AI for Operations Data

aivis is a goal-oriented AI for operations data that requires no data science expertise. It autonomously analyzes your data creating reports and models to predict process parameters, prevent disruptions, detect abnormal behavior, and more.

Made for industry

aivis was made for operations data, combining a decade of industry experience with game-changing innovations in automated machine learning.


Just define your goal and start aivis, no further domain knowledge has to be inserted, no prior data filtering or cleaning has to be performed, no data science expertise is required.


aivis easily handles thousands of signals and terabytes of data. Its unique approach combines highest performance and reliability with unseen speed and quality.


Have a look at the goals you can achieve with aivis.


How is this related?

Find influencing factors, signal dependencies, and root causes for events.


Detect bad behavior

Watch critical components and systems and detect abnormal behavior in time.


What will happen?

Create soft sensors to predict lab measurements and other quantities.


Avoid disruptions

React to emerging errors in time to apply appropriate countermeasures.

Try the brand new aivis Insights App and get started with aivis for free!

aivis works the other way around

Conventional approaches start by finding a model that “somewhat fits the situation” based on a supposedly relevant data portion. Then they use this model to understand the relevant relations in the dataset. aivis, however, focuses on finding relevant relations and dependencies first. After that, aivis constructs a dedicated model based on the found relations. Working this way around brings multiple benefits:

100% automated

No data filtering is required. aivis figures out autonomously which part of the data is relevant for answering the question.

90% less data preparation

No data cleaning or synchronizing is required. With only one data import all use cases and settings can be executed.

Simple to use

No data science expertise is required. The only user input needed can be answered with domain knowledge.


aivis continuously unearths new relationships that were previously unknown to process experts.


Each result comes with an easily understandable report providing full explainability and actionability.

90% faster

A report or model is usually created within a few minutes up to one hour. Others require several hours up to days.


Let’s hear what our customers and partners have to say about aivis.

aivis helped me to truly understand the root causes of production interruptions such as sheet breaks. Instead of just curing the symptoms, which is current practice in the paper industry, we are now able to eliminate the root causes. After almost 20 years in the industry, I believe that this is a real step forward, helping me to support our customers in boosting production output.

Jürgen Käser

Director Process Applications, Voith Group

With aivis we can today offer our HYDRA customers KPI analyses directly out of the box, which take the understanding of their processes to a new level.

Thorsten Strebel

Chief Technical Officer (CTO), MPDV


aivis is trusted and used by a growing network of industry partners that share our passion for bringing cutting-edge AI and industry together and enabling a smarter, more efficient, and more sustainable industry of tomorrow.

Quality comparison

Comparison of R² of aivis and other Major AutoML Platforms (MAP) based on four different industrial datasets regarding oil viscosity, steel quality, and gas-fired power plant predictions.

The higher R², the better. As can be seen in the chart, aivis is in the lead across the board, both in terms of quality and the spread of quality.


Have a look at the industries for which aivis is already generating value. Since aivis is industry-agnostic, it is continuously expanding its reach into other industries.

Latest news

Stay informed about the exciting news around aivis partners and products.

We designed aivis for process engineers, who need to analyze the operational data from their production processes to gain the insights they need for improvement. They are process experts and have basic knowledge of data-driven production optimization, but usually, they are not data science experts.
Munich (Germany), 30 June 2021 – The AI experts at PerfectPattern introduce the aivis Insights App, which is free to use in its basic version. With this app, engineers, production experts and data scientists in the industry can use the AI technology aivis developed by PerfectPattern to gain insights into their production processes. All it takes is a few mouse clicks – data science knowledge is not necessary.

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