Applying generative models in novel ways can unlock business value, but the complexity makes it hard to evaluate what you're deploying.
The potential use cases for generative AI are vast. However, harnessing this technology comes with its fair share of risks and challenges. Ensuring the accuracy, safety, and reliability of your generative models is crucial across the AI lifecycle.
Robust Intelligence provides a comprehensive solution that enables you to thoroughly evaluate and optimize any generative AI model, empowering you to leverage this cutting-edge technology with utmost confidence.
Robust Intelligence provides a comprehensive solution that enables you to thoroughly evaluate and optimize any generative AI model, empowering you to leverage this cutting-edge technology with utmost confidence.
Automatic generative AI risk assessment
The complexity of generative models makes them difficult to assess comprehensively. Our continuous validation platform evaluates your generative AI models, highlighting vulnerabilities and performance issues. Generate detailed, easy-to-understand reports to optimize your AI systems and maintain compliance.
Test for incorrect and toxic outputs
It's common for generative AI models to produce incorrect or toxic outputs that can have severe repercussions on user experience and your reputation. Robust Intelligence️ automatically generates test cases to ensure the highest standards of quality, safety, and reliability in your AI-generated content.
Detect and remediate security vulnerabilities early
Generative models, especially when connected with your own data sources and applications, open up new vulnerabilities. Proactively test your model for security risks like prompt injection, supply chain vulnerabilities, novel attacks, and data leakage before they can be exploited.
Stay on top of the evolving regulation landscape
From voluntary frameworks to regulatory compliance, we ensure that our tests suites map to the latest updates pertaining to generative models and AI overall.
Run on commercial and open-source foundation models
Easily evaluate various kinds of foundation models, from ChatGPT, and Bard, to Llama and thousands more.
Enforce standards across all models, including generative AI
Generative AI validation is powerful on its own, but even more effective when incorporated into an holistic AI risk management strategy. Our platform allows just that.
Integrate with your custom data sources
If you’re fine-tuning generative models on your data or having them retrieve information from it, you can specify those data sources on our platform for more fine-grained model validation.
"Robust Intelligence helps our data science teams standardize our pre and post-production ML testing practices, reducing time-to-production and the inherent risk associated with ML deployments. Expedia runs hundreds of models in production, developed by multiple teams, which serve hundreds of millions of predictions a day. Robust Intelligence enables our data science teams to continue building cutting edge AI models while minimizing failures."
"As the FDA continues to emphasize removing bias in ML models, the Robust Intelligence Platform is well-positioned to ensure that models in production are robust in a standardized, automated fashion while also being flexible enough to comply with rapidly evolving regulatory guidelines."
"Using the Robust Intelligence Platform, we were assisted in the quality control process (which previously was carried out manually) and proceeded with development more efficiently, robustly, and uniformly. The technical skills of the Robust Intelligence engineers are extraordinary."
“Robust Intelligence serves as a guidepost for us to instill machine learning integrity.”
“Tokio Marine Group utilizes AI across various business areas, from claims services, product recommendations to customer support. Despite the immense benefits of AI, the more we apply AI into our business, the severer the consequences of AI risks are. Robust Intelligence provides unique and unparalleled offerings to identify and address AI vulnerabilities that are otherwise very hard to recognize. We are committed to working with them and further accelerating our business collaboration.”
"Seven Bank leverages AI 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 AI utilization. By constantly guaranteeing the state of AI against changes in customer behavior, service needs, and other potential changes, RI enables us to take a big leap forward in applying AI to bring our services even closer to our customers."
"As companies operationalize AI at an accelerated rate, the consequences of model failure are amplified. Companies must put in measures throughout the model lifecycle to eliminate negative social and economic impact. Robust Intelligence, which instills integrity in ML models, brings additional strength to NEC’s extensive experience and knowledge in using AI. The companies will work together to build and operate AI systems in a safe, reliable, and fair manner for NEC's customers across industries."
