Rubrik Agent Rewind Empowers Organizations to Undo Agentic AI Mistakes Safely

Rubrik has launched Agent Rewind following its acquisition of Predibase. Powered by Predibase’s AI infrastructure, Agent Rewind enables organizations to undo mistakes made by agentic AI by providing clear visibility into AI agents’ actions and allowing enterprises to rewind changes made to applications and data. “As companies consider investing in AI, they often don’t take into account the mistakes that AI agents can and will make,” said Johnny Yu, Research Manager at IDC. “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.” Anneka Gupta, Chief Product Officer at Rubrik, added, “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.” AI agents hold significant promise but, like humans, are prone to errors that can cause unintended business disruptions. Recent incidents have ranged from technical malfunctions and legal complications to the accidental deletion of entire production databases. A recent study revealed that AI agents frequently become disoriented, choose incorrect shortcuts, and struggle with simple multi-step tasks, exposing critical flaws that undermine their reliability and effectiveness. Agent Rewind addresses these challenges by making previously opaque AI actions visible, auditable, and reversible. It creates an audit trail and immutable snapshots that facilitate safe rollback. Unlike current observability tools that only show what happened, Agent Rewind explains why it happened and how to reverse high-risk actions. Chad Pallett, CISO at BioIVT, a global research and biospecimen solutions provider, stated, “Agent Rewind will close the loop on what happened, why it happened, and how to undo it. When using AI, there is a need for observability and secure rollback. Rubrik and Predibase will provide not just data safety and model speed, but also AI recoverability. In a market craving true observability and remediation, Agent Rewind is the answer I’ve been waiting for.”

Key Features of Agent Rewind

• Context-enriched visibility: Surfaces agent behavior, tool use, and impact while contextualizing each action. It maps actions back to their root cause—from prompts to plans to tools—enabling precise recovery when issues arise.
• Safe rollback: Utilizes Rubrik Security Cloud to rewind changes affecting files, databases, configurations, or repositories.
• Broad compatibility: Integrates seamlessly with numerous platforms, APIs, and agent builders, including Agentforce, Microsoft Copilot Studio, and Amazon Bedrock Agents, and supports any custom AI agent.
Agent Rewind empowers organizations to confidently adopt agentic AI by providing comprehensive observability and recovery capabilities that mitigate risks associated with autonomous AI errors.

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Originally published at Help Net Security on August 12, 2025.

Frequently Asked Questions (FAQ)

Understanding Agent Rewind

Q: What is Rubrik Agent Rewind? A: Rubrik Agent Rewind is a new solution designed to allow organizations to safely undo mistakes made by agentic AI. It provides visibility into AI agent actions and enables rollback of changes to applications and data. Q: How does Agent Rewind help with AI agent mistakes? A: Agent Rewind makes AI actions visible and auditable, providing an audit trail and immutable snapshots for safe rollback. It goes beyond showing what happened to explaining why it happened and how to reverse high-risk actions. Q: What types of AI agents does Agent Rewind support? A: Agent Rewind has broad compatibility and integrates with platforms like Agentforce, Microsoft Copilot Studio, and Amazon Bedrock Agents, and supports any custom AI agent. Q: Why is undoing AI mistakes important for businesses? A: Agentic AI, while promising, can lead to unintended errors causing business downtime. Incidents can range from technical malfunctions and legal issues to accidental data deletion. Agent Rewind helps mitigate these risks, enabling confident adoption of agentic AI. Q: What is "non-human error" in the context of AI agents? A: "Non-human error" refers to mistakes made by AI agents, similar to how humans can make errors. Organizations need solutions to correct these potential catastrophic mistakes, just as they would for human errors.

Crypto Market AI's Take

The introduction of Rubrik Agent Rewind addresses a critical gap in the adoption of agentic AI. As AI agents become more sophisticated and autonomous, the potential for unintended consequences grows. This solution aligns with the broader trend in AI development towards ensuring safety, accountability, and control. In the cryptocurrency space, where data integrity and rapid, accurate execution are paramount, similar principles of traceability and rollback could become essential for AI-driven trading bots and market analysis tools. Ensuring that AI-driven financial systems can safely recover from errors is key to building trust and enabling widespread adoption. For more on the impact of AI in finance, explore our insights on AI agents in finance.

More to Read:

• AI Agents: The Future of Business Automation and Customer Engagement
• Rubrik Expands AI Capabilities with Predibase Acquisition
• Understanding Agentic AI: Risks and Rewards for Businesses