Seldon

What is Seldon?

Seldon is an advanced machine learning platform designed to simplify deploying, monitoring, and scaling ML models. It combines machine learning and DevOps to build, train, and deploy machine learning models. It integrates with Kubernetes to move models from development to production with automation, transparency, and efficiency. The interface provides pipelines, dashboards, and observability tools, making it easier for engineers and data scientists build machine learning and AI models.

Seldon provides multi-model serving, supporting running multiple models simultaneously, real-time drift detection, and uses Alibi Detect to identify bias, anomalies, and data drift in deployed models. It supports hybrid, cloud, and on-premise environments. It provides metrics, logs, and visualization tools for monitoring and troubleshooting. The software provides GenAI support that extends capabilities to large language models, and memory and stage management to help build machine learning models with ease.

Why Choose Seldon?

• Build ML models: Helps in building, training, and developing from development to production, of machine learning models that operate reliably across diverse environments.
• Multiple model support: Allows simultaneous deployment of several models, optimizing infrastructure usage while reducing costs and improving operational efficiency.
• Kubernetes-native Deployment: Integrates directly with Kubernetes clusters, providing scalable workflows for managing machine learning applications.
• Bias & Drift Detection: Continuously monitors data streams, identifying bias or drift early to maintain accuracy and compliance in machine learning predictions.
• Modular Framework: Supports a modular framework to structure AI operations into flexible, interchangeable components, allowing customization and scalability.

Benefits of Seldon

• Powerful AI modeling: It provides a scalable infrastructure that supports complex machine learning models for enterprise-grade applications.
• Easy to manage: Simplifies deployment pipelines with intuitive dashboards, reducing operational complexity for engineering teams.
• Real-time monitoring: Helps in continuous oversight of model performance, detecting anomalies and drift instantly for reliable predictions.
• Memory management: It optimizes resource allocation for efficient handling of multiple machine learning models without compromising system performance.
• Flexible integration: Connects smoothly with cloud, hybrid, and on-premise environments, supporting diverse organizational technology ecosystems.

Pricing of Seldon

Seldon Price starts at USD 18000 at techjockey.com. Seldon comes with multiple pricing plans and caters to a diverse customer base. For subscription-related details and offers on premium packages, please request a call back from our product experts.