Rubrik Launches AI Error Recovery Tool Agent Rewind
Rubrik introduces Agent Rewind, an AI-driven data recovery solution addressing risks of autonomous AI errors in enterprises, following its Predibase acquisition.
Rubrik, Inc. has launched Agent Rewind, a new AI-powered data recovery tool built on Predibase technology. This solution aims to mitigate risks from autonomous AI errors in enterprise environments by enabling organizations to audit and reverse problematic AI agent actions.
Key Highlights:
- Agent Rewind enhances trust in AI deployments by allowing safe reversal of AI-driven actions.
- The launch follows Rubrik's recent acquisition of Predibase, strengthening its AI governance capabilities.
- The tool is positioned to address growing concerns about AI reliability in critical business operations.
Rubrik's Market Position and Competitors
Rubrik's investment narrative hinges on its ability to drive adoption of cyber resilience solutions at the intersection of data security and AI. While the launch of Agent Rewind bolsters its relevance in AI governance, the company still faces intense competition from legacy and cloud-native security vendors.
Notable Partnership:
- Rubrik's collaboration with Sophos integrates secure backup and recovery services with MDR-optimized security for Microsoft 365, aligning with its cloud-first strategy.
Financial Projections and Fair Value Estimates
Rubrik's revenue is projected to reach $2.0 billion by 2028, with earnings forecasted at $264.8 million. This assumes a 26.4% annual growth rate and a significant turnaround from its current loss of -$524.8 million.
Community Fair Value Estimates:
- Six private investors on Simply Wall St have proposed values ranging from US$20.80 to US$112.45.
- Analysts highlight customer adoption as a critical catalyst for Rubrik's future performance.
For more details, explore Rubrik's financial analysis.
Additional Investment Opportunities
- AI in Healthcare: 27 stocks under $10b market cap.
- Quantum Computing: 24 leading companies.
- Early-Stage AI: 19 penny stocks with high growth potential.
Note: This article is for informational purposes only and not financial advice.
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About the Author

Dr. Emily Wang
AI Product Strategy Expert
Former Google AI Product Manager with 10 years of experience in AI product development and strategy formulation. Led multiple successful AI products from 0 to 1 development process, now provides product strategy consulting for AI startups while writing AI product analysis articles for various tech media outlets.