The proprietary quantitative Options AI model used for Smart Sentiment extraction was developed by Tradelegs LLC, our technology affiliate and parent, and is based on 10 years of options analytics research.
Our technology distinguishes itself from other approaches by combining three areas of intelligence:
- Human Intelligence: Analytical Modeling
- Artificial Intelligence: Machine Learning
- Artificial Intelligence: Logic and Search
Approaches that use AI machine learning alone may be susceptible to historical bias and data uncertainty. Our Smart Sentiment model uses AI logic and search optimization to represent data and model uncertainties and generate confidence bands for predictions. We believe this enables better models and more robust risk controls than legacy approaches.