Exploring Generative AI Controller

concept brazil Updated Sep 10, 2026 3 min read exploring-generative-ai-controller.md
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Learn how Generative AI Controller works as the control and visibility layer for all generative AI requests across your ServiceNow applications, what it controls, and how it integrates with third-party LLM providers.

Generative AI Controller overview

Every AI request from generative AI features, AI agents, and custom skills passes through Generative AI Controller before reaching your LLM provider. The controller enforces governance policies, applies privacy controls, and records activity for monitoring and troubleshooting.

Generative AI Controller integrates with external LLMs, including ones by OpenAI, Azure OpenAI, Google Cloud (AI Studio and Vertex), IBM watsonx, and Amazon Bedrock.

Note: Depending on your license, you will have access to certain application features, generative AI skills, agentic workflows, and AI agents. For more information, see ServiceNow product tiers.

Generative AI Controller governance and controls

Generative AI Controller manages the following controls for generative AI activity across your ServiceNow applications:

  • Logging

    Records all generative AI requests and responses for debugging and auditing.

  • Rate limiting

    Restricts the number of requests to an LLM provider within a given time frame.

  • Data privacy

    Masks personally identifiable information in prompts before they are sent to an LLM.

  • External LLM connectivity

    Connects your Now Assist applications to a third-party LLM provider.

  • Guardian guardrails

    Applies content and safety policies to generative AI requests.

Generative AI Controller benefits

Benefit Feature
Integrate with third-party AI service providers to customize your AI experience OpenAI, Azure OpenAI, Google AI, IBM watsonx, Amazon Bedrock
Govern and monitor all generative AI activity in your ServiceNow applications Data Privacy, Guardian guardrails, Rate limiting, and Activity logging
Use your own API keys for AI processing Bring your own key for third-party AI provider integration

Get started with Generative AI Controller

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