How Do We Measure Fairness at Citrusx?
At Citrusx, we take fairness seriously. That’s why we’ve developed proprietary fairness metrics that go beyond the basics. Our custom metrics dig deeper into AI outcomes, ensuring not just fairness but accountability at every stage of the AI lifecycle.
We help you dive deeper into your model and find where the biases are and what features are causing the problem even when the outcomes are ok. We not only provide you with the global fairness metrics score but also map regions in the data where the model shows bias. Unlike common fairness solutions that rely on global fairness metrics, our approach offers a more comprehensive set of tests tailored to your organization's needs.
Built around regulatory requirements, our solution provides deeper, more reliable fairness insights. We identify issues AND deliver targeted strategies to mitigate fairness concerns in your model, all while preserving optimal performance. This ensures that your organization stays fully compliant with regulations while maintaining a strong, high-performing AI system.
Want to know how we do it? Stay tuned as we reveal more about our unique approach to AI fairness and visit our website: https://www.citrusx.ai/
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