Seldon Deploy reduces the time to production by providing production grade inference servers optimized for popular ML framework or custom language wrappers to fit your use cases.
Serve your models how you want with advanced deployment patterns: inference pipelines, multi-armed bandits, A/B tests, shadows and canaries.
Add advanced observability & monitoring to your running deployments with built-in dashboards for all the personas you care about.
Integration with Seldon Alibi Detect provides novel drift and outlier detection capabilities to allow you to alert and take action on production data issues in real time.
Track relevant data science metrics-such as accuracy, precision, recall-in real time to ensure robust performance of your deployments.
Drive deeper insights into model behaviour with productised Explainable Artificial Intelligence (XAI) workflows.
Generate explanations across a range of data modalities including tabular, text, and imagery leveraging state-of-the-art machine learning explainability techniques through our Alibi Explain framework.
Build repeatable deployment and monitoring pipelines with fully featured enterprise APIs and Python SDK
Manage existing machine learning models from across your enterprise through a single pane of glass.
Democratize machine learning deployment and monitoring across your organization
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What our users say
Seldon Deploy has enabled us to add explainers alongside 90% of our models. Now we really know our models work the way they were intended to.
Chief Data Scientist, Covea