Censius Introduction

Censius Introduction. Censius is an AI Observability and Model Monitoring Platform that helps teams understand, analyze, and improve the real-world performance of AI models. It offers end-to-end visibility of structured and unstructured production models and enables a proactive approach towards model management.

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What is Censius?

Censius is a comprehensive AI Observability and Model Monitoring Platform designed to help teams gain insights into the performance of their AI models. By providing full visibility into both structured and unstructured production models, Censius allows for proactive model management and continuous improvement.

How to use Censius?

Using Censius involves these steps: 1. Integrate SDK: Utilize the Java & Python SDK or REST API to register models, log features, and capture predictions. 2. Configure monitors: Select from numerous monitoring configurations to oversee the entire machine learning pipeline. 3. Observe and analyze: Examine model drifts, pinpoint decision root causes, segment data into cohorts, monitor model performance, enhance trust through explainability, and assess business ROI.