Refract by Fosfor is an enterprise AI platform that reduces up to 70% of the effort by accelerating and automating your entire data science, Artificial Intelligence (AI), and Machine Learning (ML) life cycle, from data discovery to modelling to deployment to monitoring. It brings together the best AI frameworks and templates to prepare, build, train, and deploy high-quality Machine Learning (ML) models for users to experience a seamless and personalised “Build-to-Run” transition on their AI workflows.

Refract provides an abstraction of ML DevOps, which allows data scientists to focus on AI model development, without having to worry about operationalising the models. The platform provides containerised and reproducible notebooks/toolkits, which help build complex models and monitor the performance of data.

Highlights

• Refract simplifies the end-to-end process of the data science journey by providing a one-stop-shop for batch, near real-time, and real-time deployment of your ML applications
• Team can Bring ML model investment into the Refract platform and manage the complete life cycle with more maturity.
• You can monitor and control your models with advanced governance and understand the model behaviour and results with granular tracking and audit.
• Data Scientists and team can easily collaborate on models, performance and cost can be easily optimised, and your ML operational capacity can be scaled without bottlenecks.
• To make and deliver ML applications and APIs that run advanced analytics (Regression, Classification, Forecasting, NLP and more) to any of your existing business applications with ease.