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RUBRIK AGENT CLOUD
Unleash AI Agents, Not Risk
One misconfigured agent can delete files, expose data, or rewrite records before anyone notices. Enter Rubrik Agent Cloud: the agent operations platform that monitors every agent, governs behavior in real time, and undoes mistakes in minutes.
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What is Rubrik Agent Cloud
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Agents Act at Machine Speed. Your Control Layer Has to Keep Up.
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AI agents now read customer records, call tools, and change production data on their own, often with broad, standing access no one reviewed. Most organizations can't say how many agents they run or what each one touched. Rubrik Agent Cloud is the AI agent operations platform built to change that: the enterprise control layer that rewinds agent mistakes, decides what each agent can access, monitors every action, and governs behavior in real time. It works across any agent framework, as part of Rubrik's agentic cyber resilience platform.
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ROLLBACK
30%
Only 30% of organizations running AI agents have tested ways to contain and reverse harmful agent actions, even though 98% have already faced a disruptive agent incident.
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VISIBILITY
23%
Only 23% of IT and security leaders report full visibility into the agents in their environment, while 86% expect agents to outpace their guardrails within a year.
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SPEED
90%
90% of organizations say they are deploying agents faster than security teams can evaluate or govern them. Competitive pressure keeps adoption ahead of the controls meant to contain it.
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From Pilot to Production, With an Undo Button
Agent sprawl moves faster than any review board. Rubrik Agent Cloud gives security a way to say yes, because any agent mistake can be undone.
Undo, Don't Just Detect.
Most tools stop at the alert. When an agent gets it wrong, Rubrik Agent Cloud rewinds the damage in minutes, so a bad action becomes a footnote instead of an incident.
Ship Agents Faster.
Security stops being the bottleneck. Approved policies, scoped access, and a proven way back let teams move agents from pilot to production without waiting on manual reviews.
Shrink the Blast Radius.
No agent holds standing permissions. Every tool call gets only the access it needs, and risky writes are blocked before they execute, so one bad prompt stays one bad prompt.
Discover, Control and Undo Agent Actions from One Platform
AGENT MONITOR
Monitor Every Agent and Everything It Touches
Connect agent builders like Microsoft Copilot Studio, Amazon Bedrock, OpenAI, Google Gemini Enterprise, and Claude, and Rubrik Agent Cloud discovers every agent automatically. Follow each one on a live map of the data, identities, and tools it uses, with an immutable audit trail of every prompt and tool call.
- Automatic agent discovery across frameworks.
- Live map of agent interactions with data, identities, and tools.
- Immutable audit trail from prompt to tool call.
- Shadow AI and high-risk agents flagged automatically.
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AGENT GOVERNANCE
Keep Every Agent Inside the Lines You Set
Define how agents behave, what they can access, and when. Apply zero-trust, policy-based controls in real time so agents operate safely and within approved boundaries. SAGE, Rubrik's Semantic AI Governance Engine, reads policies written in plain language and enforces them on every action, catching what static rules miss.
- Plain-language policies interpreted by SAGE.
- Best-practice templates or custom guardrails per agent, tool, user, or group.
- Real-time alerts on policy violations.
- SAGE suggests refinements to ambiguous guardrails before a violation.
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AGENT IDENTITY
Give Every Agent Only the Access the Action Needs
Agents shouldn't run on shared service accounts or embedded keys. Agent Identity decides who can do what with agents, federating with Okta and Microsoft Entra ID so each agent acts on behalf of a specific person, and mints a scoped, short-lived token for every tool call. No standing permissions.
- Inventory every agent, MCP server, skill, and plugin.
- Scope MCP and tool access by user and group.
- Just-in-time tokens for every tool call.
- Unauthorized writes blocked before they execute.
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AGENT REWIND
Undo Any Agent Mistake Without a Full Rollback
When an agent deletes files, corrupts records, or changes configurations it shouldn't, Rubrik Agent Cloud rewinds only what that agent touched, back to its last known good state. Recovery takes minutes, with no downtime, no data loss, and no work lost from the people and systems around it.
- Surgical rollback of agent changes to files, data, and configurations.
- Recover in minutes, without downtime.
- Triggered automatically when SAGE detects a violation · Every rewind logged for audit.
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Rubrik Agent Cloud Use Cases
Where Agents Go Wrong, and How Rubrik Puts It Right
Agent Monitor · Forty Agents Nobody Approved
Security runs its first discovery scan and finds forty agents, a dozen MCP servers, and several plugins built by business teams over one quarter, many running on a shared service account with write access to finance systems.
- Every agent, MCP server, skill, and plugin cataloged in one registry
- High-risk agents and over-broad permissions flagged automatically
- Shared credentials replaced with scoped, per-call access
A complete agent inventory in minutes, not a quarter of manual audits
Agent Rewind · The Coding Agent That Rewrote Production
A developer asks a coding agent to tidy up configuration in a staging repo. It points at production instead, rewrites hundreds of config values, and deletes a shared folder before anyone catches it at the next standup.
- Rubrik Agent Cloud traces every change back to the agent session
- Agent Rewind restores only the affected files and configurations
- SAGE adds a guardrail that blocks writes to production paths
Back to a known good state in minutes, without a full rollback
Agent Identity · The Sales Agent That Emailed the Pipeline to a Customer
A rep asks an agent to summarize open opportunities and email follow-ups to customer executives. The rep has CRM and email access, so the agent does too, and it pastes internal pipeline and revenue data into an external email.
- Agent Identity scopes this user's agent to read-only CRM tools
- SAGE flags outbound email containing revenue data before it sends
- The blocked attempt is logged to the exact user and agent
Sensitive data never leaves, and the rep still gets the summary
Agent Governance · The Support Agent That Started Giving Financial Advice
A bank deploys a support agent to answer account questions. Over a week of real conversations, customers start asking about investments, and the agent drifts into recommending products, something no keyword filter was written to catch.
- A plain-language policy, "Do not give financial advice," enforced by SAGE
- Violations detected in real time and the response blocked
- Compliance gets a full record of every flagged exchange
Compliance risk stopped at the first violation, not the first audit
Collection
AI Security and Governance for Agentic Systems
Guides and how-tos on governing AI agents with visibility, auditability, and a way to undo unwanted actions.
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The Rubrik Platform
One Platform for Your Agents, Your Data, and Your Recovery
Rubrik Agent Cloud runs on the same platform that protects the data, code, and systems your agents depend on.
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Rubrik Security Cloud
Secure, monitor, and recover the data, identities, and workloads your agents read and write, across every cloud.
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Rubrik Code Guardian
Red-team an air-gapped copy of your code with frontier AI to find validated attack chains before attackers do.
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Rubrik AI
The cyber resilience agent that discovers threats, reasons through root causes, and runs recovery workflows, with you approving every step.
RESOURCES & EXPERTISE
Learn more from our experts
White paper
17 pages
Rubrik Adds New MCP Support to Expand Access
"Inside Rubrik Agent Cloud: The Blueprint for AI Governance" · The blueprint for governing autonomous agents: how Rubrik Agent Cloud discovers agents, controls their access, enforces policy in real time, and rewinds their mistakes.
Blog
8 min read
Introducing Rubrik Code Guardian: Attack Your Code Before Attackers Do
Rubrik Unveils Rubrik Code Guardian, Harnessing Anthropic's Claude Mythos 5 to Red-Team Code and Prioritize Cyber Risks.
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Solution Brief
2 pages
Rubrik Agent Cloud: Monitor. Control. Remediate
The essential enterprise control layer for AI agents, in one short read: how to see, govern, and undo agent actions, and move from pilot to production.
FAQ
Everything you need to know
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What is an AI agent operations platform?
It's the control layer for AI agents in production. It discovers every agent, decides what each one can access, governs how it behaves, and undoes its mistakes. Without one, agents tend to run on broad credentials with no audit trail. Rubrik Agent Cloud provides all four controls on one platform, across any agent framework.
How do you undo changes made by an AI agent?
Restore what the agent changed, not the whole system. Trace the agent's session to find every file, record, and configuration it touched, then roll back only those to their last known good state. Rubrik Agent Rewind does this in minutes, without downtime, and SAGE can trigger it automatically when a policy violation is detected.
How should AI agents authenticate to enterprise tools?
Not with shared service accounts or embedded API keys. Agents should act on behalf of a specific person, with access scoped to that person's role and granted only for the action at hand. Rubrik Agent Identity federates with Okta and Microsoft Entra ID and mints a short-lived token for every tool call, so no agent holds standing permissions.
How do you find shadow AI agents?
Scan for every agent, MCP server, skill, and plugin, not just the ones IT approved. Business teams often build agents faster than security can review them. Rubrik Agent Cloud discovers agents automatically across frameworks, builds a single registry, and flags high-risk agents and over-broad permissions, so you know where to look first.
Why don't keyword filters work for AI agent policies?
Agents work in natural language, and the same request can be phrased countless ways. A filter that blocks the word "invest" misses an agent quietly recommending a fund. Rubrik's SAGE interprets the meaning of a policy, such as "Do not give financial advice," and evaluates each action against that intent in real time.
Can one platform govern agents built on different frameworks?
Yes, and it should. Most enterprises run agents across several builders, and separate controls for each leave gaps. Rubrik Agent Cloud connects to Microsoft Copilot Studio, Amazon Bedrock, OpenAI, Google Gemini Enterprise, Claude, and custom agents, with one set of policies, one identity model, and one audit trail across all of them.
How is AI agent observability different from LLM observability?
LLM observability tracks the model: tokens, latency, and responses. Agent observability tracks what the agent does: which data it reads, which identities it acts under, and which tools it calls. The risk is in the action, not the answer. Rubrik Agent Cloud captures that full chain in an immutable record, so you can trace any incident end to end.