How Rubrik AI Is Revolutionizing Cyber Recovery for the Agentic Era

2 hours ago

3 min read

Rubrik was recently recognized as an AI-Powered Enterprise Agent Solution of the Year by the Tech Ascension Awards for its work advancing autonomous security and cyber recovery. We sat down with Anneka Gupta, Chief Product Officer at Rubrik, to discuss how Rubrik AI fits into the company’s broader platform, the challenges it is designed to solve, and how agentic AI could reshape enterprise security and recovery.

Anneka Gupta, Chief Product Officer at Rubrik

Rubrik is historically known for its backup and recovery products and services across data center, cloud and SaaS applications. What is Rubrik AI and how does it complement the existing product lines you offer?

Rubrik AI transforms the Rubrik platform with an agentic-first experience designed to operate and defend at rapid speed. As an autonomous agent itself, Rubrik AI adapts to each enterprise's unique context and security threats, reasoning and acting across Rubrik Security Cloud (RSC) and Rubrik Agent Cloud (RAC). Instead of requiring complex manual scripting, customers simply define desired business outcomes, and Rubrik AI autonomously executes, reasons, and recovers across environments.

At the core of Rubrik AI’s patent-pending design are three key pillars:

Agentic Mode: Acts as a single agent spanning RSC and RAC, reasoning simultaneously over enterprise data, identity configurations, and third-party deployed AI agents.
Agentic Guardrails: Native RBAC controls ensure every autonomous action in your environment is fully auditable and attributable.
Agent Communications: Extends Rubrik AI’s core intelligence to autonomous third-party agents, allowing them to exchange context and execute orchestrated tasks across your entire data environment.

What makes Rubrik AI unique from other offerings in the industry?

While other providers rely on siloed tools, passive dashboards, or manual scripting, Rubrik AI is built on a patent-pending design anchored by three core pillars:

Agentic Mode: Acts as a single unified agent spanning Rubrik Security Cloud (RSC) and Rubrik Agent Cloud (RAC). It reasons simultaneously over enterprise data, identity configurations, and third-party deployed AI agents to deliver a holistic, correlated understanding of risk.
Agentic Guardrails: Enforces native RBAC controls to ensure every autonomous action within your environment is fully auditable, attributable, and governed—directly countering the risk of runaway AI.
Agent Communications: Extends Rubrik AI’s core intelligence to autonomous third-party agents, allowing them to exchange context and execute complex, multi-step orchestrated tasks across your entire data environment in minutes instead of weeks.

What challenges does Rubrik AI help to solve for its customers?

As AI continues to gather momentum in enterprises, Rubrik knows that it is still not a perfect system. Rubrik AI bridges the gap between fast-moving autonomous systems and legacy security tools by addressing three core challenge areas:

The AI-Speed Security Gap: According to Rubrik Zero Labs, 86% of global IT and security leaders expect AI agents to outpace their existing security capabilities, and 88% are actively concerned about meeting their Recovery Time Objectives (RTOs). AI threats and rogue agents act at machine speed, rendering human-driven security and recovery workflows obsolete.
Runaway AI Risks: As organizations rapidly deploy internal AI agents, autonomous actors often exceed approved scopes, executing unauthorized system changes, wiping databases, or triggering destructive workflows. Traditional security tools lack the runtime guardrails needed to audit, attribute, or reverse these actions.
Siloed Systems & Lengthy Recovery: Securing modern enterprises requires correlating signals across data, identity, and infrastructure. Manual cross-domain investigation and recovery currently take human security teams weeks, leaving systems vulnerable and operational downtime unsustainably high.

How do you envision Rubrik AI will change the way the industry operates?

We view Rubrik AI as an efficiency tool within Rubrik's broader security and AI platform. By converting multi-week recovery sequences into automated execution paths completed in minutes, Rubrik AI drastically reduces mean time to recovery (MTTR), ensuring operational continuity, and enabling organizations to reliably meet strict recovery time objectives (RTOs).

Rubrik AI also eliminates hundreds of hours of manual scripting and complex cross-team recovery coordination. IT and security teams can shift from reactive, manual intervention to defining high-level business goals, freeing critical technical personnel for strategic initiatives.

And finally, by providing auditable, attributable agentic guardrails, Rubrik AI enables corporate boards and executive leaders to confidently accelerate enterprise-wide AI agent deployments without risking catastrophic operational disruptions.