Knowledge-First App Engine

for Industrial AI

Short on data & labels?
Win with domain expertise. Now.

Proven At-Scale With Industrial AI Leaders



Who Needs Knowledge-First ML?

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

What Makes Machine Learning Fail?

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

Why Isn’t Everyone Doing Knowledge-First AI?

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

What is the role of physics in Industrial AI?

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

“Data Wall” blocking you?

Break through with Aitomatic

Domain expertise is your superpower.
Leverage it to win, while others fumble.


Encode domain expertise.
Combine ML.
Automate everything.

Get product to market. Fast.

Aitomatic Knowledge-First AI App Engine

K1st AppBuilder

Build & combine Knowledge and ML models. Deploy complete AI applications from our powerful K1st-AI environment. For data science and software engineering teams of any size.

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K1st CloudServer

Deploy & manage your K1st-AI apps on the multi-cloud K1st CloudServer. It auto-scales computing resources to meet demands.

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K1st EdgeServer

Power your K1st-AI edge apps with K1st EdgeServer, optimized to run on edge-computing stacks from Arduino, Raspberry Pi, to Qualcomm & Nvidia.

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K1st AppClient

Have users reach your K1st-AI apps on any client devices with K1st AppClients' comprehensive SDKs for web and mobile.

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About Aitomatic

Aitomatic is the world’s only Knowledge-First App Engine for Industrial AI. We help companies encode their domain expertise, combine it with machine learning, and automate everything on a single SaaS platform.

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

We're the team named FastCompany’s Top-10 Most Innovative. We create and maintain the open source project Human-First AI.

Encode Domain Expertise.
Combine ML.
Automate Everything.
Get Product to Market. Today.