# Ventures · Avtoris

> Own products of Avtoris: QFT, the free budget app for apprentices in Switzerland, and Avtoris Research.

Own products, with real users.

[To QFT](https://www.avtoris.studio/en/ventures#qft)

Why own products

We build products from problems we know ourselves. Every venture runs live. What we learn there goes into every client project.

Venture 01 · Live

## QFT · Quantitative Finance Tracker

Most budget apps show what you spent. QFT tells you what you can spend today, so the money lasts until payday.

* Users today: ~50

* Forecast models: 6

* Monte Carlo paths: 2000

* For apprentices: CHF 0

*   ### Forecast

    Six models forecast the spending of each day. One of them is TSB, a model for intermittent demand, because many days have no spending.

*   ### Backtest

    A walk forward test measures each model against a simple baseline. The forecast is an ensemble weighted by 1 / MSE (Bates and Granger).

*   ### Risk

    2000 Monte Carlo paths show the range of the balance on payday and the chance to fall below zero before.

*   ### Detection

    QFT finds recurring payments by itself and flags outliers with a robust z score.

*   ### Agents

    An API connects QFT with AI agents. They read a daily report and book expenses.

*   Next.js
*   TypeScript
*   Tailwind CSS
*   Vercel

[Use QFT for free ·](https://qft.avtoris.studio)

Next

## In progress

New ventures start small. We show them here as soon as they have real users.

*   Venture 02 · In progress

    ### Avtoris Research

    Our research on markets, machine learning and applied AI. The first papers come soon.

    avtoris.studio/research

    [https://www.avtoris.studio/en/research](https://www.avtoris.studio/en/research)

## Tell us what you are planning.

[Start a project](https://www.avtoris.studio/en/intake)

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