Analytical depth for your decision making

AI-Verdienst-App bundles price data, positions and risk metrics from multiple trading venues in a single, clear view. This allows you to keep an overview between projects without checking multiple platforms in parallel.

Fragmented data, unclear basis for decision-making

Freelancers often manage their capital on the side - between projects, without a fixed analysis rhythm.

Anyone who invests between projects as a freelancer rarely has the time to monitor several Exchange apps in parallel. The result is often a delayed or purely intuitive reaction to market movements. AI-Verdienst-App brings together the relevant data in one place so that decisions are based on an understandable basis and not on the last tab opened.

How data analysis works

Four building blocks that together form a consolidated picture of your own financial situation.

Multi-exchange connection

Positions and price data from multiple trading venues are displayed in a common dashboard. Instead of switching between applications, you see stocks, changes and overall exposure in a consistent overview.

Predictive modeling

Historical price trends and current market data are incorporated into statistical models that calculate possible scenarios. The output is intended as a probability range, not as a prediction with any claim to accuracy.

Real-time data processing

Course data is continuously accessed and processed via standardized interfaces. Changes to positions or market prices appear in the dashboard without manual retrieval by the user.

Risk management algorithms

Position sizes, diversification and overall exposure are checked against defined thresholds. If there are any deviations, you will receive a note with the underlying reasons; the decision remains yours.

Technical framework

  • Connection via standardized API interfaces of the supported trading venues
  • Continuous updating without manual data retrieval
  • Separation of data processing and recommendations for action, comprehensible at any time
  • Access via browser, without additional installation

How AI-Verdienst-App works

The platform is created with Swiss standards of accuracy: clear data structures, comprehensible calculations and a deliberately reduced interface. The goal is not to have as many functions as possible, but rather to have a view that can be understood in just a few minutes even after a full day of work.

Every recommendation can be traced back to the underlying data. This creates transparency for users who want to make their own decisions instead of blindly following an automated output.

AI-Verdienst-App – work environment for analyzing financial data

Methodology behind the recommendations

Four comprehensible steps, from data retrieval to decision.

Data collection

Connection to the supported trading venues via API, consolidation in a structured database.

Model analysis

Historical and current data are evaluated and possible scenarios are calculated.

Recommendation

Results are presented as a suggested course of action with justification, not as a blanket instruction.

Review

You check the assumptions, adjust parameters and decide independently on implementation.

How to handle data: Connections to the trading venues are encrypted; access data is not stored in plain text. Processing is based on the applicable data protection regulations.

Application in practice

Two situations where a consolidated overview makes the difference.

Strategic rebalancing

A freelancer with positions on three different trading venues would like to adjust the weighting of his portfolio to a changed order situation. Instead of examining each platform individually, the dashboard shows the current distribution at a glance and suggests an adjustment based on overall exposure.

Result: A single overview instead of several individual queries as a basis for your own decision.

Risk minimization

When market volatility increases, a position exceeds the predefined threshold for total exposure. The system points out the deviation and presents the underlying calculation, allowing for a conscious response rather than a delayed or impulsive action.

Result: Early, well-founded notification instead of subsequent manual checking.

A consolidated view of your trading venues

AI-Verdienst-App can be connected to existing accounts without having to manually transfer data. The first step is to set up the connection to the trading venues you use.