Citrusˣ

Questions from the bench

What makes Citrusˣ different from other explainability tools?

Citrusˣ outperforms international benchmarks such as SHAP and LIME in all performance metrics. The platform's unique ability to dive into local samples in real time and offer two-fold approach to explainability at both global and local levels sets it apart, saving time, costs, and resources.

How does Citrusˣ help with regulatory compliance?

Citrusˣ provides clear insights into AI system functionality, limitations, and risks to ensure seamless compliance with regulations like the EU AI Act and AIDA. The platform's governance tools deliver essential capabilities needed to meet different regulatory requirements.

Who can benefit from using Citrusˣ?

Citrusˣ serves multiple stakeholders including data scientists validating model performance, data science managers overseeing team progress, risk officers assessing model validity and ensuring responsible AI use, and executives receiving customized reports for compliance verification.

What capabilities does Citrusˣ provide for model monitoring?

The platform continuously monitors deployed models in production to detect drifts and anomalies, preventing deterioration in model performance. It generates real-time and customized reports providing in-depth analysis of model validation and monitoring for different stakeholders.

How can Citrusˣ help identify and mitigate model bias?

Citrusˣ uncovers precisely where biases and vulnerabilities exist within a model, enabling organizations to preempt and avoid discriminatory outcomes. The platform empowers teams to ensure their models are ethical and fair while providing actionable mitigation steps.