DataRobot offers a generative AI observability and moderation system that enterprise customers can apply to AI applications to automatically detect and block harmful or non-compliant outputs in real time. The system uses pre-trained guard models to identify toxicity, personally identifiable information (PII), prompt injection attempts, hallucinations, and off-topic content before they are delivered to end users.

The DataRobot Generative AI Guard Library provides pre-built and configurable guardrail models, including models for PII detection, toxicity classification, emotion classification, prompt injection detection, and hallucination mitigation. Enterprise customers configure these guards as an overlay on their deployed AI applications, and the system intervenes automatically—blocking or modifying outputs—when a guard is triggered. The feature integrates with NVIDIA NeMo Guardrails for additional content safety and jailbreak prevention. DataRobot also provides automated compliance testing against regulations such as the EU AI Act and U.S. state laws, and one-click compliance documentation generation.