DataRobot Announces Industry-First Generative AI Tooling to Secure AI Outcomes

BOSTON, Nov. 13, 2024 — DataRobot has announced add-on AI observability and one-click compliance documentation and testing for businesses to secure AI outcomes. This new release brings industry-first tooling to ensure generative AI applications get and stay compliant with evolving regulations and policies, helping organizations deploy and scale with confidence.

According to a recent DataRobot survey, 45% of AI professionals cited difficulties ensuring the reliability and consistency of their models, even in mature AI organizations, as their top challenge. Respondents confirmed that monitoring outputs in real-time and ensuring dependable performance remain a significant concern for their business.

“To fully benefit from the transformative potential of generative AI, businesses must feel confident that models will perform as expected in real-world scenarios, with consistency, reliability, and accuracy,” said Venky Veeraraghavan, Chief Product Officer, DataRobot. “Our new observability and compliance tooling instills this confidence, empowering businesses to test, mitigate, and document AI solutions thoroughly for resilient outcomes that minimize risk.”

DataRobot addresses these challenges with its new observability and compliance functionality designed to:

Secure Generative AI Assets

• Full observability wrapper for generative AI applications: Safeguard any application with real-time intervention, moderation, and governance in just two lines of code, including OpenAI, Google Vertex, Microsoft Azure, and Databricks.
• Quality assurance testing: Perform red team testing, such as jailbreaks and prompt injection, to stress test your AI applications pre-production to ensure they meet business and security requirements.
• Vector database monitoring and generative AI action tracing: Automate monitoring and alerts to optimize vector database performance, while generative AI action tracing simplifies identifying and resolving root causes.
• Google Cloud Vertex AI integration: New Vertex AI integration brings the full suite of DataRobot evaluation and monitoring tooling to generative AI solutions powered by the Vertex AI Platform and Gemini models.

Comply with Evolving AI Regulations

• One-click generative AI compliance documentation: Navigate evolving international, local, and industry regulations — such as the EU AI Act, NYC Law No. 144, and more — with automated compliance documentation.
• Out-of-the-box compliance testing and alerts: Get and stay compliant with upcoming regulations and enterprise policies using automated compliance tests and an updated guard library to identify and mitigate issues. Real-time alerts make sure your generative and predictive AI solutions stay compliant.

About DataRobot

DataRobot delivers AI that maximizes impact and minimizes business risk. Our AI applications and platform integrate into core business processes so teams can develop, deliver, and govern AI at scale. DataRobot empowers practitioners to deliver predictive and generative AI, and enables leaders to secure their AI assets. Organizations worldwide rely on DataRobot for AI that makes sense for their business — today and in the future.

Source: DataRobot