WHAT IS
BLACKFOX
Blackfox is a "set and forget" solution for automated and continuos 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 that generates optimal ML models through an evolutionary process.
- Foxtail MLOps module for production, management, and deployment of predictive models on an industrial scale.
PRODUCT HIGHLIGHTS
LOWER
DEVELOPMENT COSTS
Making data-driven predictive models is a tedious, repetitive, and time-consuming process that requires expertise in the field of data science.
The Foxbrain AutoML module automates most of the tasks associated with constructing and implementing a machine learning pipeline, that would normally be engineered by specialized teams.
RAPID
DEVELOPMENT
Foxbrain web application is an intelligent assisant to data scientists that helps you create a data-driven model in just three clicks. If you are pushed to deliver the model in the shortest time and struggle with choosing the best algorithm, configuring the parameteres, and never knowing if you created the best model, Foxbrain AutoML can automatically create the optimal model for the data you work with.
Just import the data, and Foxbrain AutoML will find the optimal scaling method, learning algorithm, and hyperparameteres, so the model achieves the best performance for your business values.
ROBUSTNESS
AND RELIABILITY
Continuous control of model quality is a fundamental feature of our solution.
The Foxtail MLOps module constantly works in the background of the system and checks whether the existing models are the best possible for the currently available data.
It enables the whole system to act as "turn on and forget" solution for predictive models and to automatically adapt to changes in the environment, without user intervention.
SCALABILITY AND FLEXIBILITY
The complexity of integration and difficult maintenance restricts the application of machine learning. The capacity for handling thousands of models simultaneously, enables Blackfox to unleash a full potential of predictive analytics on an industrial scale.
ALWAYS UP-TO-DATE MODELS
Foxtail MLOPs web application is a virtual control room, where you can monitor and manage the whole fleet of your predictive models.Just choose the dataset and the desired level of prediction details, and Foxtail MLOps will automatically create thousands of predictive models for you. ...more
By using Foxtail MLOps web application you can monitor the health of your model fleet, heal those models whose performance does not meet your business goals, make large-scale predictions, and export the models for use in other predictive analytics platforms.
EASY DEPLOYMENT
BLACKFOX solution can be implemented on the client's in-house infrastructure to maintain and preserve compliance with the client's security policies and protocols.
BLACKFOX can be deployed on the Cloud platform-of-choice with TLS encryption protocol protecting communication between the client and Cloud.
Easy-to-use
API
An easy-to-use web API provides developers with a powerful tool for streamlined integration of always-up-to-date predictive models within existing software solutions.
Optimized predictive models created by Foxbrain AutoML module can be also exported in standard formats, for further use on other ML platforms or embedded systems. On the other hand, the models created by other ML tools will always be warmly accepted to join the ride in a Foxtail MLOps fleet.
