Seldon
Take Control of ML and AI Complexity
IvaraX Analysis
Seldon provides an enterprise-grade MLOps platform focused on simplifying the deployment and management of machine learning models at scale. The platform distinguishes itself through its Kubernetes-native architecture, comprehensive monitoring capabilities, and modular approach that supports both traditional ML and emerging GenAI use cases.
Key Strengths
- +Strong focus on production ML with proven enterprise deployments and customer testimonials
- +Comprehensive explainability and monitoring tools for AI compliance and transparency
- +Flexible deployment options supporting hybrid cloud and on-premise environments
- +Mature platform with over a decade of development since 2014
- +Active support ecosystem with accelerator programs, certifications, and dedicated success managers
Ideal For
- →Enterprises requiring real-time ML inference at scale for use cases like fraud detection, recommendations, and search
- →Organizations with strict compliance requirements needing model explainability and transparency
- →Teams looking to deploy and manage LLMs and GenAI applications in production
- →Companies seeking to avoid vendor lock-in with cloud-agnostic ML infrastructure
Things to Consider
- !Platform is Kubernetes-native, requiring teams to have or develop container orchestration expertise
- !Enterprise-focused solution may be more than needed for smaller teams or simple ML deployments
- !Modular pricing structure requires careful evaluation to determine total cost of ownership
About Seldon
Seldon is a London-headquartered MLOps platform provider that has been pioneering machine learning infrastructure since 2014. The company specializes in enabling enterprises to deploy, manage, and scale machine learning models in production environments, offering a comprehensive suite of tools that address the full ML lifecycle. Their flagship product, Seldon Core 2, provides Kubernetes-native pipelines designed to make both traditional ML and GenAI applications production-ready with minimal complexity. The platform emphasizes a data-centric approach to machine learning operations, offering modular solutions including their LLM Module for generative AI applications, Alibi Detect for drift detection and outlier identification, Alibi Explain for model interpretability, and MPM Module for optimizing classification and regression models. Seldon serves some of the world's most innovative teams, helping organizations transition from proof-of-concept to production-scale AI deployments while maintaining transparency, reliability, and compliance. The company also maintains open-source projects including MLServer, a lightweight inference server for simpler deployment scenarios.
Why Choose Seldon
- Vendor-agnostic deployment across any cloud or on-premise environment, avoiding lock-in
- Comprehensive observability with real-time monitoring, drift detection, and explainability built-in
- Kubernetes-native architecture enabling seamless scaling from POC to production
- Cost optimization features including multi-model serving and overcommit capabilities
- Modular pricing and architecture allowing businesses to pay only for needed components
Services
ML Model DeploymentMLOps PlatformLLM Deployment and OptimizationModel Performance MonitoringDrift DetectionModel ExplainabilityReal-time Machine Learning InfrastructureGenAI Application Deployment
Technologies
KubernetesMLServerAlibi DetectAlibi Explain
Tech Stack(detected from website)
KubernetesMLServer (open-source inference server)Python-based ML frameworksCloud-agnostic infrastructureRAG architecture support
Industries Served
Categories
Company Info
- Headquarters
- London, GB
