-2027

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INTRODUCING AITOMATIC DOMAIN-EXPERT AGENTS (DXA)


FOR SEMICONDUCTORS


SOLVE INDUSTRIAL PROBLEMS WITH EXPERT CONSISTENCY

Capture and Apply Your Team’s Expertise to Drive Operational Excellence



Proven At-Scale With Industrial AI Leaders


Real Customers. Real Revenues. Real AI.

Domain-specific/Proprietary


EXCEPTIONAL ACCURACY

Neurosymbolic AI achieves consistent, expert-level accuracy by leveraging your
team’s expertise.

Productivity/Scale/Ease of Use


KNOWLEDGE PRESERVATION

Capture irreplaceable know-how before it’s lost. Our AI agents learn and adapt
with every interaction.

Industrial grade


FULL OWNERSHIP

Control your AI agents without vendor lock-in. Your knowledge, your IP, solving
your industrial challenges.

Ease of use


SAFE, RELIABLE, SECURE

Industry-specific features ensure safety while AI agents actively optimize
operations to your standards.




MEET AIVA

The Industrial AI Advisor that helps boost your first-time fixed rate.
Powered by Agentic AI, aiVA leverages advanced reasoning and planning
to transform domain-specific knowledge into instant, actionable guidance
for your field engineers and operational teams.
For:  



MEET AIKO

The Industrial AI Knowledge Organizer that helps you capture your unique IP.
aiKO transforms your IP, from documents, datasets, and human experts,
into AI agents, equipped with the ability to reason, plan, and execute,
offering tailored solutions within your unique industrial context.
For: 



LATEST RESEARCH


ENHANCING Q&A WITH DOMAIN-SPECIFIC FINE-TUNING AND ITERATIVE REASONING: A
COMPARATIVE STUDY

Our research shows a 50 percentage point boost in AI accuracy using fine-tuning
and iterative reasoning, transforming decision-making in semiconductors.


Read the full paper on Arxiv.


DANA: DOMAIN-AWARE NEUROSYMBOLIC AGENTS FOR CONSISTENCY AND ACCURACY

Introducing DANA: a neurosymbolic architecture that integrates domain knowledge
to achieve over 90% accuracy on complex tasks. This novel approach outperforms
existing AI systems in consistency and precision.

Read the full paper on Arxiv.


FAQS

How is Aitomatic different from tools like ChatGPT and CoPilot?

Unlike general-purpose AI tools, Aitomatic is specifically designed for
industrial applications. Aitomatic captures your team’s expertise to create
domain-expert AI agents that solve real operational problems, not just provide
information. Aitomatic offers consistent, deterministic results tailored to your
industry’s unique challenges.

What makes Aitomatic AI agents more consistent and reliable?

Aitomatic Domain-Expert Agents (DXAs) use a neurosymbolic AI architecture,
combining symbolic reasoning with neural networks. This approach ensures
deterministic decision-making, matching your best experts' consistency every
time. Unlike purely probabilistic models, DXAs provide reliable, explainable
results crucial for industrial applications.

How does Aitomatic capture and preserve our team’s expertise?

Aitomatic employs a unique knowledge-capture process & tooling that extracts
experiential knowledge directly from your experts. It transforms this expertise
into DXAs, preserving critical insights that might otherwise be lost. This
captured knowledge is then scaled and applied across your operations, ensuring
continuity and improvement even as team members change.

Can Aitomatic solve specific problems in our industrial operations?

Yes, Aitomatic is designed to tackle complex industrial challenges. Our DXAs
don’t just provide information; they actively plan, reason, and solve problems.
From optimizing processes to predicting maintenance needs, DXAs can be
customized to address your specific operational issues, driving tangible
improvements in efficiency and productivity.

Is our data secure with Aitomatic?

Absolutely. We prioritize data security and privacy. Aitomatic can be deployed
on-premises or in your private cloud, ensuring your sensitive information never
leaves your control. We adhere to industry-standard security protocols and can
customize our approach to meet your specific security requirements.

What ROI can we expect from implementing Aitomatic?

ROI varies based on your specific implementation, but our customers typically
see significant returns through improved operational efficiency, reduced
downtime, and enhanced decision-making. By capturing and scaling expert
knowledge, Aitomatic often delivers value that compounds over time. We work
closely with each client to establish clear KPIs and track ROI throughout the
implementation process.


ABOUT AITOMATIC

Aitomatic leads the Semiconductor Industrial-AI revolution with neurosymbolic
Domain-Expert Agents (DXAs) that solve complex operational challenges. Our
unique CAPTURE-TRAIN-APPLY cycle preserves critical expertise, delivering
consistent, industry-tailored solutions.

Led by Panasonic, Intel, HP, Google, and Amazon veterans, our team brings a
century of combined Semiconductor Industrial-AI experience to your toughest
problems. Recognized in FastCompany's Top-10 Most Innovative, we’re defining the
future of industrial operations.


Transform your experts’ insights into powerful AI solutions. Partner with
Aitomatic to unlock the full potential of your industrial knowledge.


SOLVE COMPLEX SEMICONDUCTOR INDUSTRIAL CHALLENGES WITH EXPERT-LEVEL AI. NOW.


Book a Demo

Domain-Expert Agents for industry

3101 Park Blvd
Palo Alto, CA 94306
for teams
 * Process Engineering
 * Fault Diagnostics
 * Field Service

customers
 * Semiconductor - Process Optimization
 * Semiconductor - IC Design
 * Industrial Boilers - Field Services
 * Cold Chain - Predictive Maintenance
 * Financial Data Management

Resources
 * Articles
 * Newsroom
 * Videos
 * Podcasts

Careers
 * Openings

Follow Us
 * 
   /aitomatic
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   @aitomatic
 * Intl AI-Semiconductor Conference
 * OpenSSA


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