Analytical module, evaluation of the portfolio and robo-advisor
Having the balances and statistics data, we developed a portfolio analytics module and personalized advice system.
Portfolio analytics are calculated based on two primary data sets:
- Portfolio history and current balances of each crypto coin asset.
- Historical market data for each coin and internal analytical scores, defined by the business logic of Kronos app.
In addition to portfolio analytics, Kronos provides the user with personalized advice for portfolio structure and indicates which of its elements need attention/action.
The advice functionality takes into account portfolio balances and analytics, market data analytics, and the so-called User Avatar - a set of personal trading preferences and concerns, defined by the user through a questionnaire form in a corresponding Kronos module.
For future releases it is planned to extend the user avatar and personalized advice modules using machine learning approaches, which would include the users behaviour analysis.