Identify anomalies, vulnerabilities, and areas where your model is influenced by only a small number of features and can be manipulated.
Meet governance requirements with tools that provide essential capabilities to comply with different regulations.
Explain a model’s decision for the entire model, each prediction, and for clusters and groups in understandable terms.
Ensure the stability and accuracy of your model with comprehensive validation metrics.
Development
Deployment
Monitor
Continuously monitor your model in production to detect drifts and anomalies and prevent deterioration in the model’s performance.
Explain
Explain every new prediction with varied information in real-time, including the prediction’s error and certainty.
Report
Generate customized user-friendly reports for different stakeholders and scenarios periodically or on demand.
Mitigate
Suggest actionable steps and receive alerts in order to reduce and mitigate risks in the model.
FAIRNESS
ROBUSTNESS
EXPLAINABLE
Detect
Govern
Explain
Validate
The AI Validation and
Risk Management
Platform
Citrusˣ’s end-to-end platform validates and monitors AI models for Accuracy, Robustness, and Governance
Development
Deployment
FAIRNESS
ROBUSTNESS
EXPLAINABLE
The AI Validation and
Risk Management Platform
Citrusˣ’s end-to-end platform for AI transparency and explainability allows organizations to maintain confidence in their models.
Ensure the stability and accuracy of your model with comprehensive validation metrics.
Validate
Explain a model’s decision for the entire model, each prediction, and for clusters and groups in understandable terms.
Explain
Meet governance requirements with tools that provide essential capabilities to comply with different regulations.
Govern
Identify anomalies, vulnerabilities, and areas where your model is influenced by only a small number of features and can be manipulated.
Detect
Continuously monitor your model in production to detect drifts and anomalies and prevent deterioration in the model’s performance.
Monitor
Explain every new prediction with varied information in real-time, including the prediction’s error and certainty.
Explain
Generate customized user-friendly reports for different stakeholders and scenarios periodically or on demand.
Report
Suggest actionable steps and receive alerts in order to reduce and mitigate risks in the model.
Mitigate
Mitigate
Report
Explain
Monitor
Validate
Explain
Govern
Detect
Why Citrusˣ?
faster time
to production
82%
Agnostic
and easy
transparency
in real-time
100%
Reduce risks
and save
money
Data scientists can use the Summary and Validation pages on the web UI and SDK to validate the performance of their models, investigate results, and address issues.
Build models and improve accuracy
Data Scientists
Connecting
All Stakeholders
An Inclusive Solution from Development to the Field
Data science managers and Chief data officers can track the work of their teams, compare models, and ensure KPIs are being met.
Oversee team’s progress
Data Science Managers and Chief Data Officers
Risk officers and MRMs can use the web UI and reports to verify the soundness of the model, assess the risks, and ensure AI is being used responsibly and fairly according to regulatory requirements.
Check model validity and assess risks
Risk Officers, Model Risk Managers
Executives and regulators can use summarized custom reports to verify the model's strength and accuracy, understand the model's decisions, identify risks, and ensure compliance to protect the organization from potential lawsuits and maintain their reputations.
Receive customized executive reports
Executives and Regulators
Benefits of Citrusˣ
The Citrusˣ’s solution is a unique methodology that comprises multiple proprietary methods. What sets Citrusˣ apart is our ability to dive into local samples in real time.
Proprietary
Technology
Our commitment to transparency sets us apart as we offer a two-fold approach to explainability for your models. On a global and local level, we provide complete and comprehensive explainability.
Full transparency
at every level
How does Citrusˣ compare to other benchmarks? Citrusˣ outperforms international benchmarks such as SHAP and LIME in all performance metrics, which will save you time, costs, and resources.
Outperforms
benchmarks
Uncover precisely where the biases and vulnerabilities are within your model. Citrusˣ empowers you to preempt and avoid discriminatory outcomes, ensuring your model is ethical and fair.
Insight into biases and vulnerable segments
Ultimately, the end goal is to see the results! Citrusˣ Reports simplify the management of multiple deployed models. Our real-time and customized reporting provides an in-depth analysis of model validation and model monitoring.
Automated real
time reports
Ensure your model seamlessly complies with regulations by implementing mitigation measures to minimize risks and vulnerabilities. Citrusx provides you with clear and adequate information about your AI system's functionality, limitations, and potential risks.
Comply with AI Regulations
By downloading the use case, you consent to allow Citrusˣ to store and process the personal information submitted above to provide you with the content requested. For more information on our privacy practices, please review our privacy policy.
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.
See how we reduced risk by 75% by providing transparency into the model.
Collaborating across departments and managing multiple deployment models demands seamless communication, and that's where Citrusˣ comes in. Its real-time report generation provides high-level insights about models which can be shared between model developers and oversight teams to provide a level of confidence and transparency in the model development process. Citrusˣ is becoming an indispensable tool in our workflow, supporting our need to keep everyone up to speed.
By downloading the use case, you consent to allow Citrusˣ to store and process the personal information submitted above to provide you with the content requested. For more information on our privacy practices, please review our privacy policy.
Download our case study to find out how we can help you navigate the intricate landscape of AI development while meeting regulatory standards and upholding the principles of fairness and ethics in AI.
Learn how Citrusˣ can ensure your models are fair and compliant.
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