Recent studies show that 81% of fund management companies are leveraging AI to improve efficiency. As the industry evolves, integrating AI-driven insights is critical to maintaining competitiveness.
Using RTAI SYSTEM to provide stock, futures, and digital asset trading strategies to capture market opportunities.
Read MoreDynamically allocate assets through arbitrage and hedging to optimize risk-reward and capture market opportunities.
Read MoreStandardized strategy packages and customized solutions to meet diverse needs of individuals and institutions.
Read MoreThrough on-chain analysis and compliance operations, we explore digital asset market opportunities.
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Our AI platform natively supports state-of-the-art SHAP (Shapley Additive Explanations) techniques, allowing each prediction to be broken down into contributions from each input variable. Therefore, for each input variable, we can calculate its contribution (positive or negative), and summing all these contributions gives the model's prediction. Since the number of input variables per model typically ranges from 200 to 500 features, to simplify interpretation, we can group all features belonging to the same semantic "category" and compute their overall contribution. In this way, due to the additive nature of SHAP values, we can explain predictions using a small number (5–6) of "feature categories".
We are never satisfied with the status quo. We continuously strive to optimize investment strategies through technological innovation, ensuring our clients stay ahead in this ever-changing market and gain returns anytime, anywhere.
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