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Every year, industrial companies lose $3.1 trillion to expertise that was never captured. Most AI navigates knowledge. We build the map.

Your Best Operators' Knowledge—Captured, Multiplied, and Running Your Plants 24/7

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

Trusted by Global Industrial Leaders

TEL MaxLinear Hitachi NXP Panasonic Wesco

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 the Physical World

Expertise, encoded for the environments that run the economy.

Semiconductor manufacturing

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
Maritime shipping

Maritime

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

Energy

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

How It Works

Agents that understand your domain — not just search it.

Traditional AI tools search documents. Aitomatic agents understand your production environment—how things connect, why decisions get made, and what happens downstream when something changes.

C

Curate

Knowledge from your experts and documents.

O

Organize

Into causal relationships.

S

See

Anomalies humans would miss.

T

Think

With domain reasoning.

A

Act

With encoded judgment.

R

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.

Keep It

Your Expertise Is Your Last Moat.

"80% of the world's data is private. OpenAI won't have access to it. …that data gives you a real moat."

Kevin Weil, Chief Product Officer, OpenAI

Every query to closed AI sends your hard-won expertise to someone else's cloud. Aitomatic keeps it yours.

Open Models

No black boxes. Audit, modify, and own the models that encode your expertise.

Self-Hostable

Your data and your agents stay on your infrastructure. Nothing leaves.

Lower TCO

Enterprise-grade AI without enterprise-grade pricing—or enterprise-grade lock-in.

Latest Research

Peer-reviewed work behind the platform.

Semiconductor wafer processing Fabrication facility Cleanroom equipment

Industry-Leading Expertise

Build the Cognitive Plant.

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.

Learn more →

In the Press

Capture the knowledge before it walks out the door.

See how Aitomatic turns your best operators' expertise into agents that run 24/7 — deployed in weeks, owned by you.

Book a Demo →