Aitomatic for

Industrial AI


Semiconductor Equipment

Oil & Gas


Aerospace & Defense

Chemical & Material Processing

Need to get to production fast?

Translate your domain-specific knowledge
from natural language to better ML models.

No complex coding required.

Proven At-Scale With Industrial AI Leaders

Real Customers. Real Revenues. Real AI.


How can industrial orgs build powerful capabilities?

“... Leveraging their existing domain expertise is the key ...

Why Isn’t Everyone Doing Knowledge-First AI?

“... there is a cultural barrier in Silicon Valley ...

How is K1st ML different from expert systems?

“... we combine domain expertise with ML ...

How do you deal with automotive cyber attacks?

“... incorporate physical elements and human experience ...

Why do you turn human knowledge into ML?

“... in the physical industries there are not enough data and labels for ML ...

Who Needs K1st ML?

“...everyone in the physical industries knows that machine learning alone fails at these problems ...

What Makes Digital AI Fail?

“... there is simply not enough data for machine learning alone to solve problems of physical industries ...

What is the role of physics in Industrial AI?

“... software engineering plus machine learning plus a physical intuition for are absolutely necessary ...

Digital AI has failed in your Physical world.

Anomaly detection doesn’t diagnose faults for predictive maintenance.
Computer vision is blind to seasonality.
Forecasting models can’t handle pandemics.

Leverage your domain knowledge


Use Aitomatic to translate
your domain-specific knowledge
from natural language to better ML models.

Get to production. Fast.

Aitomatic Industrial AI
is Knowledge-First


Translate your domain-specific knowledge from natural language to ML. Deploy seamlessly into your ML platform. For Industrial AI teams of any size.

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Deploy & manage your AI models anywhere. Meet demands with computing auto-scale.

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Power your AI edge apps and optimize them to run on edge-computing stacks from Arduino, Raspberry Pi, to Qualcomm & Nvidia.

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Have users reach your AI apps on any client devices with comprehensive SDKs for web and mobile.

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About Aitomatic

Aitomatic helps industrial companies translate their domain-specific knowledge, from natural language into ML models, so they can get to production faster.

Led by Google, Amazon and Apple veterans—with 100 person-years Panasonic Industrial-AI experience—we bring a unique combination of deep technical and business understanding of your challenges.

We’re the team named FastCompany’s Top-10 Most Innovative. We are the organizer of Knowledge-First World Symposium where leaders from government, industry, and academia discuss the challenges and opportunities of combining human & machine intelligence.

Get to AI production fast. Today.