Seldon
Take the risk out of AI.
Overview
Seldon provides a suite of tools for machine learning deployment and monitoring. Their flagship open-source project, Seldon Core, is a powerful and flexible framework for deploying ML models on Kubernetes. Seldon also offers enterprise products that build on this open-source foundation, providing additional features for governance, explainability, and advanced model monitoring. The platform is designed to help organizations deploy models to production faster and more reliably, while managing the associated risks.
✨ Key Features
- Seldon Core: Open-source model serving on Kubernetes.
- Advanced Inference Graphs: Build complex deployment patterns like A/B tests, multi-armed bandits, and ensembles.
- Language and Framework Agnostic
- Seldon Deploy: Enterprise-grade MLOps platform.
- Explainability and Outlier Detection
- Drift and Anomaly Detection
🎯 Key Differentiators
- Powerful open-source foundation with Seldon Core
- Advanced inference graph capabilities
- Strong focus on enterprise-grade deployment and monitoring
Unique Value: Provides a reliable and scalable solution for deploying, managing, and monitoring machine learning models in production, enabling organizations to take the risk out of AI.
🎯 Use Cases (5)
✅ Best For
- Enterprise-scale model deployment and management
- Real-time inference for business-critical applications
💡 Check With Vendor
Verify these considerations match your specific requirements:
- Teams without Kubernetes infrastructure or expertise
- Organizations looking for a platform that covers the entire ML lifecycle, including training and data preparation
🏆 Alternatives
Offers more advanced and flexible deployment capabilities than the basic serving options in some cloud platforms, and provides a more comprehensive enterprise solution than standalone open-source tools.
💻 Platforms
✅ Offline Mode Available
🔌 Integrations
🛟 Support Options
- ✓ Email Support
- ✓ Live Chat
- ✓ Phone Support
- ✓ Dedicated Support (Enterprise tier)
🔒 Compliance & Security
💰 Pricing
✓ 14-day free trial
Free tier: Seldon Core is open-source and free.
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