Trust is foundational to adoption of AI. However, most models — machine learning algorithms, statistical models and business rules — often function in oblique, invisible ways as black-boxes. This has resulted in significant concern about five business risks and is slowing down AI adoption in the enterprise.
AI Robustness Risk
Detect adversarial attacks that disrupt or alter long term model performance
AI Data Risk
Ensure audibility of rights, provenance and audibility for data and models
AI Bias & Fairness Risk
Uncover bias in the underlying data types, data sets, ML model, and AI development process
AI Explainability Risk
Enable human users to interpret, understand, and explain machine generated predictions
AI Non-Compliance Risk
Align AI development to be in line with current and emerging local and global regulations
Cortex Certifai helps businesses detect and manage these five risks by answering pressing questions, such as:
- How did the AI system predict what it predicted?
- If a person got an unfavorable outcome from the models, what can they do to change that?
- Has the model been unfair to a particular group?
- How easily can the model be fooled?
Failure potentially leads to:
- Reputational Damage
- Revenue losses
- Regulatory Backlash
- Criminal investigations
- Customer Privacy Loss
- Diminished Public Trust
Cortex Certifai – Now in Trial
Automates model data and risk management to remove Trust as a barrier to AI
Automates data, model vulnerability and risk
Certifai takes the guesswork out of understanding risk and vulnerability in ML models, by automatically probing into the model and testing edge cases. Unique technology means you to not have have access to the internals.
Generates Unique AI Trust Index
Certifai generates a numeric score based on 6 key elements of trust: fairness/bias, robustness, explainability, accuracy, compliance, and auditability. Like a FICO credit score, the AI Trust Index enables you compare your model externally (to the industry) and internally for measurement and go-live criteria.
Specific reporting for all key stakeholders
Certifai helps you engage key stakeholders in building trusted AI with unique reporting for
- AI, Data Teams and IT Experts
- Product and Marketing Executives
- Customers and Employees
- Compliance and Risk Executives
Trust as a Service For Any Cloud Provider
Enterprises using the Red Hat OpenShift stack of AI Services, trust Certifai to automate algorithmic and data vulnerability and risk management
Enterprises using the Amazon stack of AI Services, trust Certifai to automate algorithmic and data vulnerability and risk management
Enterprises using the Azure stack of AI Services, trust Certifai to automate algorithmic and data vulnerability and risk management
Enterprises using the Google Cloud stack of AI Services, trust Certifai to automate algorithmic and data vulnerability and risk management
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