AI-READY FACTORS
What are AI-Ready Factors?
“Factors” are specific pieces of data that are considered important in predicting asset returns.
AI-Ready Factors refer to factors that are already in a format that’s easy for an AI/ML model to understand and use. These factors have been selected or engineered to capture valuable financial insights that help predict outcomes like stock price movement.
How can you use the AI-Ready Factors in your ML models?
AI-Ready Factors are processed data that have undergone Axyon AI’s advanced data ingestion pipeline. This process transforms raw financial data into a machine learning-ready format, leveraging our specialised expertise. With the AI-Ready Factors, clients can seamlessly integrate the data into their machine learning (ML) models without the time-consuming tasks of data cleaning and preparation. This allows them to focus entirely on designing and optimising their models for maximum performance.
We offer approximately 40 high-quality, normalised, and ready-to-use uncorrelated AI-Ready Factors, providing a robust toolset for data-driven decision-making.
Our factors derive from set of features that contains:
Mathematical calculations based on a security or market's past price, volume, or open interest.
information related to the company's financial health and performance.
Volatility refers to the degree of variation in a security's price over time. We also extract features from option contracts traded on the underlying assets that belong to the investment universe we cover with our predictions.
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Broader economic data that can influence financial markets, such as Interest Rates, Inflation Rates, Unemployment Rates, Gross Domestic Product (GDP) and Consumer Price Index (CPI).
Deep Insights
Strategic Allocation
Customised Strategies
Continuous refinement and optimisation of engineered factors maintain statistical robustness and relevance.
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Off-the-shelf and bespoke AI-powered investment model strategies on several asset classes and investment universes
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