This invention discloses an intelligent financial
risk control system based on ABTest technology, belonging to the field of financial
risk control technology. It includes a
process configuration module, a strategy management module, an ABTest management module, a decision execution engine, a
verification and analysis module, a
machine learning
model integration module, and a real-time monitoring and early warning module. The
system allows for the configuration of
risk control decision-making processes in a visual manner and supports the flexible integration of various strategy tools and
machine learning models. Utilizing ABTest and a champion-challenger (Champion Challenger) mechanism, it conducts parallel testing and scientific evaluation of online strategies and challenger strategies. Based on statistical indicators and model performance indicators, it automatically analyzes and recommends the optimal strategy, achieving intelligent switching and iteration of strategies. This invention features high flexibility,
scalability, and intelligence, improving the accuracy, efficiency, and
system stability of risk control decisions. It is suitable for the risk management and business optimization needs of financial institutions in rapidly changing business environments.