EVERY YEAR, ENTERPRISES LOSE $3.1 TRILLION TO EXPERTISE THAT WAS NEVER CAPTURED.
MOST AI NAVIGATES KNOWLEDGE. WE BUILD THE MAP.

Your Best Experts’ Knowledge—Captured, Multiplied, and Working 24/7

Powered by Cognitive Ontology
a living map of how your enterprise actually works.

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Your best operators make split-second decisions based on decades of pattern recognition.

None of it is written down. It can’t be searched. And every day, when veterans retire, get promoted, or move on—a little more of it disappears forever.

What if you could capture, retain, and multiply that knowledge?

95 %

accuracy
on decisions that previously required senior engineers

3 weeks

deploy
from kickoff to production, not months

100 +

expert agents
each encoding decades of domain expertise

225 %

growth
in operational capacity without adding headcount

Purpose-Built
for Critical Industries

Semiconductor

  • Equipment Maintenance — 2,400 defects classified per shift at 94% accuracy
  • Process Optimization — root-cause analysis in 20 minutes, not 3 days
  • Chemical Etching — expert-level decisions at 3 AM, no human required
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Maritime

  • Navigation Assistance — real-time route decisions with encoded captain expertise
  • Route Optimization — continuous learning from every voyage
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Energy

  • Grid Control — anomalies detected and resolved before operators notice
  • Equipment Performance — diagnose tube fouling vs. pump failure instantly
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How It Works

Traditional AI tools search documents.

Aitomatic agents understand your operations—how things connect, why decisions get made, and what happens downstream when something changes.

Our agents follow the COSTAR cycle:
    → Curate knowledge from your experts and documents
    → Organize it into causal relationships
    → See anomalies humans would miss
    → Think with domain reasoning
    → Act with encoded judgment
    → Reflect and improve from every outcome.

The result? Agents that don’t just follow instructions—they understand your domain. And every action makes them smarter.

Two semiconductor wafers on processing machines inside a cleanroom manufacturing facility.

Latest Research

Enhancing Q&A with Domain-Specific Fine-Tuning and Iterative Reasoning

A 50-percentage point boost in accuracy, driving semiconductor manufacturing decisions with industrial precision.

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Latest Research

Domain-Aware Neurosymbolic Agentic AI Architecture for Consistency and Accuracy

Novel agentive approach integrating domain knowledge with AI to achieve over 90% accuracy on complex industrial tasks.

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Lab technician wearing gloves handling a precision machine working on a small semiconductor chip on a circuit board.

Latest Research

SemiKong: Curating, Training, and Evaluating An LLM for Semiconductor Industry

World's first open-source LLM purpose-built for the semiconductor industry, enabling expert-level manufacturing decisions .

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Aitomatic: Build The Cognitive Enterprise

Industry-Leading Expertise

Led by Panasonic, Google, and Amazon veterans, we’ve spent a century combined solving one problem: how to capture the expertise that lives only in your best people’s heads—and make it work for everyone, around the clock.

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Aitomatic's SemiKong Uses Al to Reshape Chipmaking Processes

Aitomatic Spearheads AI Revolution in $25T Industrial Economy, Releases OpenSSA as Inaugural Member of AI Alliance with IBM & Meta

SemiKong, the world's first open-source semiconductor-focused LLM, brings new chips to market 30% faster

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About Aitomatic
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