Automated red teaming to satisfy AI risk standards and regulatory compliance

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Identify model vulnerabilities
AI Validation evaluates model vulnerabilities through automated testing and provides the recommended guardrails required to deploy safely in production.

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.
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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.
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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.


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.
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“Artificial intelligence is and always has been fundamental to the CrowdStrike approach to cybersecurity. With Robust Intelligence, our teams are able to prioritize safety and security while developing AI applications at scale without impeding the pace of our innovation.”
Sven Krasser
SVP, Chief Scientist
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“Expedia runs hundreds of models in production, developed by multiple teams, which serve hundreds of millions of predictions a day. Robust Intelligence helps standardize our pre and post-production AI testing practices, reducing time-to-production and the inherent risks associated with AI deployments.”
Dan Friedman
VP of Data Science
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“With the wave of digitization sweeping through the insurance industry, Sompo Japan is proactively adopting AI and other technologies while boldly transforming its conventional operations to realize a more secure, safe, and healthy world. The use of AI always entails risks, however we are undaunted by difficulties together with Robust Intelligence by controlling these risks appropriately, and continue to provide mode value to our clients and world.”
Akiko Murakami
Chief Data Officer
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“NEC is currently working with Robust Intelligence to evaluate LLM performance and eliminate risk by combining our knowledge and technology. By delivering NEC's Japanese LLM that pursues the highest quality in terms of both performance and safety, we will accelerate the use of AI in various industries, driven by generative AI, and contribute to corporate innovation.”
Toshifumi Yoshizaki
Corporate Senior EVP and CDO
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”Generative AI introduces an unmanaged security risk, which is compounded when enriching LLMs with supplemental data. Robust Intelligence's AI Firewall solves this critical problem, giving enterprises the confidence to use LLMs at scale. Our partnership makes it easier for customers to use generative AI while also keeping their data secure with guardrails in place.”
Lena Smart
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"Tokio Marine Group utilizes Al across various business areas, from claims services, product recommendations to customer support. Despite the immense benefits of Al, the more we apply Al into our business, the severer the consequences of Al risks are. Robust Intelligence provides unique and unparalleled offerings to identify and address Al vulnerabilities that are otherwise very hard to recognize. We are committed to working with them and further accelerating our business collaboration."
Masashi Namatame
Chief Digital Officer
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"Seven Bank leverages Al at the core of our ATM services and financial services, addressing societal needs and challenges from our customers' perspective. Robust intelligence ensures the quality of such models, which are critical to Al utilization. By constantly guaranteeing the state of Al against changes in customer behavior, service needs, and other potential changes, RI enables us to take a big leap forward in applying Al to bring our services even closer to our customers."
Yoshiyuki Nakamura
Assistant General Manager, Corporate Transformation