Adaptive AI-Driven Stock Scoring for Dynamic Markets
Our state-of-the-art AI models constantly learn from a firehose of data - stocks, commodities, economics, news - over 10,000 daily features. We use advanced machine learning and our own language model to find the most predictive insights. This lets us adapt to shifting markets and give investors an edge, while still keeping the AI's thought process clear.
Amazon, Inc
AMZN
Amazon Inc is a technology corporation.
Now
5.45
Last Week
6.42
Last Month
5.77
Apple Inc
AAPL
Aaple Inc is a technology corporation.
Now
7.23
Last Week
4.23
Last Month
2.75
Microsoft, Inc
MSFT
Microsoft Inc is a technology corporation.
Now
6.83
Last Week
6.53
Last Month
6.03
Pioneering AI-Driven Alpha Generation: A Paradigm Shift in Stock Selection
Sigma-I, DNN's AI engine, combines deep learning, reinforcement learning, and language models to analyze US stocks. It continuously learns on GPUs, assigning scores for short or long positions. Sigma-I delivers real-time recommendations for alpha maximization, scaling in the cloud and adapting with transfer learning. This innovative approach offers superior risk-adjusted returns through AI-powered investing.
Statistical Arbitrage Meets Artificial Intelligence : Unlocking Superior Stock Selection
Sigma-I engine processes thousands of daily features in many categories, uncovering predictive insights from the complex, time-dependent relationships between financial and alternative data.
By harnessing the power of deep learning, reinforcement learning, and our proprietary large language model, Sigma-I identifies the highest-scoring stocks for long and short positions, empowering investors to construct optimal portfolios aimed at maximizing risk-adjusted returns.
Simplified Feature Importance for the week March 18, 2024
| Feature | Weight | Top Item |
|---|---|---|
| Major Equity Indices | 22.5% | TSX Index |
| Commodities | 15.78% | WTI Crude |
| Derivatives | 14.06% | Proprietary |
| Technical Indicators | 10.13% | Proprietary |
| Volatility | 9.80% | Proprietary |
| US Economic Indicators | 8.35% | US 30-Yr Mortgages |
| Currencies | 7.87% | Canadian Dollar rate |
| News | 5.45% | Proprietary |
| Alternative Data | 3.35% | Proprietary |
| Sectors | 2.71% | Financials |
