FAQ from Censius
What is Censius?
Censius is a platform for AI Observability and Model Monitoring, designed to help teams understand, analyze, and enhance the real-world performance of AI models. It offers comprehensive visibility into production models and supports proactive model management.
How to use Censius?
To get started with Censius, integrate the SDK with your models, configure monitors to oversee the machine learning pipeline, and then observe and analyze various aspects of model performance, drifts, decisions, and business impact.
How can I use Censius?
Begin by integrating the SDK, set up monitors to track the ML pipeline, and then observe and analyze model performance, drifts, decisions, and business impact.
What are the core features of Censius?
The platform's core features include automated monitoring and troubleshooting, generative AI monitoring, staleness resolution, model explainability for complex predictions, and analytics for assessing model performance and business impact.
What are the use cases of Censius?
Use Censius to identify and analyze model drifts, perform root cause analysis, evaluate cohort performance, gain complete visibility into model performance, foster trust through explainability, understand the business ROI of models, monitor data quality, and compare multiple model versions.