Censius

Monitor and data checks
- Continuously monitor model inputs & outputs
- Track for prediction, data, and concept drift
- Check for data integrity across the pipeline
- Receive real-time alerts for monitoring violations
- Model health

2. Track performance across model versions
- Evaluate performance without ground-truth
- Compare a model’s historical performance
- Set up fully customized dashboards

- Explainability

3. Understand the “why” behind model decisions
- Improve performance for specific cohorts
- Detect unwanted bias and fix models
- Ensure that models stay compliant

4. Platform agnostic
Any platform | Any Model | Any infrastructure