Predict Edge
Predict Edge is a web-based solution that allows you to relate price and fundamental data using AI and forecast prices with greater accuracy
Analyze the Data
With Predict Edge, you can analyze how every single variable in your data-set behaves and how it interacts with every other variable. These can be plotted on the fly, and can also be visualized graphically to get deeper insights into the correlations.
Build your own AI model
You can choose one of several AI models in-built into the solution and modify those as needed. The solution allows you to not just use any number of variables in your data-set, but also create your own interaction variables that the model can use to predict prices. The models include several advanced ML algorithms, some of which even take seasonality and trend into consideration while predicting prices.
Use in-built Back-testing Module
Once the model is built, you can use the in-built Back-testing Module to see the results. Further fine-tuning of the model can be done on the fly to improve back-testing results, and ensure that desired accuracy is achieved before applying the model to predict prices.
Solution Architecture
The Architecture for Predict Edge is as shown below. The Solution is flexible to allow you to pre-process the data, use the user-selected algorithm, fine-tune it and then generate decision-enabling results.
