Who is Seldon Deploy for?

Seldon Deploy provides benefits for a range of different roles involved in machine learning operations. These span from operational concerns to ML performance to management and compliance.

Data scientists can benefit from Seldon Deploy while iteratively developing their models and when these are in production.

They can take advantage of the following features in particular:

  • Catalog of model versions, including model metadata

  • Model performance monitoring, including drift and outlier detection

  • Explanations of model predictions, to understand and improve models

  • Traffic mirroring, to safely experiment with new models