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Censius

Censius

Meet Censius, a sophisticated AI Observability and Model Monitoring Platform designed to empower teams in comprehending, evaluating, and enhancing the practical efficiency of AI mo..
5.0 (1)
Free trial version
Product Information
Description
Meet Censius, a sophisticated AI Observability and Model Monitoring Platform designed to empower teams in comprehending, evaluating, and enhancing the practical efficiency of AI models. With its comprehensive insight into both structured and unstructured production models, Censius facilitates a proactive model management approach, ensuring optimal performance at all times.
How to use
To utilize Censius, adhere to these steps:

1. Integrate SDK: Register models, log features, and capture predictions by using a Java & Python SDK or REST API.
2. Configure monitors: Select from a variety of monitoring configurations to oversee the entire ML pipeline.
3. Analyze: Investigate model drifts, pinpoint underlying causes of decisions, segment data into cohorts, enhance visibility of model performance, foster trust through explainability, and comprehend business ROI.
Useful cases
Evaluate and compare various model versions
Monitor data quality and feature distribution
Build trust through model explainability
Understand the ROI of ML models for the business
Analyze the performance of cohorts to ensure consistent decision-making
Detect and investigate model drifts
Gain comprehensive visibility into model performance
Conduct a root cause analysis of model decisions
Core features
  • Monitoring generative AI
  • Automated troubleshooting and monitoring
  • Improving model performance through monitoring and addressing staleness
  • Explainability for intricate predictions
  • Utilizing Censius Analytics to evaluate model performance and its influence on business metrics
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