Blackfox is a “set and forget” solution for automated and continuous creation, monitoring and self-improvement of data-driven predictive models. It enables you to effortlessly integrate AI into your business without worrying about scarce talent or expensive infrastructure.
Blackfox consists of two modules:
- Foxbrain AutoML module for automated creation of optimal ML models through an evolutionary process. It automates most of the tasks associated with constructing and implementing a machine learning pipeline, that would normally be engineered by specialized teams. It significantly accelerates modeling process by automated feature selection, scaling, and optimization of the model architecture and hyperparameters.
- Foxtail MLOps module for production, management, and deployment of predictive models on an industrial scale. It can handle thousands of predictive models simultaneously, providing continuous data synchronization and models health monitoring. In case of drift detection, it automatically retrains the models or invoke Foxbrain to reoptimize model hyperparameters.