Neptune.ai raises $8M to streamline ML model development

We are excited to bring Transform 2022 back in-person July 19 and virtually July 20 - 28. Join AI and data leaders for insightful talks and exciting networking opportunities. Neptune.ai, a Polish startup that helps enterprises manage model metadata, today announced it has raised $8 million in series A funding. Whenever an organization experiments with machine learning (ML) models, every iteration that they go through results in metadata such as references and insights from the datasets being used, code versions, environment changes, hardware, evaluation and testing metrics, and predictions. This information is constantly evolving, leaving a complex trail of version histories. So, when something goes wrong, it becomes incredibly difficult for the ML engineers to unpick what caused the issue and when.