January 2022 Summaries

UbiOps and WhyLabs have partnered together to make deploying and monitoring machine learning models easy. UbiOps is an easy-to-use serving and hosting layer for data science code, while WhyLabs provides the missing piece of the puzzle for monitoring and observing ML deployments. The integration allows users to train a model, deploy it with UbiOps, and then monitor it "in production" with WhyLabs. This partnership aims to simplify the process of bringing machine learning models into real-world applications by ensuring their performance doesn't degrade over time.

WhyLabs has introduced a free tier of its model monitoring solution called Starter edition. This allows users to access all features of the AI observability platform without any configuration necessary. The platform is highly scalable and privacy-preserving, ensuring that raw customer data never leaves their environment. It enables monitoring across all key statistics for all model input features with zero configuration required.