Data Security and RBAC

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Sensitive Data Scanning for LLM Observability: Redact sensitive information in your LLM application

Data Access Control

LLM Observability allows you to restrict access to potentially sensitive data associated with your ML applications to only certain teams and roles in your organization. This is particularly important when your LLM applications process sensitive information such as personal data, proprietary business information, or confidential user interactions.

Access controls in LLM Observability are built on Datadog’s Data Access Control feature, which enables enables you to regulate access to data deemed sensitive. You can use the ml_app tag to identify and restrict access to specific LLM applications within your organization.

Data Security and RBAC

Data Access Control

Further reading