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.

Capabilities

Assisted data preparation: Refract ensures AI-led data discovery, and ML-assisted data wrangling, data quality, and data preparation.
Auto-insights: The platform provides AI-led insights, patterns, and machine reasoning to identify the right-fit ML algorithm for solutions.
Model development: Refract helps data scientist teams to work together with a customised notebook on a containerised and scalable development workbench.
Model registry: The platform allows organisations to create a centralised model registry and ensure version control with configurable cluster execution on hybrid and scalable infrastructure.
Model deployment: The platform is a one-stop-shop for batch near real-time and real-time deployments.
Model monitoring: Refract allows model instruments to depict usage and health check metrics.
Model interpretability: Explain the black-box ML models for better adoption using AI.
Governance and security: Refract offers enterprise governance and security integration like GPU Support, GIT Integration, Hybrid environment, etc.

Refract and Microsoft Azure are integrated together to provide best-in-class enterprise AI solutions for organisations to accelerate and automate the entire ML development and adoption journey from discovery to modelling, deployment, and monitoring.

Get started today with Refract by Fosfor on Microsoft Azure!

Refract by FosforLTIMindtree Limited

Refract by Fosfor

LTIMindtree Limited

Refract by Fosfor

LTIMindtree Limited

Refract by Fosfor
LTIMindtree Limited