Rubrik’s AI-Powered Cyber Recovery Minimizes Data Loss and Downtime

Rubrik's AI-Powered Cyber Recovery Minimizes Data Loss and Downtime

The News: At VMware Explore, Rubrik unveiled Rubrik AI-Powered Cyber Recovery for VMware users to aid administrators in mitigating data loss and reducing downtime following a cyberattack. The solution harnesses generative AI and large language models (LLMs) to offer guided workflows and task lists, streamlining data recovery and bolstering cyber-resilience, ultimately minimizing the impact of cyber threats on organizations. Additional details are available in Rubrik’s Press Release.

Rubrik’s AI-Powered Cyber Recovery Minimizes Data Loss and Downtime

Analyst Take: With cyber-attacks now being an inevitable occurrence for organizations, the main priority for cyber-resiliency has become mitigating potential business impact. For IT Operations, this means limiting data loss and downtime following an attack. This is no easy feat, however. Recovering from ransomware and other cyber-attacks tends to be a highly manual process, largely because the organization needs to investigate when exactly the attack penetrated their environment, and the exact damage that it caused (which systems were infected, etc.) This recovery demands time from skilled IT professionals, which are in short supply today. In fact, in The Futurum Group’s Trends in Enterprise Data Protection 2023 Study, 28% of respondents noted limited IT staff/headcount as a top challenge – surpassed only by budget limitations and high solution costs. The result is data loss and downtime.

Rubrik’s new solution aims to help SecOps teams to accelerate cyber-recovery by using generative AI, LLMs, and automation. Specifically, it provides step-by-step, guided workflows that first utilize vSphere templates to create a new, clean virtual machine (VM) on which to recover, and then to recover unaffected data to this clean environment. This approach helps to speed time-to-recovery and at the same time avoid re-infection.

Building on Rubrik’s partnership with Microsoft, the new solution also uses Azure OpenAI-based recommendations for the “last known good” snapshot or file to recover in order to minimize data loss. Specifically, it builds on the integration with Azure OpenAI that was previously announced. It is worth noting that, in addition to integrating Azure OpenAI, Rubrik’s flagship platform, Rubrik Security Cloud, also integrates with Microsoft Sentinel, a cloud-native SIEM and SOAR platform that provides a unified view of security data from across an organization, including on-premises, cloud, and hybrid environments, and that uses AI and machine learning (ML) to automate threat detection and response.

From an industry perspective, Rubrik’s announcement reflects a trend that The Futurum Group expects to see in using generative AI and LLMs to improve cyber-resiliency. As these capabilities find their way into the hands of malicious attackers to craft increasingly sophisticated attacks, it will become even more important for organizations to find ways to utilize them to meaningfully improve their cyber-resiliency. Example use cases include preventing and detecting attacks through pattern recognition in data, creating and executing more quickly customized responses to attacks, and general education and training on evolving best practices for cyber-resiliency.

Disclosure: The Futurum Group is a research and advisory firm that engages or has engaged in research, analysis, and advisory services with many technology companies, including those mentioned in this article. The author does not hold any equity positions with any company mentioned in this article.

Analysis and opinions expressed herein are specific to the analyst individually and data and other information that might have been provided for validation, not those of The Futurum Group as a whole.

Other Insights from The Futurum Group:

Microsoft and Partners will Strengthen Microsoft 365 Data Protection

AWS Storage Day 2023: AWS Tackles AI/ML, Cyber-Resiliency in the Cloud

BlueVoyant’s AI-Powered Cyberdefense Platform Responds to Threats

Author Information

Krista Case

Krista Case brings over 15 years of experience providing research and advisory services and creating thought leadership content. Her vantage point spans technology and vendor portfolio developments; customer buying behavior trends; and vendor ecosystems, go-to-market positioning, and business models. Her work has appeared in major publications including eWeek, TechTarget and The Register.

Related Insights
Qualcomm's Snapdragon Reality Elite Ups the Stakes for Spatial AI
July 6, 2026

Qualcomm’s Snapdragon Reality Elite Ups the Stakes for Spatial AI

Olivier Blanchard, Research Director & Practice Lead, Intelligent Devices at Futurum, Qualcomm's Snapdragon Reality Elite positions the chipmaker as a spatial AI leader, enabling on-device processing for mixed reality experiences....
SAP's Dremio Acquisition
July 6, 2026

SAP’s Dremio Acquisition Provides Agentic AI Data Foundation

Keith Kirkpatrick, Vice President & Research Director, Enterprise Software & Di at Futurum, SAP's Dremio acquisition strengthens its Business Data Cloud and agentic AI roadmap, enabling analytical workloads across SAP...
NVIDIA DSX Promises More Revenue per Gigawatt. Who Actually Captures It?
July 6, 2026

NVIDIA DSX Promises More Revenue per Gigawatt. Who Actually Captures It?

Brendan Burke, Research Director at Futurum, analyzes how NVIDIA's DSX design and revenue sharing model increase token efficiency and capture recurring value from AI infrastructure deployments....
Why AI Coding Costs Are Spiraling: Context, Not Usage, Is the Real Culprit
July 6, 2026

Why AI Coding Costs Are Spiraling: Context, Not Usage, Is the Real Culprit

As enterprise AI moves into production, organizations face a cost crisis. New analysis shows bloated AI coding bills stem from insufficient codebase context, forcing leaders to rethink ROI measurement strategies....
Is AI Ready for Real Work, or Are Enterprises Still Stuck in Experimentation?
July 4, 2026

Is AI Ready for Real Work, or Are Enterprises Still Stuck in Experimentation?

Most enterprises claim advanced AI maturity, but lack governance and deployment strategies. Leading organizations are moving from experimentation to measurable AI impact....
Compliance as Code Is No Longer Optional: Why Manual Reviews Can’t Keep Up
July 4, 2026

Compliance as Code Is No Longer Optional: Why Manual Reviews Can’t Keep Up

Qodo's 'Compliance as Code' framework automates enterprise AI compliance through PR checks, solving the data privacy and security gaps that plague manual reviews at scale....

Book a Demo

Welcome

The vision behind everything in Futurum’s Custom Research practice is this: research should show you what is happening, what comes next, and what to do about it. It should be personal to each audience, easy for people to grasp, and structured so LLMs can reason over it accurately. And it should be fast and turnkey; you want answers now, not another project to carry for quarters.

Whether you are defining business, channel, or go-to-market strategy; evaluating vendors or justifying ROI; or commissioning research to fill an emerging market need, we have your back, with a program that answers your questions with the objectivity and credibility to drive real decisions.

To do it, we bring unmatched data to bear: Futurum research, surveys, and market projections; validated market feeds; ETR’s 15 years of insight from 10,000 technology decision-makers; G2’s buyer and user data; and what our analysts hear every day. Add leading primary collection, from AI-moderated voice interviews to surveys and analyst-led interviews, all turnkey, and every project comes out credible, nuanced, and actionable.

And we don’t just drop the results in your lap. For internal work, we provide analyst-led sessions, interactive dashboards, and a range of formats. For market-facing work, Futurum delivers turnkey activation and amplification that actually gets seen, by people and by LLMs, through our media and share of voice. This is research that moves decisions and markets.

We will meet you wherever you are, from a fast-turn brief to a multi-year program, and shape the work to your goals, timeline, and budget. The right program for your moment.

If any of this is useful, I would love to talk.

Benjamin Brown, VP Custom Research, Futurum Research

Benjamin Brown

VP, Custom Research · The Futurum Group

Newsletter Sign-up Form

Get important insights straight to your inbox, receive first looks at eBooks, exclusive event invitations, custom content, and more. We promise not to spam you or sell your name to anyone. You can always unsubscribe at any time.

All fields are required






Thank you, we received your request, a member of our team will be in contact with you.