What is Censius?
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.
How to use Censius?
To use Censius, follow these steps: 1. Integrate SDK: Register models, log features, and capture predictions using a Java & Python SDK or REST API. 2. Set up monitors: Choose from dozens of monitor configurations to track the entire ML pipeline. 3. Observe: Analyze model drifts, identify root causes of decisions, slice data into cohorts, gain visibility of model performance, build trust with explainability, and understand business ROI.