Rubrik Introduces Agent Rewind to Combat Misbehaving AI Agents

Rubrik is introducing Agent Rewind, a new product that helps organizations undo mistakes made by AI agents. The solution also provides visibility into AI actions and enables secure rollback. According to Rubrik, it is already time to pull the emergency brake on some AI agents. Although these agents are designed to autonomously complete or assist business processes, they sometimes fail, leading to technical malfunctions and even legal issues. Recent research shows that AI agents can become “disoriented” and take incorrect shortcuts, potentially using wrong data. “As AI agents gain autonomy and optimize for outcomes, unintended errors can lead to business downtime,” said Anneka Gupta, Chief Product Officer at Rubrik. “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.”

First Solution Against ‘Non-Human Error’

Agent Rewind, available now, enables organizations to trace, control, and safely reverse AI agent actions. It is built on the AI infrastructure of Predibase, which Rubrik recently acquired. Rubrik is not alone in recognizing the seriousness of the emerging agentic threat. Johnny Yu, Research Manager at IDC, describes the risk as follows: “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.”

Extensive Functionality

Agent Rewind makes previously opaque AI actions visible, verifiable, and reversible. It creates an audit trail and immutable snapshots that enable secure rollbacks. Current observability tools only show what happened, but not why or how risky actions can be reversed. The solution offers three core features:

• Context-enriched visibility: Exposes agent behavior, tool usage, and impact, while linking each action to its cause—from prompts to plans to tools—to enable accurate remediation.
• Secure rollback: Uses Rubrik Security Cloud to roll back changes, whether files, databases, configurations, or repositories.
• Broad compatibility: Supports various platforms, APIs, and agent builders, including Agentforce, Microsoft Copilot Studio, and Amazon Bedrock Agents.
“Agent Rewind closes the loop on what happened, why it happened, and how to undo it,” said Chad Pallett, Chief Information Security Officer at BioIVT. “When you use AI, you need observability and secure rollback. Rubrik and Predibase not only offer data security and model speed, but also AI recoverability.”

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Source: Rubrik launches service to fight off misbehaving AI agents on August 12, 2025.

Frequently Asked Questions (FAQ)

AI Agent Behavior and Control

Q: What are AI agents and why do they sometimes misbehave? A: AI agents are autonomous programs designed to complete tasks or assist in business processes. They can "misbehave" or make errors by becoming disoriented, taking incorrect shortcuts, or using incorrect data due to their autonomous nature and optimization for specific outcomes. Q: What is "non-human error" in the context of AI agents? A: "Non-human error" refers to mistakes or malfunctions caused by AI agents, analogous to human error. As AI agents become more autonomous, organizations need solutions to correct these potentially catastrophic mistakes. Q: How does Rubrik's Agent Rewind address the issue of misbehaving AI agents? A: Agent Rewind provides a solution to undo mistakes made by AI agents, offering visibility into their actions and enabling secure rollbacks of undesired actions. Q: What are the core functionalities of Rubrik Agent Rewind? A: Agent Rewind offers context-enriched visibility into agent behavior, tool usage, and impact, along with secure rollback capabilities for various data types and broad compatibility with different agent platforms. Q: How does Agent Rewind differ from standard observability tools? A: While standard observability tools show what happened, Agent Rewind goes further by showing why an action occurred (linking it to prompts, plans, and tools) and provides the ability to reverse risky actions, not just observe them.

Product and Technology

Q: On what technology is Rubrik Agent Rewind built? A: Agent Rewind is built on the AI infrastructure of Predibase, a platform recently acquired by Rubrik. Q: What types of changes can Agent Rewind roll back? A: Agent Rewind, leveraging Rubrik Security Cloud, can roll back changes to files, databases, configurations, and repositories. Q: Which platforms and agent builders are compatible with Agent Rewind? A: Agent Rewind supports a broad range of platforms, APIs, and agent builders, including Agentforce, Microsoft Copilot Studio, and Amazon Bedrock Agents.

Crypto Market AI's Take

The introduction of Rubrik's Agent Rewind highlights a critical need for robust safety nets as AI agents become more integrated into business operations. This development is particularly relevant in the fast-paced and often volatile cryptocurrency market. As AI agents are increasingly used for market analysis, trading strategies, and portfolio management within the crypto space, the potential for errors leading to significant financial losses or security breaches is substantial. Ensuring that these powerful tools have reliable mechanisms for oversight and rollback, as provided by solutions like Agent Rewind, is paramount. Our platform, Crypto Market AI, focuses on leveraging AI for market intelligence and trading, and we recognize the importance of building trust and reliability into these AI-driven systems. Solutions that offer transparency and control, like Agent Rewind, are essential for the responsible adoption of AI in finance, ensuring that the benefits of AI automation can be realized without compromising security or stability.

More to Read:

• AI Agents: Revolutionizing Business Automation and Customer Engagement
• The Future of AI in Cryptocurrency Trading
• Understanding and Mitigating AI Risks in Financial Services