Unlock The Power Of MLOps
Unlock The Power Of MLOps With Fast Deployments Advanced Monitoring Model Explainability Actionable Insights
Seldon is trusted by the world's leading MLOPs teams
Accelerate Time To Model Deployment
Supercharge your deployments with:
- Production-ready inference servers optimized for popular ML frameworks
- Advanced deployment patterns: multi-armed bandits, A/B tests, shadows and canaries
- Configurable Multi-Model Serving allows you to deploy and host multiple models more cost-effectively
Explain Your Model's Decisions
Seldon gives you the power of XAI (Explainable AI) to:
- Meet AI trust, risk and compliance regulations
- Predict your model’s likely behavior
- Identify potential biases in models
- Describe model outcomes
Monitor for Outliers, Drift and Performance
Use custom dashboards and alerts to:
- Promote model fairness and reduce bias
- Monitor model performance to ensure stability & reliability
- Receive alerts when your model starts to drift so you can retrain without compromising your results
Manage and Audit Your Pipelines
Enable seamless collaboration across teams
- Intuitive logging, alerting, and audit trails for clearer understanding and collaboration of ML pipelines across teams
- Revert models back to previous states with audit logs using GitOps facilitate reproducibility. Know exactly when something went wrong.
- Advanced user management for granular policies and regulatory compliance
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