Predictive Analytics
Statistical models identify recurring market patterns and derive probabilities for future price trends and business developments.
Ertravin KI processes extensive market and company data in real time and translates it into concrete recommendations for action. Each strategy is back-tested against historical data prior to application before becoming part of a decision.
Markets today generate more data than a single person or small team can evaluate in a reasonable amount of time. Anyone who makes decisions based on outdated or incomplete information carries an avoidable risk.
Ertravin KI continuously aggregates relevant data and applies statistical models that detect patterns before they become visible to human observers. Decisions are therefore based on probabilities from the past, not on assessments at the moment.
The Ertravin KI architecture combines forecast models, risk management and ongoing data processing in a system designed for productive use.
Statistical models identify recurring market patterns and derive probabilities for future price trends and business developments.
Each recommendation is automatically checked for volatility, correlation and loss potential before it is displayed to the user.
New data is constantly being incorporated into the models. Changes in the market or industry are recorded without manual updates.
The processing is designed to handle growing amounts of data and remains accessible via any internet connection, regardless of the user's location.
Transparency about the creation process is part of the validation. Every step can be understood before a strategy is released for use.
Market, price and company data are merged and cleaned from multiple sources to create a consistent database.
Each model is tested against historical time periods. Only patterns that are confirmed across multiple market phases are included in the recommendation.
Validated signals are condensed into concrete, prioritized suggestions for action and provided with a risk assessment.
Ertravin KI is used by both individuals with capital investments and teams preparing market entries.
Anyone who manages their capital while working remotely rarely has time for daily market observation. Ertravin KI takes over the ongoing evaluation and only reports a recommendation for action if a model detects a reliable deviation from the expected course. The basis for the decision remains the same, regardless of the location from which access is made.
Before entering a new market, teams need an informed assessment of demand, competition and price levels. Ertravin KI evaluates available industry data and provides the results in a structured form so that decisions can be made on a common basis of data, even if the team works in a distributed manner.
A demo shows how Ertravin KI evaluates your existing data and what signals backtesting produces for your investment or business profile. Institutional tools are therefore also available outside of traditional financial institutions.
Request a demo now