Automated red teaming to satisfy AI risk standards and regulatory compliance

Continuous Validation
Test models and data across the AI lifecycle to prevent risk early and deploy with confidence.
Pair AI Firewall with continuous validation for comprehensive AI risk management.
Pair AI Firewall with continuous validation for comprehensive AI risk management.
Identify risks early in development
Testing models in development is a foundational AI risk management practice. Our platform uses hundreds of specialized tests, as well as algorithmically-generated red teaming attacks, to automatically identify model vulnerabilities and unintended behavior. These tests are run in the background in a CI/CD manner, working unobtrusively to facilitate innovative development.

Spot new risks in production models
The benefits of testing extend to production models. Our platform continues testing models periodically and analyzes the outputs over time. This allows us to identify a wide variety of issues, including novel security threats, data drift, biased predictions, and anomalous data. Our alerts and thresholds, coupled with detailed test results, shortens your time to resolution.
Validate models quickly
Manual, ad hoc testing is time intensive and incomplete. Our automated platform validates models comprehensively in a fraction of the time, translating statistical test results into clearly defined outputs that meet major AI risk frameworks and regulatory requirements. This is especially important when you have a large number of models or versions are updated regularly, such as with third-party LLMs.

Enforce custom AI risk standards
When it comes to model testing, one size does not fit all. While we offer hundreds of tests out-of-the-box, you can easily tune the parameters and add custom tests to meet your needs. These risk standards can be applied to every model used in your organization, turning passive frameworks into active risk mitigation practices.
Run at enterprise scale
Large, high-dimensional data increases vulnerability. We ensure that all your AI model pipelines are secure, no matter their size.
Broad set of supported tasks
Support for everything from named entity recognition to object detection to learning to rank.
Seamless
integrations
Plug in your favorite machine learning libraries and run on your preferred platforms.
Automated Compliance Checks
AI regulations are constantly evolving. Stay abreast of these changes by automatically measuring your model’s compliance to an ever-expanding set of regulations.