Seldon Deploy Advanced

The Industry Leading Platform for the Enterprise

Seldon Deploy Advanced

The Industry Leading Platform for the Enterprise

Deploy Advanced is the proven platform to serve, monitor,
explain and manage your machine learning models

82% Productivity Gains

Achieved on average by our customers after their first year of using Seldon to speed up processes

Full Control of ML Systems

Use our latest data-centric pipelines to manage and monitor your ML models holistically so you can quickly pinpoint and diagnose when something goes wrong in your AI implementation

Cost-effective and Eco

Reduce the infrastructure burden of running or thousands of models in production by using an integrated platform

Serve More - Faster

Seldon Deploy Advanced enables the orchestration of models and monitoring components at scale. 

  • Workflow and Configuration Wizards for simple and faster setup and deployments.
  • Canary and A/B Testing for constant optimisation and peak performance
  • Enterprise APIs with SDK resulting in huge time savings and enhanced collaboration across the business
  • Configurable Multi-Model Serving allows you to deploy and host multiple models more cost-effectively

Monitor Your Deployments

Advanced observability & monitoring can be added to your running deployments with built-in dashboards for distribution, drift and outlier detection. Set up alerts when unexpected behavior occurs and take action on production data issues in real time.

  • Operational Dashboards to view performance of all deployed assets in one place
  • Drift Detectors so you can detect shifts in a model’s data dynamics in order to understand when to retrain models across all data modalities – be it text, tabular, image, time series or categorical
  • Outlier Detectors to flag when there are anomalies in model predictions to decide if it is erroneous enough to retrain models across all data types.
  • Error Alerting allows you to quickly respond to incidents  before any negative impact on the business.

Explain Your Model Decisions

Drive deeper insights into model behavior and bias with productised Explainable Artificial Intelligence (XAI) workflows.

  • Alibi Explainers provide insights into potential model output bias which means models can easily be refined through retraining

  • Explainer Dashboards to visualize why something has gone wrong with your model predictions so you can take swift action to fix it.

  • Transparency of Model Predictions. Apply both local and global explainer methods across a range of data modalities to interpret model predictions for black-box or white-box models so you can build your trust towards transparency of model decisions for compliance and governance purposes

Manage Your Assets

Intuitive logging, alerting, and audit trails allow for clearer understanding of ML pipelines across teams. Gain enhanced user management for granular policies and governance.

  • Open Inference Protocol improving portability to platforms that also use this API as we drive for more standardization in the ML industry.
  • Audit Logs using GitOps facilitates reproducibility, the ability to revert back to a previous state of your platform when something goes wrong and when coupled with user management, know exactly who accessed your system to make changes.
  • Model Catalog offers an overview of all metadata related to your model from a single repository including custom fields to help you track model information more effectively
  • Granular User Management allows you to apply specific policies to each user or user group to define access rights down to the model-level so you can control which team members can create, view, update or delete assets in your environment.

What Can Seldon Deploy Advance Do For You?

Seldon Deploy Advanced has enabled us to add explainers alongside 90% of our models. Now we really know our models work the way they were intended to.

Tom Clay

Chief Data Scientist, Covea

Used by the most advanced MLOps teams

Experience The Power

Blazing Fast Speeds

Seldon Deploy Advanced brings you the fastest deployment methods. All made possible through configuration wizards, workflows, and APIs.

Go Green

Mutli model serving allows you to utilize shared infrastructure across your enterprise you can reduce energy consumption as well as cloud/infrastructure costs.

Take Back Control

Compliance and control made simple with user management and role based access. Perfect for running AI in regulated industries.

Schedule a Demo

Complete the form opposite to book a time for seeing a live Deploy Advanced Demo.

One of our reps will contact you shortly afterwards to understand more about you and schedule a time with the team with the experience which matches your use cases.

See it for yourself

Serve, monitor, explain, and manage your models today.

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