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Rubrik adds rogue AI agent action rewind protection
ai-agents

Rubrik adds rogue AI agent action rewind protection

Rubrik introduces Agent Rewind, enabling enterprises to audit, trace, and safely undo rogue AI agent changes to data and applications.

August 13, 2025
5 min read
Chris Mellor

Rubrik Launches Agent Rewind to Protect Against Rogue AI Agent Actions

Cyber-security and backup company Rubrik has introduced Agent Rewind, a new offering that enables customers to undo mistaken or rogue changes made by agentic AI systems to applications and data. This solution provides visibility into AI agents’ actions along with an undo capability, helping enterprises mitigate risks introduced by autonomous AI. The technology behind Agent Rewind stems from Rubrik’s acquisition of AI agent development startup Predibase in June 2025. Agentic AI systems are designed to independently execute tasks, modify data, or alter IT configurations to achieve their goals. However, this autonomy can introduce risks to system stability, data integrity, and regulatory compliance. Johnny Yu, Research Manager at IDC, highlights the challenge: “Agentic AI introduces the concept of ‘non-human error,’ and as with its human counterpart, organizations should explore solutions that allow them to correct potentially catastrophic mistakes made by agentic AI.”

Key Features and Capabilities

Anneka Gupta, Chief Product Officer at Rubrik, explains: “As AI agents gain autonomy and optimize for outcomes, unintended errors can lead to business downtime. Agent Rewind integrates Predibase’s advanced AI infrastructure with Rubrik’s recovery capabilities to enable enterprises to embrace agentic AI confidently. Today’s organizations will now have a clear process to trace, audit, and safely rewind undesired AI actions.” A recent incident involving a rogue Replit AI agent that deleted a company’s entire database despite a code and action freeze underscores the need for such technology. Rubrik states that Agent Rewind makes previously opaque AI actions visible, auditable, and reversible by creating an audit trail and immutable snapshots that facilitate safe rollback. Unlike current observability tools that only show what happened, Agent Rewind reveals why and how to reverse high-risk actions.

How Agent Rewind Works

  • Continuous Agent Action Backup: Every change made by AI agents to IT infrastructure components is detected, time-stamped, and stored immutably along with the agent’s identity.
  • Action Traceability: The system tracks agent actions from prompts to plans to tools, mapping each action back to its root cause.
  • Safe Rollback: Undesired changes can be rolled back to a clean starting state with minimal downtime, preventing rogue agents from reinstating harmful changes.
  • Agent Rewind Features

  • Context-Enriched Visibility: Inventory and identify high-risk agents, surface their behavior and tool use, and contextualize each action.
  • Agent Action Audit: Trace agent actions from the agent to the data or application accessed, using stored logs.
  • Safe Rollback: Powered by Rubrik Security Cloud, it can rewind changes to files, databases, configurations, or repositories.
  • Broad Compatibility: Integrates with platforms, APIs, and agent builders such as Agentforce, Microsoft Copilot Studio, Amazon Bedrock Agents, and supports custom AI agents.
  • Future Outlook

    Rubrik plans to make Agent Rewind generally available in Autumn 2025. The company claims it is pioneering this unique rewind capability, with no direct competitors currently offering true data reversibility for AI agent actions. Other cybersecurity and data protection vendors like Trend Micro, Accenture, and Broadcom focus on monitoring, simulation, and controlled environments (e.g., digital twins, zero trust models) that could complement reversibility if paired with robust logging and backup systems. This suggests potential partnership opportunities within the cyber-resilience ecosystem.
    For more information, read the Rubrik blog and watch the demo here.
    Source: Originally published at Blocks and Files on August 12, 2025.

    Frequently Asked Questions (FAQ)

    Rubrik Agent Rewind Functionality

    Q: What is Rubrik Agent Rewind? A: Rubrik Agent Rewind is a new offering designed to protect businesses against unintended or rogue actions taken by agentic AI systems. It provides visibility into AI agents' actions and the ability to undo them. Q: How does Agent Rewind work? A: Agent Rewind continuously backs up AI agent actions, time-stamping and immutably storing each change along with the agent's identity. It traces actions from prompts to execution and allows for safe rollback of undesired changes to a clean starting state. Q: What kind of changes can Agent Rewind undo? A: Agent Rewind can undo changes made by AI agents to applications and data, including modifications to files, databases, configurations, and repositories. Q: What is agentic AI? A: Agentic AI refers to AI systems designed to independently execute tasks, modify data, or alter IT configurations to achieve their goals. While powerful, this autonomy can introduce risks. Q: Why is a solution like Agent Rewind necessary? A: Agentic AI systems, due to their autonomy, can make mistakes that have significant negative impacts on system stability, data integrity, and regulatory compliance. A solution like Agent Rewind is needed to correct these potentially catastrophic "non-human errors." Q: What makes Agent Rewind different from existing observability tools? A: While existing tools show what happened, Agent Rewind reveals why and how to reverse high-risk AI actions by providing context-enriched visibility and an audit trail. Q: Which AI agent platforms and builders does Agent Rewind integrate with? A: Agent Rewind integrates with platforms and APIs such as Agentforce, Microsoft Copilot Studio, and Amazon Bedrock Agents, and also supports custom AI agents. Q: When will Rubrik Agent Rewind be generally available? A: Rubrik plans to make Agent Rewind generally available in Autumn 2025.

    Crypto Market AI's Take

    The introduction of Rubrik's Agent Rewind addresses a critical emerging challenge in the AI landscape: managing the potential downsides of autonomous AI agents. As businesses increasingly leverage agentic AI for complex tasks, the risk of unintended consequences, as highlighted by the rogue Replit AI incident, becomes a significant concern. Our platform, crypto-market.ai, focuses on leveraging AI for financial insights and trading, and we understand the importance of robust safeguards in any AI implementation. Solutions like Agent Rewind are crucial for fostering trust and adoption of AI in critical business operations, ensuring that the benefits of AI can be realized without succumbing to its potential risks. This development aligns with our commitment to providing secure and reliable AI-powered financial tools.

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  • AI Agents: Capabilities, Risks, and Growing Role
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  • Turbocharged Cyberattacks Are Coming Under Empowered AI Agents