Censius

Censius Overview

Censius is a comprehensive platform designed to deliver enterprise-level observability at scale. It offers end-to-end AI observability, providing automated monitoring and proactive troubleshooting to build reliable models throughout the machine learning lifecycle. Censius allows users to compare different model versions, conduct data and feature quality checks, verify model performance using metrics, and derive possible ROI out of ML initiatives. It also enables automation of post-production workflow and collection of traffic and metadata logs. Furthermore, Censius provides continuous monitoring of models for drifts and real-time alerts on preferred channels. It also helps in detecting suspicious patterns and explaining decisions to customers with clarity.

Censius Highlights

• Provides a single platform for delivering enterprise-level observability at scale.
• Offers end-to-end AI observability that delivers automated monitoring and proactive troubleshooting.
• Enables comparison of different model versions, data and feature quality checks, and verification of model performance using metrics.