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Seldon

MLOps & Monitoring

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About Seldon

A modular MLOps and LLMOps framework (Seldon Core) and enterprise products for deploying, monitoring, and managing real-time ML/LLM inference at scale.

Key Features

  • Model serving & routing — deploy models and compose inference pipelines with routing, A/B tests, and shadowing.
  • Observability & monitoring — production metrics, drift detection, and model performance monitoring.
  • LLM module & streaming — support for GenAI streaming responses and LLM-specific workflows.
  • Open-source core + enterprise offerings — Seldon Core plus commercial Seldon Deploy for enterprise governance.

Use Cases & Best For

Teams deploying real-time inference and GenAI apps with observability and scalable serving needs.
Enterprises that require governance, monitoring, and modular serving across clouds and on-prem.

About MLOps & Monitoring

Model operations and lifecycle management