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