Algorithmia debuts a monitoring tool to prevent drift in machine learning models – IAM Network

Artificial intelligence operations and management software provider Algorithmia Inc. is taking on the chore of machine learning model performance monitoring with a new tool announced today that it says provides greater visibility into algorithm inference metrics. Algorithmia is a Google LLC-backed company that sells software designed to make machine learning projects easier to get off the ground and manage. Its software manages every stage of the machine learning lifecycle, automating model deployment, optimizing collaboration between operations and development, and leveraging existing so-called continuous integration/continuous development processes. It also provides security and governance, and it operates a marketplace for researchers and developers to share ML models they create and get paid when others use them. Algorithmia Insights is the company's latest addition to that software set. The new tool is meant to replace a patchwork of disparate tools and manual processes that companies currently employ in order to monitor the performance of their machine learning models as they work their way into production applications.