## Simple. Automated. Explainable.

aivis works close to real-world problems, thus minimizing the struggle to translate your question back and forth into something that mathematical approaches can solve.

### Up to the task

Conventional methods have limitations that prevent industrial success. Not so with aivis.

Industrial data-driven challenges are demanding and complex. Thousands of parameters, highly dynamic environments, and the highest standards demand the maximum performance, flexibility, and usability from an AI-based solution. Most conventional methods are just not up to the task: They are either too slow, too expensive, too complicated to use, or just don’t deliver the required quality and therefore limit the industrial success.

aivis is different: Developed for demanding industrial requirements, it delivers the best results very fast, can cope with almost any complexity, and offers transparency. It helps industrial applications to get the most out of their processes.

### AI for real-world problems

Most AutoML platforms address only very distinct types of problems with basic regression and classification. They have very particular and strict data requirements that don’t tolerate any deviations. You have to put in a substantial effort to format the data precisely as required, and you may not feed irrelevant data. Often the result is not transparent or explainable enough to provide real benefit.

Not so with aivis: The game-changing AI technology operates very close to real problems in industry and business. It works on pure and unprocessed raw data and tolerates most of the usual data voids and flaws. No manual removal of irrelevant data or signals is required. aivis enables you to address your industrial use cases straightforward and provides clear and actionable results.

##### Jürgen Käser

Director Paper Process Applications, Voith Group

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.

### Game-changing AI

aivis is an industry-oriented AutoML technology that is entirely proprietary. It builds on the completely new mathematical theory of ‘Geometrical Kernel Machines’: Kernel machines extended by methods from Stochastic Differential Geometry and Quantum Field Theory.

The first step aivis always performs on the data is a data segmentation: Stochastic Differential Geometry is used to find a representation of the data that reveals all dependencies and relationships. Based on that, a proprietary universal cluster algorithm clusters similar geometries. The result is a segmentation of the data where each segment pools similar relationships and importances of the features.

Next, for each segment the metric is determined that best describes its dependencies. In a way, this can be interpreted as calculating the hyperparameters, which eliminates the need for choosing and tuning hyperparameters.

Also, aivis builds and trains a model for each segment. This is accomplished by using methods from Quantum Field Theory: The labels are interpreted as vacuum states of a scalar quantum field whereas the hyperparameters are interpreted as vacuum expectation values of background fields (e.g. Higgs field). Finally, the models are combined to a strong ensemble predictor.

In summary, the preceding segmentation brings two vital benefits: First of all, it is relatively easy to train a model on the segmented data since aivis initially revealed all significant importances and relationships. Second, the results are transparent and interpretable since it is clear which segment contributes to the current prediction to which amount.

## Benefits

aivis opens up a whole new access to your data. Being close to industrial applications, it enables you to get the most out of your data fast and efficient. No excessive data preparation and no data science expertise needed.

##### Thorsten Strebel

Chief Technical Officer (CTO), MPDV

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.

## Features

aivis combines the best of different worlds being fast, flexible, stable, and transparent at the same time.

## Comparison

Due to it’s unique nature and mathematical approach, aivis provides great features and benefits when compared to other AutoML solutions and providers.

### Convinced?

Does what you have just read convince you? Then make the next step and check out your requirements and options!