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What is Citrusˣ?
Citrusˣ provides a comprehensive solution for AI validation, explainability, and monitoring. The platform helps organizations maintain confidence in their models by ensuring they are fair, robust, and compliant with regulations.
It offers tools to identify anomalies, vulnerabilities, and biases within models, and provides detailed, real-time explanations for model predictions. The platform supports continuous monitoring to detect drift and performance deterioration, generating customized reports for various stakeholders.
Features
- Validate: Ensure the stability and accuracy of your model with comprehensive validation metrics.
- Explain: Explain a model’s decision for the entire model, each prediction, and for clusters and groups in understandable terms.
- Govern: Meet governance requirements with tools that provide essential capabilities to comply with different regulations.
- Detect: Identify anomalies, vulnerabilities, and areas where your model is influenced by only a small number of features.
- Monitor: Continuously monitor your model in production to detect drifts and anomalies.
- Report: Generate customized user-friendly reports for different stakeholders and scenarios.
- Mitigate: Suggest actionable steps and receive alerts in order to reduce and mitigate risks in the model.
Use Cases
- Validate the performance of AI models.
- Investigate model results and address issues.
- Track team progress and compare models.
- Verify model soundness and assess risks.
- Ensure responsible and fair use of AI.
- Comply with regulatory requirements.
- Receive executive reports on model strength and accuracy.
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