Rubrik introduces agentic operations solution

Rubrik has introduced Rubrik Agent Cloud, a layer that sits between applications, agents and the underlying LLMs and leverages Rubrik’s intersection of data, identity, and models to provide a solution for agentic operations.

The platform delivers three core pillars to 'secure AI transformation', starting with continuous monitoring and observability.

Rubrik Agent Cloud automatically scans an environment to populate a dynamic agentic inventory, allowing users to see which agents are running in an ecosystem; understand when they were created, their usage levels, and their risk profile; and gain visibility into exactly what tools and data those agents are accessing.

Rubrik Agent Cloud also provides the tools to enforce policies on both the inputs (prompts) and outputs (responses and tool calls) of agents.

This is done by beginning immediately with out-of-the-box guardrails, such as PII detection, as well as the ability to define unique policies using natural language, with Rubrik’s small language models helping to enforce these dynamically on agent interactions.

If an agent makes a mistake – like deleting critical data – that action is correlated to a previous healthy snapshot to allow for easier recovery. Users can instantly reverse unintended changes and restore assets, such as a dropped database or deleted Salesforce opportunities, directly from backup.

Rubrik Agent Cloud is also designed to be compatible across different agentic stacks, taking a vendor-neutral approach to agent governance.

The solution can operate by integration via a standalone AI gateway for agents built on open-source frameworks like LangChain or direct LLM calls (OpenAI, Claude, etc); backend integrations for platforms like Microsoft Copilot Studio; or deployment and discovery support for agents running directly on endpoints.

“The goal of Rubrik Agent Cloud is to move governance from a theoretical bottleneck to a real-time enabler," said Devvret Rishi, GM of AI at Rubrik.

"By baking guardrails directly into the infrastructure, we give teams the safety they need to innovate and deploy at speed."