How do you design enterprise-grade LLM governance systems?

Enterprise LLM governance systems enforce policies for security, compliance, auditing, safety, and responsible AI usage.

As LLM adoption grows in enterprises, governance becomes essential to manage operational and regulatory risks.

Governance systems typically include:

Restricting model usage by roles and permissions.

Tracking prompts, outputs, tool usage, and system actions.

Ensuring adherence to regulations like GDPR, HIPAA, or SOC2.

Preventing toxic, unsafe, or policy-violating outputs.

Introducing review pipelines for high-risk actions.

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