# Research · Avtoris

> Avtoris Research studies markets, machine learning and applied AI. We don’t predict the future, we model the variance. What we learn goes into our products.

> We don’t predict the future,
> we model the variance.

Djordje Mojsilovic · CEO, Avtoris

How we research

[Find out more](https://www.avtoris.studio/en/research#ansatz)

## What we research

Three fields, one stance: we only believe what we can measure.

*   ### Markets

    We don’t forecast prices. We measure how far they can swing, and we test signals with data instead of opinion. The focus is on Swiss and European markets.

    *   Do technical signals such as the RSI hold on new data?
    *   What does the order flow show before the price does?
*   ### Machine learning

    We check where models for time series and patterns really do better than simple rules.

    *   When does a model beat a simple rule, and when not?
    *   How do you find patterns in spending without hurting privacy?
*   ### Applied AI

    We measure how AI systems change the web and the work of small companies.

    *   Which AI crawlers read Swiss websites, and what do they take?
    *   Where do AI agents really save time in a small company?

## How we research

1.  1

    ### Question

    We start with a clear question that can be answered with yes or no at the end.

2.  2

    ### Data

    We collect the data and write down where it comes from and what is missing.

3.  3

    ### Test

    We test on data the model has never seen, in many scenarios. Also against our own idea.

4.  4

    ### Result

    We show a range, not a single number. Even when the answer is no.

## From research to product

For us, research is not an end in itself. What we learn goes straight into our tools and into every client project. So our products keep getting better.

*   [From machine learning · QFT · A free budget app for apprentices in Switzerland. It finds patterns in the spending and shows where the money goes. · qft.avtoris.studio ·](https://qft.avtoris.studio)
*   [From applied AI · AI Visibility Check · We check which AI crawlers read your website and what they take from it. · Offerings](https://www.avtoris.studio/en/offerings)

## Stay in the loop.

We write when we have found something. One email per finding, no marketing.

[Subscribe to the newsletter](https://www.avtoris.studio/en/newsletter)

The content of Avtoris Research is for research and education. It is no investment advice and no recommendation to buy or sell financial instruments.

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Quelle: https://www.avtoris.studio/en/research · Überblick für Agenten: https://www.avtoris.studio/llms.txt · Kontakt: djordje.mojsilovic@avtoris.studio