Rubrik Launches 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, now available, enables organizations to trace, control, and safely reverse AI agent actions. It is built on the AI infrastructure of Predibase, a platform recently acquired by Rubrik. Rubrik is not alone in recognizing the seriousness of the emerging agentic threat. Johnny Yu, Research Manager at IDC, describes the risk: “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. While current observability tools only show what happened, Agent Rewind reveals why it happened and how risky actions can be reversed. The solution offers three core features:

• Context-enriched visibility: Exposes agent behavior, tool usage, and impact, 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 to 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)

About Agent Rewind

Q: What is Rubrik Agent Rewind? A: Rubrik Agent Rewind is a new product designed to help organizations manage and recover from mistakes made by autonomous AI agents. It offers visibility into AI actions and enables secure rollback capabilities. Q: What problem does Agent Rewind solve? A: Agent Rewind addresses the emerging risk of "non-human error" introduced by autonomous AI agents. These agents can sometimes malfunction, leading to technical issues or even legal problems due to incorrect data usage or unintended actions. Agent Rewind provides a way to trace, audit, and reverse these undesired AI actions. Q: How does Agent Rewind provide visibility into AI actions? A: Agent Rewind offers context-enriched visibility, exposing agent behavior, tool usage, and the impact of each action. It links each action back to its cause, from the initial prompt to the final execution, allowing for accurate remediation. Q: What does "secure rollback" mean in the context of Agent Rewind? A: Secure rollback means that Agent Rewind can safely reverse changes made by AI agents to files, databases, configurations, or repositories, leveraging Rubrik's recovery capabilities. Q: What kind of AI agent builders and platforms are supported by Agent Rewind? A: Agent Rewind supports a broad range of platforms, APIs, and agent builders, including Agentforce, Microsoft Copilot Studio, and Amazon Bedrock Agents. Q: What is the advantage of Agent Rewind over traditional observability tools? A: Traditional observability tools show what happened, but Agent Rewind aims to reveal why it happened and how risky actions can be reversed, offering a more complete picture and actionable recovery. Q: Is Agent Rewind built on new technology? A: Agent Rewind is built on the AI infrastructure of Predibase, a platform recently acquired by Rubrik, integrating its advanced AI capabilities with Rubrik's established recovery solutions.

Crypto Market AI's Take

The introduction of Rubrik's Agent Rewind highlights a critical challenge in the rapidly evolving landscape of AI-powered automation: the need for robust control and recovery mechanisms for autonomous AI agents. As AI agents become more sophisticated and integrated into business processes, the potential for unintended consequences grows. This is a sentiment that resonates within the crypto space, where automated trading bots and AI-driven market analysis are increasingly prevalent. Ensuring the reliability and security of these automated systems is paramount, much like the need for secure data handling and transaction processing in cryptocurrency. Rubrik's solution emphasizes the growing importance of "AI recoverability" in enterprise strategy, a concept that could find parallel applications in the financial technology sector, particularly for platforms that leverage AI for market predictions and automated trading strategies. Our own platform, Crypto Market AI, focuses on leveraging AI for accurate market insights and secure trading environments, understanding the critical need for both advanced capabilities and fail-safe measures. We believe that as AI agents become more autonomous, solutions like Agent Rewind will be crucial for maintaining trust and operational integrity, principles that are foundational to our approach to cryptocurrency.

More to Read:

• AI Agents: Capabilities, Risks, and Growing Role
• The Future of Cryptocurrency Trading: AI's Impact
• Understanding AI-Powered Crypto Scams