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Maximize Model Accuracy
and Robustness by
Mitigating Vulnerabilities 
and Biases

Maximize Model Accuracy and Robustness 
by Mitigating Vulnerabilities and Biases

Boost AI model development with a high-definition performance assessment. Eliminate noise and robustness flaws, and increase accuracy and stability by mitigating vulnerabilities through enhanced explainability, robust validation,

and effective monitoring.

Maximize Model Accuracy and Robustness 
by Mitigating Vulnerabilities and Biases

Boost AI model development with a high-definition performance assessment. Eliminate noise and robustness flaws, and increase accuracy and stability by mitigating vulnerabilities through enhanced
explainability, robust validation, and effective monitoring.

element 3

Maximize Model Accuracy
and Robustness by 
Mitigating Vulnerabilities and Biases

Boost AI model development with

a high-definition performance assessment. Eliminate noise and robustness flaws, and increase accuracy and stability by mitigating vulnerabilities through enhanced explainability, robust validation, and effective monitoring.

White circle and dot design element
White circle and dot design element
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Thorough Validation

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Transform your development process with a high-resolution map to swiftly pinpoint and precisely fix model issues.  

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Use proprietary metrics to ensure performance and robustness. 

White circle and dot design element on orange background

Build robust, reliable, and trustworthy models that are better suited for deployment in real-world applications.

White circle and dot design element
White circle and dot design element

Transform your development process with a high-resolution map

to swiftly pinpoint and precisely fix model issues

White circle and dot design element
White circle and dot design element

Use proprietary metrics to ensure performance and robustness

White circle and dot design element
White circle and dot design element

Build robust, reliable, and trustworthy models that are better suited for deployment in real-world applications

White circle and dot design element on orange background

Transform your development process with a high-resolution map to swiftly pinpoint and precisely fix model issues. 

White circle and dot design element on orange background

Use proprietary metrics to ensure performance and robustness. 

White circle and dot design element on orange background

Build robust, reliable, and trustworthy models that are better suited for deployment in real-world applications.

Preview of report about model from Citrusx solution

Maximize Model Accuracy and Robustness 
by Mitigating Vulnerabilities and Biases

Boost AI model development with a high-definition performance assessment. Eliminate noise and robustness flaws, and increase accuracy and stability by mitigating vulnerabilities through enhanced explainability, robust validation,

and effective monitoring.

Fairness metrics visuals from Citrusx UI
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Effective Monitoring

Computer screen with image of Citrusx UI solution homepage
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Easily explain the model’s behavior and predictions to different stakeholders

White circle and dot design element on turquoise background

Analyze explainability at the global, local, cluster, and segment levels

White circle and dot design element on turquoise background

Ensure your model is compliance-ready 

Explainability At Every Level

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Assure your models are continuing to perform at a high level in production

White circle and dot design element on turquoise background

Make sure your models provide accurate and reliable results

White circle and dot design element on turquoise background

Set up alerts according to the tolerance and the thresholds you define

White circle and dot design element
White circle and dot design element

Easily explain the model’s behavior and predictions to different stakeholders

White circle and dot design element
White circle and dot design element

Analyze explainability at the global, local, cluster, and segment levels

White circle and dot design element
White circle and dot design element

Ensure your model is compliance-ready

Frame

Explainability At Every Level

White circle and dot design element
White circle and dot design element

Easily explain the model’s behavior and predictions to different stakeholders

White circle and dot design element
White circle and dot design element

Analyze explainability at the global, local, cluster, and segment levels

White circle and dot design element
White circle and dot design element

Ensure your model is compliance-ready

White circle and dot design element
White circle and dot design element
White circle and dot design element
White circle and dot design element
White circle and dot design element
White circle and dot design element

Explainability At every Level

Computer screen with image of Citrusx UI solution homepage
White circle and dot design element on turquoise background

Easily explain the model’s behavior and predictions to different stakeholders

White circle and dot design element on turquoise background

Analyze explainability at the global, local, cluster, and segment levels

White circle and dot design element on turquoise background

Ensure your model is compliance-ready 

White circle and dot design element on turquoise background

Easily explain the model’s behavior and predictions to different stakeholders

White circle and dot design element on turquoise background

Analyze explainability at the global, local, cluster, and segment levels

White circle and dot design element on turquoise background

Ensure your model is compliance-ready 

White circle and dot design element
White circle and dot design element
White circle and dot design element
White circle and dot design element
White circle and dot design element
White circle and dot design element
White circle and dot design element
White circle and dot design element

Assure your models are continuing to perform at a high level in production

White circle and dot design element
White circle and dot design element

Make sure your models provide accurate and reliable results

White circle and dot design element
White circle and dot design element

Set up alerts according to the tolerance and the thresholds you define

Graph from Citrusx UI

Effective Monitoring

White circle and dot design element on turquoise background

Assure your models are continuing to perform at a high level in production

White circle and dot design element on turquoise background

Make sure your models provide accurate and reliable results

White circle and dot design element on turquoise background

Set up alerts according to the tolerance and the thresholds you define

Graph from Citrusx UI
White circle and dot design element on orange background

Assure your models are continuing to perform at a high level in production

White circle and dot design element on orange background

Make sure your models provide accurate and reliable results

White circle and dot design element on orange background

Set up alerts according to the tolerance and the thresholds you define

White circle and dot design element on turquoise background

Assure your models are continuing to perform at a high level in production

White circle and dot design element on turquoise background

Make sure your models provide accurate and reliable results

White circle and dot design element on turquoise background

Set up alerts according to the tolerance and the thresholds you define

Citrusx Use Case Screenshot

See how we reduced risk by 75% by providing transparency into the model.

Download our case study to learn how we were able to provide transparency into a complex model and reduce potential risks with the Citrusˣ solution.

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