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Commvault: Engineering AI Resilience at Cloud Scale

Commvault
06/29/2026
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We're bringing you, our customers, partners, and other industry leaders together because it is the most consequential time in the moment in our history of our industry. What we're living through isn't incremental. It's absolutely foundational. And why is it foundationable? You may ask. Well, number one is ransomware. 90% of our demand is being driven by the very real and increasing threat of cyber crime, which is now estimated to be costing the global economy a massive $10.5 billion. To put that in perspective, if we consider that in the context of GDP, this would be more than two times the GDP of all of India. Number two, AI. AI is reshaping how enterprises operate, how data flows, and how decisions are made. It's safe to say it's growing faster than any technology in history. Just a few months ago, the Wall Street Journal reported that big tech is pouring more than $400 billion into AI infrastructure spending this year. That's driving trillions of economic value. It's no longer experimental. It's now the core of our businesses. And it's introducing new challenges for you as CIOs, as CISOs, and as practitioners. For starters, it's a matter of scale, which is, of course, made urgent in the AI era. Data is exponentially growing and splintering across clouds, across SaaS apps, and AI stacks overall. Failures are no longer isolated. They have cascading impacts into the business. In agents, they outnumber humans 80 to 1. AI creates a tipping point that accelerates all three, meaning waiting is no longer an option. Resilience requires consolidation. Insecurity strategists not already acting will fall behind very fast. Generative AI and agentic AI are creating an unprecedented volume and variety of data that needs to be both protected and managed. And today, we're raising the bar again with AI resilience. This is the defining challenge in the age of AI. It's not enough to secure the infrastructure. With AI, we now have thousands of intelligent and autonomous agents making decisions and mistakes with little to no human oversight. Which is why AI resilience requires us to broaden our operational focus, to continually secure our data at the source and monitor its anomalies, to control identities of the individuals and devices that access data autonomously. And true resilience requires that you can predictably recover at massive scale without corruption. To achieve AI resilience, you must bring security, identity and recovery all together. Your organization is entrusting you to deliver AI resilience. However, while effective in many instances, traditional resilience processes are no longer enough. They can't keep the pace with the speed and scale of AI driven systems. This is further complicated because the teams responsible for resilience, like SecOps, data security and recovery, often have their own tools, their own policies and their own requirements. So to combat this, many of the CIOs and CISOs we've spoken to are exploring progressive approaches to unify critical resilience activities. And there's one last factor to consider. Manual, error prone data, security and identity resilience processes are quickly evolving to agentic AI, which makes sense. However, if you're unable to keep the pace with agentic AI, your business is potentially at even more risk. Which is why we've re-envisioned resilience for the age of AI. Technology shifts don't just change infrastructure, they change how organizations operate. Multicloud is the new standard operating model. Modern applications regularly span across platforms, technologies and clouds. And these environments grow. Complexity grows with them. Gartner projects 99% of cloud security failures are caused by misconfigurations. 82% of data breaches attributed to lack of visibility in hybrid environments. But with innovation happening at breakneck speeds across such distributed environments, what happens when you actually need to recover from one of these security events? So think about a global CPG brand running a high traffic digital storefront. The front end runs on OpenShift. The product catalog lives in MongoDB Atlas. Transactions flow through Oracle on AWS. Analytics run in Databricks. And Azure OpenAI powers real-time recommendations. That's a modern cloud stack, inherently multicloud, multi-platform, deeply integrated and massively distributed. And then comes a call at 2am. A bad code push or worse ransomware. The hyperscaler tools, they stop where their cloud ends. Your critical workloads, OpenShift, MongoDB, Oracle, they're left exposed. So the team scrambles, stitching together scripts, snapshots, point tools, a patchwork recovery plan in a moment that demands precision. That's the failure of traditional cloud backup today. Why does recovery fail? Well, there's three reasons. First, it's inconsistency and risk. The data comes back, but the metadata and configurations don't. Permissions, network ACLs, and load balancers, they're all out of sync. Your applications are really dead on arrival. That's the difference between restoring data and restoring the business. Second, limited security. Cloud-native backups have a critical flaw in the face of today's threats. Destructive attacks are surging, right? Up 87%, according to our partner, Microsoft, who you'll hear from later. This means when you're forced to recover, you're likely recovering from one of these cyber attacks, and you have no idea if your backups are clean. The attackers, malware, their backdoors, they've been sitting in the snapshot for weeks. So when you hit restore, you're recovering, you're not recovering. You're actually reinfecting. And third, fragmentation and cost. There's too many councils. There's too many workflows. There's too many bills. Really, you have no single source of truth. Every layer of fragmentation adds cost, complexity, and chaos. It doesn't just slow recovery, it drives up spending, and in a crisis, it just doesn't work. This brings us to what we're here to talk about today. As you know, Commvault has always been obsessed with solving our customers' most significant security challenges with elegant and innovative solutions. We've been working on this challenge for years. And are again, upping the ante to give you what you need. Commvault Cloud's cloud-native platform is built from the ground up to give you the scale, the performance, and data security that you need. We call the release Unity because it unifies across security, identity, and recovery. It unifies resilience across all workloads, from today's production workloads to tomorrow's emerging AI stacks. And it unifies resilience across all data, wherever it lives, clouds, regions, data centers, and edge locations. This is a generational leap to re-architect resilience for the modern enterprise. We give you one platform, one counsel for everything. We're truly multi-cloud by design, AWS, Azure, Google Cloud, all managed as one. We recover more than data. We rebuild entire applications with Cloud Rewind. We restore both data and metadata automatically. And it's all built for simplicity and flexibility right out of the box. You can mix snapshots and full backups, span storage tiers, regions, or even different clouds and recover at any level of granularity, from a single file to an application stack. One automated workflow that adapts to every recovery scenario. Fast, flexible, resilient. It just all works. True cyber resilience built into the platform. Our default storage for cloud native backup comes bundled and is air-gapped by design. We provide multi-cloud replication for true disaster recovery. We have native threat scanning capabilities, synthetic recoveries to intelligently reduce RPOs, and our innovative clean room recovery that leverages elastic cloud infrastructure for isolated on-demand recoveries. This means you're better prepared for security events. You're able to respond quickly and recover your business even faster. In the final pillar, lower cost of ownership. By consolidating tools and operations, optimizing storage and auto-scaling, we're consistently 25 to 50% cheaper than the fragmented approach you may use today. One platform, better resilience at a lower cost. This is Commvault Cloud Unity. So let's take a look at it. Protecting cloud data shouldn't be complex. With Commvault Cloud, customers can easily discover, subscribe, and start trials directly from AWS or Azure marketplaces. No extra setup or integration is required. It's the simplest way to experience enterprise-grade data protection from day one. First step is to create a cloud connection. With cloud connections, we can discover all subscriptions initially, as well as future subscriptions automatically. Once connected, Commvault automatically discovers your entire cloud estate, giving you a unified view of every workload across accounts and subscriptions. From a single dashboard, you can see what's protected, what's not, and where your compliance or business continuity risks may exist. And with the built-in cost estimator, Commvault makes it easy to understand the total cost of protection, helping you compare cloud-native backup costs, identify savings opportunities, and make informed decisions that optimize spend without compromising resilience. This combination of visibility and cost transparency helps customers take control of both risk and value. Onboarding new workloads is just as simple. Using tags and filters, you can automatically identify and protect unprotected resources. Whether you're onboarding a few resources or thousands, Commvault delivers policy-driven automation that scales with your environment, freeing teams from manual setup and reducing operational risk. Commvault offers multiple protection options tailored to your recovery objectives, snapshots for instant RPO and RTO, immutable storage vaults, now inclusive of storage and backup services for long-term resilience, and cross-region or cross-cloud copies to meet compliance requirements like DORA. You get flexibility without complexity, all managed through one platform. The same seamless experience applies across Azure and AWS, giving you a true multi-cloud data protection solution from one pane of glass. No point tools, no silos, just unified, automated, and intelligent protection for all your cloud data. That's the power of Commvault Cloud, simplifying protection, amplifying resilience, and delivering confidence in every cloud. Cloud-native protection, conquered by Commvault Cloud. Pretty nice, huh? So let's step back and focus on what this means to the business. First, complete visibility across accounts, across subscriptions, across clouds, automatically discovered in a unified, single view. You know exactly what's protected, what's not, and where your risk lives. Second, cost transparency. Not just protection, but total cost of protection. Side-by-side comparisons with cloud-native options, and clear savings estimates. That's transparency finance teams can trust. Third, operational simplicity. No complex deployment, no heavy lift, on-board directly from the marketplace, and automatically bring new resources under protection. And finally, flexibility without complexity. Snapshots, immutable vaults, cross-region copies, data-driven vaults, cross-region copies, tailored protection strategies across multi-cloud, delivered through one consistent control plane. The takeaway? Reduce risk through visibility, optimize spend through cross-transparency, faster time to value through simple onboarding, enterprise resilience without operational overhead. That's modern protection aligned to business outcomes, not just infrastructure. And finally, I wanted to highlight for engineering, application, and DevOps leaders in the crowd, we certainly can't leave out our Clumio experience. You'll be hearing much more about our native AWS resilience platform today, and for good reason. Clumio continues to rapidly innovate and deliver true cloud-native resilience with its serverless architecture that scales to meet the challenges that other solutions just can't touch. Clumio's pioneering release support of Apache Iceberg Tables was a huge advancement as we continue to develop new ways to provide resilience for data foundations and the power of analytics and AI applications. This innovation was one of many that led Commvault to be named AWS Storage Partner of the Year at AWS reInvent last year. A prestigious honor reflective of our commitment to solving our customers' biggest resiliency challenges to help them continue to build for the future of cloud. We're building in a world where AI is accelerating everything. Data growth, complexity, risk, and also opportunity. Multicloud by design, AI-driven applications, lake houses, powering business, and the stakes, they're higher than ever. Resilience no longer is a barrier to the future of the cloud. Resilience no longer is a back-office function. It's a foundation of innovation. If your data isn't trusted, protected, and instantly recoverable, you don't have AI. You don't have cloud. You don't have transformation. This is the area of resilience. Integrated, automated, cloud-native, built for the scale and the speed of modern architectures. So here's my challenge to you. Lean in. Engage. Ask the hard questions. Join the rest of the sessions and go deeper into the architecture, the integrations, the real-world patterns that make this possible. And don't rush off. Let's continue the conversation during the networking breaks. The best ideas in cloud-native don't just happen on stage. They happen between builders. Let's engineer trust. Let's build resilience by design. And let's move the industry forward together. Thank you, and enjoy the rest of the day.

TL;DR

  • AI and ransomware are driving a fundamental shift in resilience requirements, with AI infrastructure spending exceeding $400 billion and cyber crime costing $10.5 trillion globally, while agentic AI systems create autonomous agents that outnumber humans 80 to 1.
  • Traditional cloud backup fails at three critical points: inconsistent recovery of metadata and configurations leaving applications non-functional, infected backups that reinfect rather than recover, and fragmented tooling that drives up costs and creates chaos during crisis moments.
  • Commvault Cloud Unity unifies security, identity, and recovery into a single cloud-native platform with Cloud Rewind for application-level recovery, air-gapped storage, threat scanning, and clean room recovery capabilities across AWS, Azure, and Google Cloud.
  • The platform provides complete visibility across multi-cloud environments with automatic discovery, cost transparency comparing cloud-native options, and policy-driven automation that scales from individual resources to thousands, claiming 25-50% cost reduction versus fragmented approaches.
  • AI resilience requires organizations to secure data at the source, monitor anomalies, control identities of autonomous agents, and predictably recover at massive scale without corruption, making unified resilience foundational to innovation rather than a back-office function.

The AI-Driven Resilience Imperative

Elliot Hujarski frames the current moment as foundational rather than incremental, driven by two converging forces: ransomware attacks costing the global economy $10.5 trillion annually, and AI infrastructure spending exceeding $400 billion this year. He argues that AI resilience requires organizations to broaden their operational focus beyond traditional backup to continuously secure data at the source, monitor anomalies, control identities of autonomous agents, and predictably recover at massive scale without corruption. The challenge is compounded by agentic AI systems where agents outnumber humans 80 to 1, making decisions with minimal human oversight and creating unprecedented volumes of data that must be both protected and managed.

Why Multi-Cloud Recovery Fails

Using the example of a global CPG brand running a distributed application stack across OpenShift, MongoDB Atlas, Oracle on AWS, Databricks, and Azure OpenAI, Hujarski illustrates three critical failure modes of traditional cloud backup. First, inconsistency and risk: data restores but metadata, configurations, permissions, and network ACLs don't, leaving applications dead on arrival. Second, limited security: with destructive attacks up 87%, organizations often recover infected backups containing malware and backdoors that have been sitting in snapshots for weeks, effectively reinfecting rather than recovering. Third, fragmentation and cost: too many consoles, workflows, and bills with no single source of truth, driving up spending and creating chaos during crisis moments when precision is essential.

Commvault Cloud Unity Platform

Commvault's response is Unity, a cloud-native platform that unifies security, identity, and recovery across all workloads and data locations. The platform provides one console for multi-cloud management across AWS, Azure, and Google Cloud, with Cloud Rewind capability that rebuilds entire applications by restoring both data and metadata automatically. Key features include air-gapped storage by design, multi-cloud replication for disaster recovery, native threat scanning, synthetic recoveries to reduce RPOs, and clean room recovery leveraging elastic cloud infrastructure for isolated on-demand recoveries. The platform delivers automatic discovery of cloud estates, policy-driven automation for onboarding thousands of resources, and flexible protection options including snapshots, immutable storage vaults, and cross-region copies, all while claiming 25-50% lower cost than fragmented approaches.

Chapters

0:00 - The Foundational Moment
3:05 - AI Resilience Challenges
6:12 - Multi-Cloud Complexity
8:51 - Commvault Cloud Unity
10:19 - Platform Demo
11:47 - Business Outcomes
13:49 - Clumio AWS Innovation
14:44 - The Era of Resilience

Key Quotes

0:16 "What we're living through isn't incremental. It's absolutely foundational."
1:50 "Failures are no longer isolated. They have cascading impacts into the business."
2:02 "Resilience requires consolidation. Insecurity strategists not already acting will fall behind very fast."
3:05 "To achieve AI resilience, you must bring security, identity and recovery all together."
6:34 "That's the difference between restoring data and restoring the business."
7:05 "When you hit restore, you're recovering, you're not recovering. You're actually reinfecting."

FAQ

What is AI resilience and why does it matter now?

AI resilience is the ability to secure, monitor, and recover AI-driven systems, data, and workflows at massive scale. It matters now because agentic AI systems create autonomous agents that outnumber humans 80 to 1, making decisions with minimal oversight while generating unprecedented data volumes. Traditional backup approaches can't keep pace with the speed and scale of AI-driven systems, requiring unified security, identity, and recovery capabilities.

Why do traditional backup solutions fail to recover modern cloud applications?

Modern applications span multiple clouds and platforms with deeply integrated components. Traditional backup restores data but fails to restore metadata, configurations, permissions, network ACLs, and load balancers in a coordinated way. This leaves applications dead on arrival even when data is recovered. Additionally, with destructive attacks up 87%, backups often contain malware that reinfects systems during recovery rather than restoring clean state.

How does Commvault Cloud Unity differ from hyperscaler native backup tools?

Hyperscaler tools stop where their cloud ends, leaving critical workloads like OpenShift, MongoDB, and Oracle exposed. Unity provides true multi-cloud protection from one console, with Cloud Rewind that rebuilds entire application stacks including data and metadata automatically. It includes air-gapped storage, threat scanning, clean room recovery, and cross-cloud replication capabilities that native tools don't provide, while claiming 25-50% lower cost than fragmented approaches.


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