Seldon · FinOps Profile

Seldon Finops

Name: Seldon Finops
Creator: Seldon
Keywords: MLOps, Machine Learning, Model Serving, Inference, Kubernetes, AI Operations, Drift Detection, Explainability, Canary Deployment, A/B Testing, LLMOps

Seldon is a self-hosted MLOps platform running on Kubernetes, so the primary FinOps considerations relate to the underlying cloud infrastructure costs (compute, storage, networking) rather than SaaS subscription fees. Organizations pay Seldon directly only for commercial Enterprise Platform licenses. All other costs flow through the cloud provider (AWS, GCP, Azure, or on-premises). FOCUS-aligned cost tracking applies to the Kubernetes workloads that run Seldon components and the ML models they serve.

Seldon Finops is the FinOps profile for Seldon on the APIs.io network.

Tagged areas include MLOps, Machine Learning, Model Serving, Inference, and Kubernetes.

Category:

MLOpsMachine LearningModel ServingInferenceKubernetesAI OperationsDrift DetectionExplainabilityCanary DeploymentA/B TestingLLMOps

Seldon Finops

Framework Alignment

FOCUS Columns