Skip to content

Puntos Clave

  • El rápido aumento de las vulnerabilidades y la detección basada en la IA están reduciendo el tiempo que transcurre entre la divulgación de una vulnerabilidad y su explotación activa.
  • Los ciclos de aplicación de parches regulares y disciplinados ayudan a reducir la vulnerabilidad general y a prepararse para nuevas vulnerabilidades (CVE).
  • La recuperación es clave para la resiliencia, pero tiene que ir acompañada de la aplicación oportuna de parches para solucionar las vulnerabilidades.
  • Las organizaciones deberían usar la IA para acelerar la detección y la corrección de vulnerabilidades, en lugar de dejar que los problemas se acumulen en las listas de tareas pendientes.
  • Los proveedores que desempeñan un papel fundamental ofrecen a los clientes información rápida y transparente sobre las vulnerabilidades, así como instrucciones claras para solucionarlas.

El año pasado,los informes del sectorsituaban el volumen anual de CVE en decenas de miles, y el NIST señaló posteriormente un crecimiento récord de los CVE y unaumento del 263 % en el número de notificaciones between 2020 and 2025.

I hear what that does to a security team in real time, because I am on the calls when it happens. The old questions – what is our exposure, and how fast can we close it? – used to have room to breathe. Now they arrive faster than most teams can staff for them.

Most organizations have vulnerability response processes. Fewer have processes designed for this speed.

For years, the industry organized its response around individual vulnerabilities. A CVE would publish, severity scores would follow, enrichment would catch up, and teams would triage with some margin for judgment. That rhythm assumed a human pace of discovery, but that assumption no longer holds.

That volume is already outrunning the infrastructure built to track it. NIST has said the National Vulnerability Database is moving to a risk-based enrichment model because CVE submissions have grown faster than the program can fully process them.

AI is likely compounding pressure by helping threat actors exploit vulnerabilities, and defenders identify and validate vulnerabilities faster than legacy cataloging workflows can absorb. The window between when a vulnerability is discovered and when it is exploited is closing, and working exploit code can appear before a patch is widely deployed.

That breaks the old model. Structured vulnerability management still matters, but many programs are calibrated for a slower era: gather signal, rank risk, assign owners, then remediate. When discovery accelerates this sharply, even disciplined teams fall behind because the operating model cannot absorb the volume fast enough.

So, the unit of work must change. It no longer matters whether you patched a specific vulnerability but whether your organization can apply, verify, and recover at the speed the threat environment now demands.

Parche en un reloj

Empieza por la cadencia. Las operaciones más resilientes que conozco han dejado de ver las correcciones como una interrupción y han empezado a tratarlas como mantenimiento rutinario: programadas semanalmente, con una responsabilidad clara y evaluadas como cualquier otro compromiso operativo. Una cadencia predecible ayuda a reducir el periodo de exposición en todo el entorno informático y a eliminar el «sobrecoste por pánico» que supone cualquier divulgación concreta. Cuando las actualizaciones se hacen cada semana, las organizaciones están preparadas para las vulnerabilidades (CVE).

La cadencia no significa tratar todo por igual. Una vulnerabilidad que se está explotando activamente, de esas que acaban enCISA’s Known Exploited Vulnerabilities Catalog, sigue mereciendo una respuesta inmediata y fuera de la rutina. El calendario semanal gestiona el aluvión de incidencias como algo rutinario, para que las verdaderas emergencias reciban la atención que merecen en lugar de tener que competir con el ruido de fondo.

Soluciona la vulnerabilidad, no solo el problema

Esta es la parte que Recovery no puede solucionar por sí sola. Si una vulnerabilidad pone en riesgo un activo, restaurar ese activo sin cerrar la vulnerabilidad solo reinicia el reloj. La vulnerabilidad sigue ahí, a la espera del siguiente intento. Recovery es importante, pero no sustituye a cerrar el agujero por el que entró el actor malintencionado.

Esto significa que el verdadero trabajo debe realizarse antes, en el momento en que se detectan y corrigen las vulnerabilidades. La IA está cambiando esa ecuación en ambos frentes. Los mismos modelos que ayudan a un actor malintencionado a detectar una explotación pueden ayudar a un proveedor a encontrarla primero. El equipo de ingeniería de Commvault utiliza la IA en nuestro propio código para detectar vulnerabilidades antes de que se lancen, y aplicamos la IA para ayudar a resolver lo que encontramos, en lugar de dejarlo en la lista de tareas pendientes. Una vulnerabilidad que se queda en la cola durante semanas porque a un equipo se le acabó la capacidad sigue siendo una vulnerabilidad. La rapidez en la detección no sirve de nada sin rapidez en la resolución.

Pide más a tus proveedores

When the window between discovery and exploit is measured in hours, customers cannot afford to learn about a vulnerability in their vendor’s product from a third party.

They need to hear it from the vendor, early, in plain language, with a direct answer to “Am I affected?” and “What do I do first?” Ask every critical vendor how quickly they disclose, how they notify affected customers, what evidence they provide for remediation, and how customers can validate that the exposure is closed. Vulnerability transparency is part of resilience.

The frontier AI era will not be won by whoever ships the fewest vulnerabilities. Every serious software company will disclose more. The advantage goes to whoever treats patching as a standing discipline and treats recovery as the discipline that makes a missed window survivable.

Preguntas frecuentes

Q: Why is the window between vulnerability discovery and exploitation getting shorter?
A: AI is likely compounding pressure by helping threat actors exploit vulnerabilities, and defenders identify and validate vulnerabilities faster than legacy cataloging workflows can absorb. As a result, exploit code can become available before many organizations have had time to deploy patches.

Q: Why are weekly patching cycles becoming more important?
A: A consistent weekly patching schedule helps reduce the organization’s exposure to known vulnerabilities. It also allows security teams to focus immediate attention on actively exploited threats and prepare new CVEs.

Q: Is disaster recovery enough to protect against cyberattacks?
A: No. Recovery helps organizations restore operations after an incident, but restoring systems without addressing the underlying vulnerability leaves them exposed to future attacks. Effective resilience requires both rapid remediation and reliable recovery.

Q: How can AI help improve vulnerability management?
A: AI can help identify vulnerabilities earlier, prioritize remediation efforts, and accelerate the resolution process. This helps security and engineering teams respond more quickly instead of allowing vulnerabilities to remain unresolved in lengthy backlogs.

Q: What should organizations ask their software vendors about vulnerability management?
A: Organizations should ask how quickly vendors disclose vulnerabilities, how affected customers are notified, what remediation guidance is provided, and how customers can verify that the issue has been fully addressed. Transparent communication is an important part of cyber resilience.


Rajiv Kottomtharayil is Chief Products Officer at Commvault.

 

More related posts


AI Data Resilience

Read more about AI Data Resilience

Cyber Resilience

Read more about Cyber Resilience

AI-Ready Data Protection

Read more about AI-Ready Data Protection

Security does not end at the edge of an organization’s own systems. Modern businesses connect a growing web of third-party applications to their core platforms to support sales, service, and collaboration. Each of these connections adds value. Each one also introduces exposure the organization does not fully control.That risk is not hypothetical. In June 2026, a threat actor compromised OAuth tokens tied to Klue, a competitive intelligence platform used to sync sales and marketing data with Salesforce. The attacker used those tokens to reach the Salesforce environments of the many organizations that had authorized the integration, including Commvault’s.As soon as we were notified of potential impact, our Security team activated our incident response process to determine what had occurred, contain the exposure, and assess whether customer information or Commvault services were affected.Our investigation found that the activity was limited to certain business relationship and sales information maintained within our Salesforce environment. The investigation found no indication that any customer backup data, product data, product metadata, operational logs, or Commvault services were impacted.

Acting Quickly When It Matters

Our response followed established security incident response procedures built to contain risk quickly while supporting a thorough investigation. Once we were notified of the incident, we disabled the Klue integration, revoked the associated access, and worked with the appropriate parties to conduct a full assessment of what happened.Throughout the investigation, our teams worked to determine what information had been accessed, validate the integrity of our environment, and confirm the incident stayed within the scope we had already contained.

A Pattern Worth Noting

This incident is one recent example of a pattern security teams have watched grow for several years: attackers targeting third-party applications connected to core business systems rather than attacking those systems directly. A single compromised integration can offer a trusted path into the environments of many downstream organizations at once, often with less resistance than a direct attack on any one of them.This shifts where an organization’s defense actually has to live. Strong internal controls remain necessary, but they are no longer sufficient by themselves. They have to be paired with active oversight of every application an organization connects, and a response capability that is ready before an incident, not built during one.

Building Resilience Beyond Our Own Environment

At Commvault, our security program includes ongoing assessment of the third-party applications connected to our environment. We review connected applications on a regular basis, evaluate the access each one holds, monitor for emerging risk, and reassess those integrations as business needs and the threat landscape change. When circumstances warrant, we act to reduce exposure and strengthen our posture, including disconnecting integrations that no longer meet our standards.

Our Commitment to Transparency

Trust is built through openness and accountability. When an event affects our stakeholders, we believe it is important to communicate what we know, explain how we responded, and share the outcome of our investigation, even when the event originated outside our own systems.We will continue to evaluate our security controls, refine our incident response processes, and strengthen our approach to third-party risk as part of our broader commitment to protecting our customers and partners.For the official details of this incident, including the scope of the investigation and customer guidance, please refer to ourTrust Center Updates.Will Galway is Deputy CISO at Commvault.

More related posts


Thumbnail_Blog-Dangerous-Silos-IDC-Resops-2026 (1)

The Importance of Recovery Point Objective (RPO) in Your Business Continuity Plan

Read more about The Importance of Recovery Point Objective (RPO) in Your Business Continuity Plan
Thumbnail_Blog-IDC-Resops-2026

Business Continuity Planning for the Cloud-Native Era

Read more about Business Continuity Planning for the Cloud-Native Era
Thumbnail_Blog-Bringing-Trust-to-CVE-2026

Demystifying SOC 2 Data Protection Requirements

Read more about Demystifying SOC 2 Data Protection Requirements

Cómo diseñar una protección de datos unificada: un único « Platform » para las cargas de trabajo modernas

Unified data protection consolidates security, recovery, governance, and AI automation into a single platform, enabling consistent protection and reliable recovery across hybrid and multi-cloud environments

Puntos Clave

Unified data protection consolidates security, recovery, governance, and AI automation into one platform, helping reduce complexity while strengthening cyber resilience.

  • Unified data protection replaces fragmented tools with a single control plane that spans on-premises, hybrid, and multi-cloud environments for optimized TCO.
  • Siloed protection strategies increase operational complexity, weaken visibility, and reduce confidence in enterprise-wide recoverability.
  • A unified platform connects data security, cyber recovery, and identity resilience to help strengthen overall cyber resilience.
  • A dedicated instance delivers isolated resources, streamlined compliance and data localization, along with SaaS-driven innovation – helping enable secure, compliant operations without infrastructure management overhead.
  • Embedded AI capabilities help support automated discovery, intelligent policy enforcement, and faster, cleaner recovery outcomes.

Most enterprise data protection strategies were designed for a world that no longer exists — before cloud sprawl, AI-generated data growth, and hybrid infrastructure became the norm. Commvault Cloud addresses this architectural gap with a unified platform that connects data security, cyber recovery, identity resilience, and AI-enabled governance across every environment from a single control plane.

Why Do Modern Enterprises Need Unified Data Protection?

SegúnIBM’s Cost of a Data Breach Report 2025, the average cost of a data breach stands at a staggering $4.4 million globally, with costs rising significantly when recovery is delayed or incomplete.

At the same time,the World Economic Forumnotes that as organizations confront AI threats, geopolitical volatility, and supply chain vulnerabilities, the need for resilience has never been clearer.

Enterprise data protection is rapidly entering a new period of drastic modernization. Data no longer lives in predictable locations, and it certainly does not remain still. Critical workloads exist across on-premises infrastructures, multiple public clouds, SaaS platforms, containers, and emerging AI pipelines. Each environment brings its own operational model, its own tooling, and its own risks.

For security and IT teams, the pressure is intensifying. Many organizations are now confronting three critical structural challenges simultaneously:

  • AI is generating exponential volumes of distributed data, which expands the potential attack surface.
  • Many enterprises still rely on siloed products to secure, protect, manage, and recover data, even though those tools were never designed to operate together.
  • There is no one-size-fits-all approach. Modern enterprises run across on-premises, cloud, and hybrid environments, and require resilience that spans all of them.

This complexity did not emerge overnight. It developed as cloud adoption accelerated and application teams moved faster than protection strategies could evolve, resulting in fragmented visibility, inconsistent operations, and uncertainty around recovery readiness.

In this landscape, unified data protection has emerged as the architectural response – establishing a single control plane that helps protect workloads consistently across environments, reduce complexity, and strengthen confidence in enterprise-wide recoverability.


¿Cómo elimina la protección unificada de datos la fragmentación?

Un estudio reciente deIBMy Palo Alto Networks ha puesto de manifiesto que una empresa media cuenta con 83 soluciones de seguridad diferentes de 29 proveedores. En esta nueva y poco deseable normalidad, el 52 % de los ejecutivos cree que la complejidad es el mayor obstáculo para las operaciones de seguridad.

La fragmentación de la protección provoca ineficiencias, al tiempo que aumenta de forma activa los riesgos operativos y de seguridad. Lo que suele ocurrir es que cada nueva categoría de carga de trabajo introduce otra herramienta de protección. Las copias de seguridad nativas de la nube funcionan de forma independiente de la protección de las máquinas virtuales. Los datos de SaaS se encuentran en su propio silo. Los informes de cumplimiento normativo se extraen de múltiples sistemas desconectados entre sí. Con el tiempo, esta complejidad se multiplica, y la cobertura se vuelve desigual y difícil de verificar.

La carga operativa crece rápidamente. Los equipos se ven obligados a gestionar múltiples consolas, lo que aumenta los costes y los retos técnicos. A los responsables de seguridad les falta una visión unificada de los datos protegidos frente a los expuestos. Los equipos de cumplimiento normativo dedican mucho tiempo a conciliar las pruebas. Los equipos financieros tienen dificultades para comprender los verdaderos costes de la protección. Y el mayor obstáculo: la confianza en Recovery se vuelve inconsistente y reina la incertidumbre.

Al final, a los responsables les queda una pregunta clave: ¿De verdad podemos recuperar todos nuestros datos?

Superar el obstáculo de la fragmentación se ha convertido ahora en algo esencial para el éxito a largo plazo de la organización. La protección unificada de datos está diseñada para abordar este problema, ya que ayuda a eliminar los silos y a establecer un modelo operativo coherente en todos los entornos.

¿Por qué las empresas modernas necesitan un replanteamiento arquitectónico unificado?

La protección unificada de datos supone un cambio en la forma en que se diseñan y gestionan las plataformas de protección. En lugar de ir añadiendo herramientas por capas en entornos individuales, las arquitecturas modernas establecen una única capa de políticas e inteligencia que abarca todo el conjunto de datos. La protección unificada consiste en crear una base sólida de ciberresiliencia que aúne la seguridad de los datos, la recuperación cibernética y la resiliencia de la identidad en un único modelo operativo.

platform , en su versión unificada, admite:

  • Protección constante en todo el espectro de cargas de trabajo.
  • Visión general centralizada del estado de la protección y los costes.
  • Aplicación unificada de las políticas y la gobernanza.
  • Modelos de implementación flexibles que respetan las necesidades de residencia de datos.
  • Automatización basada en IA que se adapta al crecimiento de los datos.
  • Una única experiencia de uso para « backup », la recuperación y la movilidad.

El informe « Cloud » de Commvault (platform )presenta la protección unificada como un pilar fundamental de la ciberresiliencia moderna.


¿Cómo ayuda la protección unificada en entornos regulados y soberanos?

En el caso de los sectores altamente regulados y las cargas de trabajo críticas, la protección unificada debe ir más allá de la visibilidad y la eficiencia. También debe contribuir a proporcionar un aislamiento demostrable, un control geográfico y la Readiness para auditorías. La soberanía digital exige un control demostrable y auditable sobre la ubicación de los datos, quién puede acceder al entorno y gestionarlo, y cómo se lleva a cabo la Recovery. Esto no se consigue simplemente eligiendo una región en la nube o un proveedor; depende de cómo se diseñe, se gestione y se opere todo el sistema.

Commvault Geo Shieldte ayuda a cumplir estos requisitos al permitirte aplicar controles configurables sobre los datos, al tiempo que se adapta a las necesidades cambiantes de soberanía de los clientes en los entornos híbridos modernos de « cloud ». Diseñada para cumplir con la normativa real, esta solución te ayuda a mantener los datos, los metadatos y el acceso dentro de tu región, lo que limita la exposición extraterritorial.

Del mismo modo,la instancia dedicada de Commvault Cloudofrece un entorno totalmente aislado SaaS , diseñado para organizaciones con requisitos estrictos en materia de cumplimiento normativo, privacidad o residencia de datos. Los clientes disponen de sus propios recursos dedicados de computación, almacenamiento y gestión, y esta solución está diseñada para que la infraestructura nunca se comparta entre clientes que no tengan relación entre sí.

Una instancia privada dedicada ofrece varias ventajas para las empresas modernas. Te ayuda a:

  • Simplifica las auditorías de marcos normativos como HIPAA, FedRAMP y el RGPD.
  • Cumple con los requisitos de residencia de datos eligiendo la ubicación geográfica de la implementación.
  • Apoya el ritmo de innovación continuo de « SaaS » sin dejar de mantener el aislamiento.
  • Tener más control sobre el momento de las actualizaciones y el lanzamiento de nuevas funciones.
  • Reduce las dificultades a la hora de migrar cargas de trabajo reguladas a SaaS.

La instancia privada dedicada funciona dentro de la misma experiencia unificada de platform . Las organizaciones están pensadas para mantener la paridad de funciones y el ritmo de innovación cuando eligen un modelo de implementación más controlado.


¿Cómo contribuye la IA a reforzar la resiliencia cibernética unificada?

La IA está transformando tanto el panorama de las amenazas como las oportunidades para una protección más inteligente. Sin embargo, las capacidades de la IA aportan el máximo valor cuando se integran en todo el ciclo de vida de la protección de datos, en lugar de aplicarse como funciones aisladas.

Dentro de la plataforma unificada « platform », las funciones basadas en IA ayudan a:
Automated data discovery and classification. 

  • Recomendaciones inteligentes sobre políticas de protección.
  • Supervisión y control constantes.
  • Información sobre optimización que mejora la gestión de los costes y la resiliencia.

These capabilities are part of Commvault’s broader data security vision, which was strengthened through the acquisition of Satori Cyber. La adquisición fue especialmente importante en un contexto en el que el crecimiento de los datos está superando a las defensas tradicionales.

Through this acquisition, Commvault Cloud now delivers Commvault Data & AI Security — a cloud-native capability that helps address the needs of modern enterprises adopting AI and managing sensitive data across structured and unstructured environments.

La plataforma unificada « platform » también mejora la recuperación cibernética gracias a flujos de trabajo basados en IA, comode «Recovery sintética»», que ayuda a eliminar con precisión los datos comprometidos mientras se restablecen las operaciones empresariales sin problemas. Al mismo tiempo, la ampliación de las capacidades de resiliencia de la identidad ayuda a las organizaciones a detectar, auditar y responder a las amenazas dirigidas a sistemas de identidad comoDirectorio Activo.

¿Cuál es el impacto estratégico de la protección unificada de datos?

La protección unificada de datos permite a las organizaciones replantearse cómo ponen en práctica la ciberresiliencia. Al reunir la seguridad de los datos, la recuperación cibernética y la resiliencia de la identidad en una sola arquitectura, las organizaciones tienen acceso a un conjunto coordinado de capacidades que funcionan de manera coherente en distintos ecosistemas.

Esta base unificada te permite disfrutar de una serie de ventajas adicionales:

  • Protección unificada para todas las cargas de trabajo, nubes y ubicaciones, diseñada para mejorar la disponibilidad de los datos fiables.
  • Una gestión unificada que integra las operaciones de seguridad, identidad y recuperación.
  • Inteligencia unificada que relaciona las señales de sistemas que antes estaban desconectados entre sí.
  • Resultados de recuperación más rápidos y limpios cuando se producen incidentes cibernéticos.
  • Menor complejidad operativa a escala empresarial.

Los expertos del sector han señalado que, aunque ya se han visto antes algunos elementos de esta convergencia, la unificación significativa entre estas disciplinas ha sido limitada. Plataformas como Commvault Cloud impulsan esta visión al poner en práctica la resiliencia en todo el conjunto de datos de la empresa.

Para saber más, visita lapágina de Commvault « Cloud » enplatform.

Conclusión: ¿Cómo define la protección unificada de datos la próxima era de la ciberresiliencia?

El cambio hacia una protección de datos unificada refleja una realidad más amplia. Las empresas ya no pueden permitirse estrategias de resiliencia fragmentadas en un mundo caracterizado por el crecimiento de los datos impulsado por la IA, las infraestructuras distribuidas y unas ciberamenazas cada vez más sofisticadas.

Hoy en día, las arquitecturas que combinan visibilidad, gobernanza, inteligencia y recuperación se están convirtiendo en un pilar fundamental de las operaciones de TI y seguridad.

Las plataformas diseñadas en torno a este principio ayudan a las organizaciones a modernizar su enfoque de la protección. Al abarcar la gama más amplia de cargas de trabajo, admitir modelos de implementación flexibles e integrar inteligencia basada en IA a lo largo de todo el ciclo de vida, estas plataformas permiten a las organizaciones mejorar la confianza en la recuperación sin añadir complejidad.

Para los responsables de seguridad y de TI, el camino a seguir se está volviendo cada vez más claro. La resiliencia debe ser unificada, inteligente y capaz de adaptarse a cualquier lugar donde se encuentren los datos.

Preguntas frecuentes

¿Qué es la protección unificada de datos y por qué es tan importante ahora?

La protección unificada de datos es un enfoque arquitectónico que utiliza una única plataforma para proteger todas las cargas de trabajo en entornos híbridos y multinube. Es importante ahora porque las herramientas fragmentadas no pueden hacer frente a la complejidad que plantea la inteligencia artificial, la infraestructura distribuida y las sofisticadas amenazas cibernéticas a escala empresarial. Commvault Cloud está diseñado para ofrecer esto a través de un único plano de control que abarca la seguridad de los datos, la recuperación tras incidentes cibernéticos y la resiliencia de las identidades.

¿Cómo aumenta la fragmentación el riesgo empresarial?

Fragmented protection creates visibility gaps, inconsistent policies, and uneven recovery capabilities — making it difficult to verify coverage or confidently recover at scale. Commvault Cloud is designed to address this by replacing siloed tools with a unified control plane that provides consistent visibility, governance, and recovery confidence across on-premises, hybrid, and multi-cloud environments.

¿Cómo es que Commvault Cloud es compatible con entornos multicloud es sin que te quedes atado a un solo proveedor?

Commvault Cloud unifica la protección en AWS, Azure, Google Cloud y entornos locales a través de una única interfaz. Este enfoque ayuda a las empresas a gestionar políticas, supervisar los riesgos y optimizar los costes en todas las nubes sin depender de un único proveedor de infraestructura.

¿Qué papel desempeña la instancia dedicada en los sectores regulados?

La instancia dedicada ofrece un entorno de « SaaS » totalmente aislado, con recursos dedicados de computación, almacenamiento y gestión. Ayuda a las organizaciones a cumplir los requisitos de cumplimiento normativo, privacidad y soberanía, al tiempo que mantiene el acceso a las mismas capacidades unificadas de « platform ».

¿Cómo mejora la IA la protección unificada de datos?

Commvault Cloud embeds AI-enabled capabilities across the full protection lifecycle — supporting automated data discovery, intelligent classification, policy recommendations, and continuous monitoring. Strengthened through the acquisition of Satori Cyber, these capabilities help reduce exposure windows, optimize protection strategies, and accelerate clean recovery after incidents without adding operational complexity.

¿Cómo mejora la protección unificada los resultados de la recuperación tras un ciberataque?

Commvault Cloud integrates data security, cyber recovery workflows, and identity resilience signals within a single platform — helping organizations detect threats earlier and execute faster, more precise recoveries. Capabilities like Synthetic Recovery and anomaly detection work together to help strengthen resilience and reduce operational disruption during incidents.

Explora recursos relacionados

Commvault’s Complete Cloud Platform

Solución

Commvault Cloud Geo Shield

Descubre cómo Geo Shield ayuda a las organizaciones a conciliar la ciberresiliencia con los requisitos de soberanía, normativos y operativos en entornos híbridos y multicloud .
Explora la solución Acerca deCommvault Cloud Geo Shield
Solución

Instancia dedicada de Commvault Cloud Unity

Descubre cómo la instancia privada dedicada combina el aislamiento de la infraestructura con operaciones simplificadas al estilo de « SaaS » para organizaciones con requisitos estrictos de cumplimiento normativo, privacidad o residencia de datos.
Explora la solución Acerca deabout Instancia dedicada de Commvault Cloud Unity

The conversation around AI is changing quickly. That’s why I’m so excited to share our podcast series Ready. Or Not. We’ve paired comedian Nathan Macintosh with expert guests to talk about AI agents, cyber resilience, trust, data management, and more.

In our first episode, Nathan sits down with Dr. Reid Blackman, founder and CEO of Virtue Consultants, to tackle one of the biggest topics in AI today: agentic AI. From ethical challenges to security risks, their conversation explores what happens when AI moves beyond making content to making decisions – and taking action.

One thing is clear: Agentic AI isn’t just another technology trend. It’s changing how we think about decision-making and the role AI will play in our organizations. If you’re wondering what agentic AI means for your business, this podcast is a great place to start.

Mira el episodio completo en Readiverse.

Puntos clave del blog

  • La mayoría de los fallos de la IA se deben a consecuencias no deseadas, no a una intención maliciosa.
  • La IA agentiva puede acceder a sistemas, herramientas y datos para realizar tareas, lo que la hace increíblemente útil, pero también intrínsecamente arriesgada.
  • Los agentes de IA pueden plantear nuevos retos de seguridad, desde ataques a través de comandos de línea de comandos hasta una mayor superficie de ataque.
  • Los sistemas multiagente pueden aumentar la eficiencia, pero también pueden agravar los errores cuando los sistemas están conectados entre sí.
  • Las organizaciones necesitan marcos prácticos para gestionar los riesgos de la IA antes de que se conviertan en problemas reales.

Lo primero es no hacer daño

One takeaway from the episode is that most AI failures don’t start with bad intentions. Many begin with organizations trying to solve legitimate business problems.

Dr. Blackman uses a failed Amazon AI recruiting tool as an example. The algorithm was trained on past resumes and hiring data to inform future hiring decisions. AI ultimately learned patterns that favored male candidates because those patterns existed in the data.

The result wasn’t what Amazon intended, but that’s exactly the point. AI systems can learn lessons we never meant to teach them.

What happened next was encouraging: Amazon tested the system, identified the issue, tried to correct it, and ultimately discontinued the project when the problem couldn’t be resolved.

We tend to treat AI failures as proof that technology can’t be trusted, but Dr. Blackman makes a different point. Responsible AI isn’t about pretending mistakes won’t happen. It’s about testing, learning, and being willing to stop when something isn’t working the way you intended.

Cuando la IA se convierte en tu compañero de trabajo

The Amazon example also highlights something bigger. AI is capable of delivering value, but it can also produce unintended outcomes when we don’t fully understand how it’s learning or making decisions. Generative AI showed us what AI can create. Agentic AI is showing us what AI can actually do when it’s connected to business systems.

One comparison that stood out to me was that agentic systems are, in some ways, starting to look like employees. To be useful, they need access to the same tools, databases, and software that people use. Give an AI agent access to one system, and it can do one job. Give it access to dozens of systems, and it becomes more powerful.

“More access means more capability, but it also increases risk dramatically.”

– Dr. Reid Blackman

Avance: Cómo mantener a raya a la IA

What happens when your AI agent starts interacting with other people’s agents? In this clip, Dr. Blackman explains why monitoring multi-agent systems will become one of our biggest challenges.

Un nuevo tipo de reto en materia de seguridad

Agentic AI changes more than the way work gets done. It also changes the way we think about security. Instead of following predefined workflows, users interact with AI through natural language. That makes these systems more intuitive – but it also creates new challenges that traditional software doesn’t have.

As Dr. Blackman explained, attackers don’t necessarily have to break into an AI system the way they might traditional software. Instead, they may try to manipulate it through carefully crafted prompts that influence its behavior, bypass safeguards, or expose information it shouldn’t access. It’s a reminder that as AI becomes more capable, security has to evolve right alongside it.

“Do we need AI watching AI?”

– Nathan Macintosh

Los riesgos de los sistemas multiagente

If one AI agent can make a mistake, imagine what happens when multiple AI agents start working together. While it may be more efficient for systems to be connected, it also creates more opportunities for failure.

If one agent makes a mistake, it can create a ripple effect. A small issue can become a much larger one if organizations don’t understand how those interactions work. This doesn’t mean multi-agent systems are inherently risky. It simply means they require the same level of planning and oversight that organizations would apply to any complex business process.

“I learned about agentic AI today and I’m already scared. Now you’re telling me AI agents talk to other AI agents?”

– Nathan Macintosh

¿Sabes con quién está hablando tu IA?

If managing your own AI agents sounds challenging, consider what happens when they start interacting with someone else’s AI. You may know your own guardrails and policies, but external AI systems may be different. You may not know how they were trained, what they can access, and if they have the same safeguards in place.

Prepárate

Agentic AI is moving quickly, and the technology will keep evolving. The organizations that succeed may not necessarily be the ones that adopt AI first. They’ll be the ones that understand how to govern it, test it, and build trust around it.

One of the goals of Ready. Or Not. is to move beyond the hype and examine what responsible technology adoption actually looks like.

Dr. Blackman’s perspective is a reminder that successful AI adoption isn’t about choosing between innovation and caution. It’s about balancing both. That’s exactly the kind of conversation we’re excited to continue throughout our series.

Mira el episodio completo en Readiverse.

Preguntas frecuentes

Q: What is agentic AI?

A: Agentic AI refers to AI systems that can take actions, access tools, interact with applications, and complete multi-step tasks with varying levels of autonomy. Rather than simply generating responses, they can actively perform work across connected systems.

Q: Why does agentic AI introduce new risks?

A: Agentic AI often requires access to multiple systems, applications, and data sources. While that access increases usefulness, it can also expand the potential impact of mistakes, misuse, or security compromises.

Q: What are prompt attacks?

A: Prompt attacks involve using carefully crafted inputs to manipulate an AI system’s behavior, bypass safeguards, or expose information that should remain protected.

Q: Why is monitoring becoming more important?

A: As AI agents become more autonomous and connect to more systems, they are also becoming less predictable. Monitoring helps organizations identify unexpected behavior early and understand how AI systems are interacting with people, data, and other AI agents.

Q: What are multi-agent systems?

A: Multi-agent systems consist of multiple AI agents communicating and collaborating with one another to complete tasks. While they can improve efficiency, they can also introduce additional complexity that organizations must manage carefully.

Q: What’s the biggest takeaway from this episode?

A: AI risk isn’t just about what technology can do. It’s about understanding how systems behave when they interact with people, data, applications, and each other – and putting the right safeguards in place before problems arise.

Katherine Demacopoulos is Senior Director of Global Content Strategy and Programs at Commvault.

More related posts


Thumbnail_Blog-Dangerous-Silos-IDC-Resops-2026 (1)

The Importance of Recovery Point Objective (RPO) in Your Business Continuity Plan

Read more about The Importance of Recovery Point Objective (RPO) in Your Business Continuity Plan
Thumbnail_Blog-IDC-Resops-2026

Business Continuity Planning for the Cloud-Native Era

Read more about Business Continuity Planning for the Cloud-Native Era
Thumbnail_Blog-Bringing-Trust-to-CVE-2026

Demystifying SOC 2 Data Protection Requirements

Read more about Demystifying SOC 2 Data Protection Requirements

Durante años, la hipótesis de trabajo en el ámbito de la seguridad empresarial era que un conjunto de medidas de prevención bien consolidado podría aguantar el tipo el tiempo suficiente para que los defensores pudieran reaccionar. Frontier AI está poniendo en tela de juicio esa premisa, ya que los últimos modelos reducen el tiempo necesario para detectar y explotar vulnerabilidades de días o semanas a casi tiempo real.
La iniciativa«Mythos» model, Anthropic’s Mythos, ya cuenta concasi 200 empresasparticipantes y ha detectado unas 10 000 vulnerabilidades críticas o de alta gravedad. Por su parte,OpenAI’s GPT-5.5está demostrando capacidades similares.
En un seminario web reciente, Pranay Ahlawat, director de Tecnología e Inteligencia Artificial de Commvault, y Vidya Shankaran, directora técnica de campo, se unieron a mí para analizar el nuevo calendario para la gestión de vulnerabilidades, la creciente importancia de la validación de la recuperación y cómo deberían plantearse los equipos la resiliencia hoy en día.Inscríbete en el seminario web bajo demanda.

Puntos clave

  • A medida que la capacidad de la IA de vanguardia se duplica a un ritmo cada vez más rápido, las capacidades avanzadas que ayudan a reducir el tiempo que transcurre entre el descubrimiento de una vulnerabilidad y su explotación llegarán a manos de los adversarios en un plazo de entre seis y nueve meses.
  • Para recuperar un sistema de IA con agentes, hay que sincronizar a la vez las fuentes de datos, las configuraciones de los agentes y las identidades no humanas; si restauras un solo elemento por separado, pueden surgir fallos que solo se notan cuando algo más adelante deja de funcionar.
  • Las copias de seguridad y la recuperación resuelven problemas distintos: la copia de seguridad garantiza que los datos están guardados en un lugar seguro, mientras que la recuperación garantiza que una organización pueda volver realmente a un estado limpio y operativo.
  • ResOps™ (resilience operations) frames recovery as a cross-functional discipline. It brings security, operations, and technology teams together around a shared definition of what clean actually means.
  • A four-step framework – defining a empresa mínima viable, isolating and testing crown jewel workloads, evaluating recovery for risk, and running full recovery drills – gives organizations a practical starting point.

Frontier AI cambia las reglas del juego en la gestión de vulnerabilidades

La potencia de la IA de vanguardia se duplica ahora aproximadamentecada cuatro meses, much faster than even a few years ago. Although «Mythos»-type models have yet to be released publicly, adversaries may soon gain open-source access to «Mythos»-like capabilities, including:

  • Una ventana de contexto prácticamente ilimitada.
  • La capacidad de crear un conjunto de herramientas de ataque mediante la compilación inversa de código y la creación de contenedores para encontrar vectores de ataque.
  • El encadenamiento de vulnerabilidades, que consiste en unir debilidades que, por sí solas, son menores, para crear un exploit grave.

This has serious implications. Two out of three organizations currently carry more than 100,000 unpatched vulnerabilities, with an average fix life of approximately 240 days. In the past, security teams have dismissed many vulnerabilities as too difficult for an average adversary to chain together, but automation has rendered that viewpoint nearly obsolete.
At the same time, the use of AI for code creation – roughly 41% of new code is now AI-generated, and GitHub saw a 25% year-over-year increase in commits – is expanding the vulnerability surface faster than remediation can address it. The ability to uncover new zero-day vulnerabilities at scale compounds the problem.
When the time from discovery to exploitation approaches zero, the window for defensive action effectively closes.

Un adelanto: el futuro de la IA, en constante evolución

Este vídeo pone de relieve una realidad fundamental: las capacidades avanzadas de IA rara vez se mantienen exclusivas durante mucho tiempo. A medida que las innovaciones punteras en IA se extienden a ecosistemas más amplios, las organizaciones deben prepararse para un futuro en el que las capacidades ofensivas, cada vez más sofisticadas, estén cada vez más al alcance de todos.

El nuevo indicador de resiliencia: tiempo medio hasta una recuperación completa

Backup and recovery solve fundamentally different problems. Backup only confirms that data has been copied somewaquí safe, but it says nothing about whether the organization can actually return to a working state. And that’s waquí things can get complicated.
Two challenges often come between a successful backup and a successful recovery.

  1. Restaurar un entorno complejo significa recuperar la aplicación, las máquinas virtuales, la configuración de red, Active Directory y las bases de datos transaccionales que lo respaldan, todo ello en el orden correcto.
  2. You have to make sure that the data you’re restoring is free of malwareobackdoors – something seven out of 10 organizations recovering from a cyber incident are currently unable to validate.

A recovery that meets its time target while reintroducing an active threat can be worse than no recovery at all.
To get clearer visibility into their resilience, organizations have begun using the del tiempo medio de limpieza de la recuperación (MTCR), que combina el objetivo de tiempo de recuperación (RTO), el tiempo necesario para validar que los datos recuperados están realmente limpios y un paso final de validación humana antes de que los sistemas vuelvan a producción. El objetivo de Recovery para el MTCR es laempresa mínima viable: the roughly 30% of an environment, sequenced by dependency, that has to come back online for the organization to keep functioning.

La sala limpia como herramienta de pruebas

Recovery testing, the final human validation step in MTCR, typically means standing up a separate environment from live production systems – a time-consuming task when every minute counts. While cleanrooms are sometimes seen as an element of backup, a cloud-based cleanroom can also play a proactive role in recovery by providing an isolated environment to orchestrate and test complex recoveries before they are restored to production.
The same isolated environment can also help serve as a forensic tool, letting teams stand up two versions of a backup side-by-side to better understand what changed during an incident. And because it’s cloud-native and consumption-based, organizations can avoid standing up dedicated infrastructure just to test recovery.

Cuatro pasos para lograr la resiliencia operativa

Commvault’s four-step framework for building measurable operational resilience builds on these ideas.

  • Step 1: Define the empresa mínima viable: A business-oriented view of what has to come back, in what sequence, and with what dependencies, for the organization to function again, rather than a flat inventory of databases and virtual machines.
  • Step 2: Make sure the systems supporting that empresa mínima viable sit in an air-gapped, immutable, network-segmented environment that can be spun up and down quickly. For crown jewel workloads, this should be tested on a 45-day cadence.
  • Step 3: Evaluate recovery for risk before declaring it complete, since reintroducing a backdooropiece of malware during recovery defeats the purpose of the exercise and leaves little time for a second attempt.
  • Step 4: Treat recovery as more than a tabletop exercise. Perform recoveries with the same people and processes that would be involved in a real incident, alongside the automation behind them.

Cuando la IA se convierte en el problema de la recuperación

A large share of enterprises are already running AI systems in production, but only about 20% of them have actually tested their recoverability, leaving them vulnerable in the event of an incident. This is especially significant in light of the three ways AI changes resilience architecture.
First, AI expands the surface area that needs protection, from vector databases and model weights to agent configurations and the endpoints, such as Claude CoworkoGoogle Antigravity, waquí employees actually interact with agents.
It also introduces a fan-out problem, waquí a single update from an agent can cascade through a mesh of connected systems in ways that are far less predictable than a traditional three-tier application.
Finally, AI makes recovery itself more complex, since restoring an agentic system means synchronizing memory, state, transactional data, and non-human identities (NHIs) – the credentials and permissions assigned to AI agents rather than people – all at once.
The customers furthest along on agentic deployments have already made these systems part of their empresa mínima viable. At every stage of maturity, the emphasis is on restoring data sources, agent configurations, and supporting elements like weights and biases together, rather than as separate efforts, since misalignment between any of those pieces can introduce risk that a single point of recovery wouldn’t catch.

Taking Action on Post-«Mythos» Resilience

As a starting point to reduce risk from frontier AI, map your organization’s crown jewel systems and confirm that they sit in an air-gapped environment. With your empresa mínima viable defined, run cleanroom drills to establish a recoverability and MTCR baseline across tier-one workloads. This should be your anchor, board-level metric for resilience, showing clearly how quickly your business can resume essential operations following an incident.
Testing is critical for surfacing gaps in business, technology, and process understanding. Often, some of the biggest problems are organizational. ResOps™ (resilience operations), can address these.
A framework rather than a product, ResOps brings security, operations, and technology teams together around a shared view of what resilient design and recovery validation should look like. ResOps formalizes the growing industry recognition that cyber recovery is a cross-functional problem that requires stakeholders from across the business who each have a stake in the outcome.
In the post-«Mythos» era, that coordination is critical to both support ongoing readiness and enable a fast, effective response to an incident. Frontier AI makes a tested, well-defined clean recovery process a baseline requirement.

Mira el seminario web completo

Watch the full Resilience Over Panic session on demand to explore our four-step framework in more detail, including the requirements for agentic AI recovery.
Register aquí for the webinar.

Preguntas frecuentes

Q: What is del tiempo medio de limpieza de la recuperación (MTCR)?

A: Mean time to clean recovery (MTCR) measures how long it takes an organization to return to a verified, clean operating state after an incident. It’s a broader measure than simply how long it takes to restore data. It combines the traditional recovery time objective (RTO) with the additional time needed to confirm recovered data is free of malwareobackdoors, plus a final human validation step before systems return to production.

Las organizaciones están considerando cada vez más el MTCR, en lugar de solo la velocidad de recuperación, como el indicador de resiliencia a nivel directivo, ya que una recuperación rápida que vuelva a introducir una amenaza activa puede causar más daño que una más lenta, pero contrastada.

Q: How is MTCR different from RTO?

A: RTO measures how quickly systems and data can be restored after a disruption. MTCR includes RTO as one component, but adds the time needed to confirm that restored data is clean and the time spent on human validation before systems go back into production. In a cyber incident specifically, a system can meet its RTO and still fall short of true resilience if the restored environment is reinfected shortly afterward.

Q: What is a empresa mínima viable, and how is it different from a full disaster recovery plan?

A: A empresa mínima viable, sometimes called a minimum viable business, is the smaller, business-prioritized subset of systems, data, and dependencies an organization needs back online to keep functioning after an incident, rather than its entire IT estate.

A full disaster recovery plan typically aims to restore everything, in time; a empresa mínima viable definition forces an organization to decide in advance what truly has to come back first, and in what sequence, to avoid an operational shutdown.

Q: What’s the difference between a tabletop exercise and a live recovery drill?

A: A tabletop exercise is a paper-based walkthrough of an incident response plan, typically used to test decision-making and communication among stakeholders without actually executing any technical recovery steps.

A live recovery drill goes further by actually performing a recovery, using the real tools, automation, and people involved, to confirm the process works in practice, beyond what a paper exercise can show. Organizations that rely only on tabletop exercises may have a resilience plan that looks sound on review but hasn’t been tested against the operational details that tend to make real incidents take longer than expected.

Q: What are non-human identities (NHIs), and why do they complicate AI recovery?

A: NHIs are the credentials, permissions, and access rights assigned to software components, such as AI agents, rather than to individual people. As organizations deploy more agentic AI, the number of NHIs in an environment grows, and each one needs to be accounted for during a recovery alongside more familiar elements like databases and transactional systems.

Recovering an agentic AI system typically requires synchronizing NHIs with the rest of the AI stack, since restoring dataoconfigurations without restoring the correct agent permissions can leave gaps that are difficult to detect until something breaks downstream.

Q: How should an organization get started with ResOps™ (resilience operations)?

A: ResOps is a cross-functional framework that brings security, operations, and technology teams together around a shared definition of resilient design, distinct from any single product.

Las organizaciones pueden empezar por identificar un pequeño número de aplicaciones clave y realizar una prueba de recuperación inicial para establecer un MTCR de referencia, en lugar de intentar formalizar toda la disciplina de una sola vez. Esa referencia inicial ofrece a los equipos de seguridad, operaciones y gobernanza un punto de referencia concreto para hacer un seguimiento de las mejoras. Además, ayuda a crear los hábitos de colaboración entre equipos de los que depende ResOps a largo plazo.

Michael Thelander is Senior Director of Product Marketing at Commvault.

More related posts


Thumbnail_Blog-Dangerous-Silos-IDC-Resops-2026 (1)

The Importance of Recovery Point Objective (RPO) in Your Business Continuity Plan

Read more about The Importance of Recovery Point Objective (RPO) in Your Business Continuity Plan
Thumbnail_Blog-IDC-Resops-2026

Business Continuity Planning for the Cloud-Native Era

Read more about Business Continuity Planning for the Cloud-Native Era
Thumbnail_Blog-Bringing-Trust-to-CVE-2026

Demystifying SOC 2 Data Protection Requirements

Read more about Demystifying SOC 2 Data Protection Requirements

At Commvault, caring is not just something we say. It is something we act on every day.

Over the years, we have been so proud to have partnered with TeenTech, a UK-based educational charity for students aged 11–19. Teams of up to three students design and build tech products that solve real-world problems, then present them to a panel of industry judges.

We recently had the honor of attending the TeenTech Awards in London, where students from across the UK showcased the kind of creativity and problem-solving that gives us real hope for the future.

What made the day so meaningful was watching our people show up for each other. Vaulters from across the UK have supported TeenTech throughout our partnership – from building educational games and reviewing dozens of student projects, to volunteering their time on the big finals day.

This kind of commitment brings together Vaulters from different parts of our business and creates new connections along the way.

The innovation on display at the TeenTech Awards this year was unmatched. Here are a few of the standout ideas from the finalists:

  • A path toward treating Parkinson’s disease. One team proposed an approach for supporting patients earlier in the disease’s progression and explained the science behind it with real clarity.
  • A safer way to get from A to B. Another team rebuilt a navigation app around a “safest route” option, prioritizing personal safety alongside speed and distance.
  • A smart bandage that watches wounds heal. One finalist team designed a bandage that produces a hydrogel to support recovery and pairs with an app to track healing progress.
  • A fencing panel built to cut emissions. A fourth team proposed attaching zeolite panels to farm fencing as a simple way to help reduce agricultural emissions.

TeenTech gives young people a runway into STEM careers they might never have considered. Continuing to invest in the next generation of innovators matters, and we’re honored that Commvault gets to play a part in this journey.

Martha Delehanty is Chief People Officer at Commvault.

More related posts


Thumbnail_Blog-Dangerous-Silos-IDC-Resops-2026 (1)

The Importance of Recovery Point Objective (RPO) in Your Business Continuity Plan

Read more about The Importance of Recovery Point Objective (RPO) in Your Business Continuity Plan
Thumbnail_Blog-IDC-Resops-2026

Business Continuity Planning for the Cloud-Native Era

Read more about Business Continuity Planning for the Cloud-Native Era
Thumbnail_Blog-Bringing-Trust-to-CVE-2026

Demystifying SOC 2 Data Protection Requirements

Read more about Demystifying SOC 2 Data Protection Requirements

Durante años,la criptografía poscuántica (PQC) sat comfortably in the category of “important, but not urgent.”

Security leaders knew it was coming. Researchers talked about it. Standards bodies worked on it. Most organizations acknowledged that it would eventually require attention. But I would argue that the time to start preparing is now.
In this episode of STRIVE, I sat down with Sr. Director of Portfolio Marketing Michael Fasulo to discuss why the conversation around PQC is changing so quickly – and why the organizations that wait for certainty may find themselves running out of time.
Watch the episodio completo.

Puntos Clave

  • Harvest Now, Decrypt Later attacks mean sensitive data is already at risk, even if quantum capabilities aren’t stable or commercially viable yet.
  • La mayoría de las organizaciones no tienen una visión completa de su inventario criptográfico, lo que convierte la detección en el primer gran obstáculo.
  • La PQC supone tanto un reto tecnológico que hay que resolver como una cuestión de priorización de riesgos.
  • Las organizaciones que empiecen a prepararse ahora tendrán más opciones para ajustar sus prioridades que aquellas que se vean obligadas a reaccionar más tarde.

The Problem Isn’t the Technology

Most discussions about la criptografía poscuántica start with technology.

  • ¿A qué ritmo avanza la computación cuántica?
  • ¿Cuándo serán viables los sistemas cuánticos relevantes desde el punto de vista criptográfico?
  • ¿Qué algoritmos tienen más probabilidades de sobrevivir a largo plazo?

Those are important questions. But they’re not the questions I would prioritize asking. Michael wrote a el about PQC and we discussed today how several things have changed since then.
Over the past several years, estimates have consistently moved in one direction: what once felt distant now feels increasingly close. At the same time, standards are evolving; regulatory expectations are increasing, and organizations are beginning to recognize how much cryptographic debt they’ve accumulated over the decades.
The exact date of Q-Day may remain uncertain. The direction of travel is not.

sobre la criptografía poscuántica (PQC) y hoy hemos comentado cómo han cambiado varias cosas desde entonces.

En los últimos años, las estimaciones han apuntado sistemáticamente en una misma dirección: lo que antes parecía lejano ahora se percibe cada vez más cercano. Al mismo tiempo, las normas están evolucionando; las expectativas normativas son cada vez mayores y las organizaciones están empezando a reconocer la enorme deuda criptográfica que han acumulado a lo largo de décadas.

La fecha exacta del «Q-Day» puede seguir siendo incierta. La dirección en la que avanzamos, en cambio, no lo es.

One reason this conversation has become more urgent is the growing attention around Harvest Now, Decrypt Later attacks. The concept is straightforward: An adversary gains access to encrypted information today, stores it, and waits for future capabilities to make that information readable.
What’s important here is that the risk doesn’t begin when quantum computing arrives. The risk begins when even encrypted data is exfiltrated and stored.
For organizations protecting intellectual property, healthcare records, government information, or other sensitive long term retention data, that distinction changes everything.
Organizations need to know whether data being retained today will still matter when that future arrives.
For many,esp. the highly regulated industries and critical infrastructure, the answer is yes.

Una de las razones por las que este debate ha cobrado mayor urgencia es la creciente atención que suscitan los ataques del tipo «Harvest Now, Decrypt Later» (Recoger ahora, descifrar más tarde). El concepto es sencillo: un atacante obtiene acceso a información cifrada hoy, la almacena y espera a que surjan capacidades futuras que permitan leerla.

Lo importante aquí es que el riesgo no comienza cuando llega la computación cuántica. El riesgo comienza en el momento en que se extraen y almacenan datos, incluso si están cifrados.

Para las organizaciones que protegen la propiedad intelectual, los historiales médicos, la información gubernamental u otros datos sensibles que deben conservarse a largo plazo, esa distinción lo cambia todo.

Las organizaciones deben saber si los datos que se conservan hoy seguirán siendo relevantes cuando llegue ese futuro.

Para muchas, especialmente en los sectores altamente regulados y las infraestructuras críticas, la respuesta es sí.

Embed clip here: https://www.youtube.com/watch?v=A3YWU5rlmGA

In this clip, Michael explains why PQC isn’t a one-time fix or switch. The real goal is crypto agility – building the flexibility to adapt cryptographic algorithms as standards, and threats evolve. Because in cybersecurity, the challenge isn’t just preparing for what’s next. It’s being ready for what comes after that.

En este vídeo, Michael explica por qué la PQC no es una solución o un cambio puntual. El verdadero objetivo es la agilidad criptográfica: desarrollar la flexibilidad necesaria para adaptar los algoritmos criptográficos a medida que evolucionan los estándares y las amenazas. Porque, en ciberseguridad, el reto no consiste solo en prepararse para lo que viene a continuación, sino en estar preparados para lo que venga después de eso.

One misconception about PQC is that it’s primarily an encryption upgrade. In reality, most organizations haven’t reached the stage where replacement is the biggest concern.
They’re still trying to understand the scope of the problem. Cryptography exists everywhere.

  • Aplicaciones
  • Aplicaciones
  • Certificados
  • Servicios cloud
  • API
  • Firma de código

Many organizations struggle with the creation of the cryptographic inventory or its scope. That makes discovery one of the most important – and often underestimated – parts of the journey.
And for many enterprises, that’s a much larger endeavor than expected.

Muchas organizaciones tienen dificultades para crear el inventario criptográfico o definir su alcance. Eso convierte el descubrimiento en una de las partes más importantes —y a menudo subestimadas— del proceso.

Y para muchas empresas, se trata de una tarea mucho más ardua de lo esperado.

Another reason PQC has become a priority is that no organization will navigate this transition alone. Modern enterprises depend on vendors, cloud providers, software partners, and countless third parties, all of whom use cryptography.
That means quantum readiness extends beyond internal systems. It becomes a question of ecosystem readiness.

  • Otra razón por la que la PQC se ha convertido en una prioridad es que ninguna organización afrontará esta transición en solitario. Las empresas modernas dependen de proveedores, proveedores de servicios en la nube, socios de software e innumerables terceros, todos los cuales utilizan criptografía.

    Esto significa que la Readiness para la era cuántica va más allá de los sistemas internos. Se convierte en una cuestión de Readiness del ecosistema.

  • ¿Se están preparando los proveedores?
  • ¿Están los proveedores críticos planificando las migraciones?

These questions will increasingly become part of risk conversations, procurement discussions, and long-term technology planning. Because cryptography doesn’t stop at organizational boundaries. Neither does risk.

Estas preguntas formarán parte cada vez más de las conversaciones sobre riesgos, los debates sobre adquisiciones y la planificación tecnológica a largo plazo. Porque la criptografía no se detiene en los límites de la organización. Tampoco lo hace el riesgo.

The most important takeaway from this discussion is that la criptografía poscuántica is no longer a future technology challenge.
It’s becoming a present-day resilience conversation.
Organizations don’t need to panic and they don’t need to overhaul every system overnight. But they do need to begin, to make the best use of the time at their disposal for prepartion.
The organizations that navigate this transition successfully won’t necessarily be the ones with the most sophisticated cryptography. They’ll be the ones that started building understanding before certainty arrived.
And that’s often how resilience works.

Watch the Full Episode

There is plenty more that Michael and I explore in the episode that I didn’t capture above. Be sure to Hay mucho más que Michael y yo analizamos en el episodio y que no he mencionado anteriormente. No te lo pierdas para conocer:Los mayores retos a los que se enfrentan las organizaciones al iniciar su camino hacia la PQC.

  • Lo que los líderes deberían priorizar hoy en día, incluidas algunas buenas prácticas.
  • La comprensión de los algoritmos MLKEM y la agilidad criptográfica.
  • Consideraciones sobre la infraestructura para la PQC.
  • Cómo se está preparando Commvault para este futuro.
  • Preguntas frecuentes

FAQs

Q: What is la criptografía poscuántica (PQC)?
A: PQC refers to cryptographic algorithms designed to help remain secure against attacks from future quantum computers.
Q: What is Harvest Now, Decrypt Later?
A: It’s a strategy where attackers collect encrypted data today with the intention of decrypting it later when more advanced computing capabilities become available.
Q: Why are organizations focusing on PQC now?
A: Because preparation takes years, and sensitive data collected today may still be valuable when quantum threats become practical.
Q: What is the biggest challenge organizations face?
A: Discovery. Most organizations do not have complete visibility into where cryptography is used across their environments.
Q: Do organizations need to replace all cryptography immediately?
A: No. Most experts recommend starting with inventory, discovery, and prioritization before planning broader migrations.
Q: What should leaders do first?
A: Identify long-lived sensitive data, understand cryptographic dependencies, and begin building a roadmap for future transition.
 

Vidya Shankaran is Field CTO at Commvault.

More related posts


Cyber Resilience

Read more about Cyber Resilience

¿Cómo impulsa ResOps la próxima evolución de la resiliencia empresarial?

Las operaciones de resiliencia (ResOps) son una disciplina operativa que aúna la seguridad, la infraestructura de TI y la Recovery para dotar a las organizaciones de la capacidad de demostrar su capacidad de recuperación de extremo a extremo.

Puntos Clave

ResOps shifts organizations from a reliance on passive tools and assumptions to adoption of a proactive operational discipline that proves recoverability across systems, teams, and processes.

  • ResOps is a practice and discipline that can be adopted, not a product that can be bought. It is a unified operational model that brings together people, process, and technology to address digital fragility and the existential risk facing modern organizations.
  • The rapid adoption of AI has accelerated data growth, increased system interdependencies, and introduced new risks across pipelines, identities, and models. This ecosystem needs an overarching model to achieve resilience.
  • 97% of organizations have had a security incident in the past 12 months, according toMicrosoft’s 2026 Secure Access Report — split fairly evenly between malicious attacks and accidental errors.
  • Traditional metrics such as uptime and recovery time objective (RTO) fail to capture the complexities and risks of cyber recovery, where data integrity and system dependencies play a critical role.
  • Detection and containment alone are not sufficient: organizations must build recovery processes that helps restore clean, trusted, and fully functional data.
  • Increasing regulatory pressure has forced organizations to move beyond policy-based compliance toward demonstrable, evidence-based resilience.

Most enterprises have backup, disaster recovery, and security tools in place — yet few can prove the recoverability of critical services. Especially under real-world, active attack conditions. Commvault enables ResOps by connecting protection, detection, and recovery into a continuous operational model, helping organizations move from assumption-based resilience to evidence-based, measurable, and predictable recoverability.


Why do traditional B&R and disaster recovery solutions fall short?

Disruption is a constant threat in today’s hybrid, multi-cloud world. That’s why most businesses already have backup and disaster recovery in place. Many also invest heavily in cybersecurity tools designed to detect and respond to threats. On paper, it looks like organizations have already built a cyber resilience program.

Sin embargo, en la práctica, esto rara vez es así.

El reto no es la falta de herramientas, sino la creciente complejidad de los entornos que deben proteger, junto con la virulencia de los nuevos ataques y la fragmentación que existe en las arquitecturas de seguridad modernas.

According to Microsoft’s recent Secure Access report, 97% of organizations have had a security incident in the past 12 months. These attacks are happening in enterprises that now operate across fragmented systems spanning clouds, applications, endpoints, and data platforms. At the same time, AI adoption is accelerating this complexity. With88% of organizationsusing AI in at least one function, data is growing exponentially faster, the threats embedded in that data are stealthily increasing, dependencies have become harder to track, and recovery paths are no longer predictable.

Traditional backup and disaster recovery processes start when something breaks. These tools are also designed for stable, static systems: they confirm that data copies exist and recovery plans are documented, but don’t validate whether entire services, including all dependencies, can be restored under real-world conditions.

Esto genera una brecha de resiliencia que da lugar a problemas en la práctica:

  • Los datos pueden ser recuperables, pero no utilizables o fiables.
  • Los sistemas pueden restaurarse, pero no funcionar plenamente.
  • Puede que existan planes de Recovery, pero que fallen en condiciones reales.

La resiliencia requiere ahora algo más que herramientas aisladas. Requiere un modelo operativo que conecte de forma continua la protección, la detección y Recovery.

Aquí es donde ResOps cambia las reglas del juego. Une de forma eficaz la protección de datos, la detección y Recovery en un único modelo operativo continuo y validado.


¿Qué es ResOps y por qué es importante?

ResOps es una disciplina operativa diseñada para garantizar que Recovery sea integral y pueda demostrarse cuando sea necesario, con pruebas fehacientes.

Aúna personas, procesos y tecnología de los ámbitos de la seguridad, las TI y la infraestructura en un único modelo operativo. Mediante la planificación y la implementación colectivas de servicios críticos, un diseño resiliente y una validación continua, las organizaciones pueden resistir mejor las interrupciones, recuperarse dentro de los límites de tolerancia de impacto definidos y demostrarlo con pruebas.

The biggest advantage of a high-functioning ResOps practice is that it’s been structured directly to addressing enterprise fragility and existential risk. Some of the model’s key capabilities include:

  • Operationalizing the “safe recovery” process
  • Definir indicadores medibles de resiliencia del servicio (SRI) y una puntuación basada en pruebas
  • Asumir (y optimizar para) la Recovery en situaciones de estrés
  • Asumir una interrupción total y validar las vías de reconstrucción
  • Identificar continuamente y ayudar a reducir las deficiencias de resiliencia a medida que evolucionan los sistemas
  • Basarse en datos empíricos obtenidos de pruebas realistas
  • Abarcar toda la empresa
  • Gestionar la frontera entre las operaciones normales y las operaciones en situación de crisis

La diferencia clave es el enfoque. Los enfoques tradicionales dan prioridad a la capacidad, mientras que ResOps da prioridad a los resultados. Esto permite a las organizaciones demostrar que los servicios críticos pueden restablecerse, y no solo que se dispone de las herramientas necesarias.


¿Por qué la resiliencia cibernética exige una disciplina operativa?

Adding more tools isn’t the answer for resilience. In fact, el 40 % de las organizaciones afirma tener demasiados proveedores.

Los sistemas modernos están estrechamente interconectados y son altamente automatizados. Los fallos en un área pueden propagarse en cascada por todos los servicios, especialmente en entornos con infraestructura compartida y cargas de trabajo interdependientes.

Without a unifying operational model, teams must coordinate across disconnected tools and workflows during incidents – while the salvos are flying and communication is at its worst. This slows response and increases risk. IT teams and engineers are left figuring out a plethora of tools instead of actually focusing on what matters.

ResOps aporta estructura y responsabilidad. Define la titularidad de los resultados de Recovery, establece las expectativas de nivel de servicio y verifica que los procesos de Recovery se sometan a pruebas periódicas.


¿Cómo deberían medir las organizaciones la ciberresiliencia hoy en día?

Las métricas tradicionales, como el tiempo de actividad y el RTO, no reflejan la realidad de la recuperación cibernética. Parten de la base de que los sistemas pueden restablecerse de forma rápida y sin problemas, lo cual rara vez ocurre en ecosistemas complejos e interdependientes.

Se necesita una nueva métrica para garantizar el verdadero éxito de la recuperación cibernética:el tiempo medio de recuperación limpia (MTCR) MTCR addresses this need by precisely measuring how long it takes to restore verified, uncompromised and fully usable data. This metric is based on the belief that cyber recovery can only be complete when data integrity and trustworthiness have been restored. “Time to reastore,” without any context for safety or cleanliness or completeness, is wholly insufficient to provide confidence in addresses this by measuring how long it takes to restore verified, uncompromised data. This metric is based on the belief that cyber recovery must be measured by data integrity and trustworthiness. Only considering the restoration time is insufficient for the complete picture.

Los SRI refuerzan esta confianza al evaluar si los servicios críticos pueden seguir funcionando dentro de unos límites de tolerancia definidos durante una interrupción. En conjunto, estos indicadores ayudan a las organizaciones a pasar de las suposiciones a los datos contrastados, a identificar deficiencias en las capacidades de Recovery y a alinear la resiliencia con los resultados empresariales.


¿Qué se pasa por alto en el modelo «zero trust» en lo que respecta a Recovery?

El modelo «zero trust» es un paradigma de ciberseguridad que parte de la base de que ningún usuario ni dispositivo es de confianza por naturaleza, que los permisos elevados están controlados y que ya se ha producido una brecha de seguridad o que esta es inevitable.

El modelo «zero trust» ha logrado grandes avances a la hora de mejorar nuestro nivel general de seguridad en todos los sectores industriales.

Donde el modelo «zero trust» se queda corto es en el principio 3: una brecha real o un fallo de seguridad. La mayoría de las organizaciones estarán de acuerdo con esto, pero no están preparadas operativamente para estos escenarios.

Las organizaciones pueden detectar y aislar amenazas rápidamente, pero siguen teniendo dificultades para restaurar los sistemas de una forma que garantice la continuidad y la confianza. La detección no garantiza la capacidad de Recovery. Esto ha creado una brecha evidente entre la respuesta y la Recovery real.

ResOps fills this gap by serving as the operational layer that extends the zero-trust model all the way through its “assume the breach” mandate and fulfilling its original promise. With ResOps enhancing zero trust through a practice of operational resilience, organizations are better prepared to respond to threats and recover from them effectively.



¿Cómo están redefiniendo los organismos reguladores las expectativas en materia de resiliencia?

Las expectativas normativas están evolucionando rápidamente hacia una resiliencia demostrable, especialmente en el caso de los datos generados por IA y con un seguimiento deficiente. Los marcos de gobernanza exigen cada vez más una protección y una supervisión estructuradas de los sistemas de IA y de los datos generados por esta. Aspectos como la transparencia, la trazabilidad, la supervisión humana, los controles de calidad de los datos y la gestión de riesgos a lo largo del ciclo de vida revisten una importancia capital.

Marcos normativos como la NIS2 y la Ley de Resiliencia Operativa Digital (DORA) exigen a las organizaciones que demuestren su capacidad para resistir las interrupciones y recuperarse de ellas.

Esto incluye:

  • Definir niveles aceptables de interrupción
  • Realizar pruebas periódicas de los procesos de Recovery
  • Aportar pruebas del rendimiento de Recovery

Estos marcos normativos y reglamentos hacen hincapié en que el cumplimiento ya no se basa únicamente en políticas, sino que requiere resultados medibles.

Las operaciones de resiliencia (ResOps) respaldan este cambio al integrar la validación y la medición en las operaciones interfuncionales y al permitir que los equipos demuestren su resiliencia mediante pruebas y informes continuos.

 

Conclusión: Cómo las empresas reducen la brecha de resiliencia con ResOps

The gap between perceived resilience and actual, seamless recoverability from disruptions is prominent. It’s visible in how often organizations struggle to restore operations despite having the right tools in place. As environments grow more complex and AI accelerates the pace of change, this gap can only widen. When resilience is treated as a set of disconnected capabilities rather than a cross-functional discipline, the expected “bad days” can be unrecoverable.

ResOps ayuda a cerrar esta brecha al desplazar el enfoque de la preparación a la validación. Contribuye a integrar la protección, la detección y la Recovery en un ciclo operativo continuo, de modo que la Recovery no solo se planifique, sino que se valide en condiciones reales.

What’s more, approach transforms resilience from a reactive function into a measurable discipline. It helps teams gain clarity on ownership, visibility into dependencies, and confidence that critical services can be restored when it matters most.

Al adoptar ResOps, las empresas entran en una nueva era de resiliencia basada en la evidencia. Las brechas de seguridad y los ataques son inevitables. Pero un enfoque ResOps puede ayudar a las organizaciones a recuperarse de forma rápida, segura y completa.

 

Preguntas frecuentes

¿Qué es ResOps en el contexto de la ciberresiliencia?

ResOps is an operational discipline that unifies security, IT, and recovery teams to continuously validate and prove recoverability. It focuses on measurable outcomes, not just tools. Commvault Cloud supports the ResOps model by connecting anomaly detection, clean recovery, and Cleanroom validation into a single operational platform — enabling businesses to restore critical services reliably under real-world disruption

¿Por qué fallan los modelos tradicionales de Backup and Recovery y recuperación ante desastres?

Traditional backup and disaster recovery focus on data availability and documented plans, but do not validate whether full services and dependencies can be restored — leaving gaps where data exists but systems are not functional or trusted. Commvault products addresses this with evidence-driven recovery capabilities including anomaly detection, Cleanroom Recovery, and Synthetic Recovery that validate clean restore points before production cutover.

¿Cómo mejora ResOps la ciberresiliencia?

ResOps improves resilience by connecting detection, protection, and recovery into a continuous closed-loop model. Commvault Cloud operationalizes this across five integrated functions: automated discovery and protection, continuous detection, clean recovery, continuous validation and improvement, and continuous compliant business — giving teams a single platform to execute the full ResOps discipline.

¿Qué métricas miden eficazmente la ciberresiliencia?

Metrics like Mean Time to Clean Recovery (MTCR) and Service Resilience Indicators (SRIs) provide better insight than RTO alone — measuring how quickly organizations can restore trusted, fully functional systems. Commvault introduced MTCR as a cyber recovery metric, shifting the measurement conversation from speed to data integrity and verified service continuity.

¿Cómo amplía ResOps el modelo «zero trust»?

Zero trust focuses on prevention and access control but does not address recovery after a breach. Commvault Cloud fills this gap by connecting threat detection with clean recovery workflows — helping organizations restore trusted systems after compromise and close the gap between detection and operational continuity. In this way, ResOps extends and enables true zero trust by operationalizing restoration.

¿Por qué aumenta la presión normativa en materia de resiliencia?

Regulations such as NIS2 and DORA now require organizations to demonstrate resilience through testing, measurement, and evidence — not just documented policies. Commvault supports this shift through ResOps-aligned capabilities including continuous validation, Cleanroom-based recovery testing, and MTCR measurement — providing the audit-ready evidence of recoverability that modern regulatory frameworks require.

Explora recursos relacionados

Informe de los analistas

Informe de GigaOm sobre la recuperación mínima viable

Define exactly what recovery performance your organization must achieve – and benchmark your readiness against industry standards.
Lea el informe sobreabout Informe de GigaOm sobre la recuperación mínima viable
Webinar a la carta

Resiliencia de la IA y ResOps: ponencia principal de SHIFT

Watch Commvault’s CEO introduce ResOps and demonstrate how AI-enabled automation transforms enterprise cyber recovery in real time.
Ver bajo demanda sobreabout Resiliencia de la IA y ResOps: ponencia principal de SHIFT

Ya está disponible la copia de seguridad y la recuperación Cloud para Google Cloud .

Clumio for Google Cloud Storage is now generally available – helping to extend immutable backup and rapid recovery to petabyte-scale object storage in Google Cloud.

Puntos Clave

Clumio para Google Cloud Storage ya está disponible de forma generalizada, lo que ayuda a las organizaciones a proteger el almacenamiento de objetos en la nube con copias de seguridad inmutables, Recovery rápido y la simplicidad del SaaS. Clumio para Google Cloud Storage ayuda a:

  • Proteger los datos de Google Cloud Storage con copias de seguridad inmutables y aisladas físicamente, diseñadas para permitir la Recovery tras ataques de ransomware y eventos de eliminación destructiva.
  • Recuperar objetos individuales, prefijos o buckets completos desde un momento concreto.
  • Restaurar conjuntos de datos a escala de nube que permiten el uso de la IA, el análisis de datos y las aplicaciones críticas para el negocio.
  • Reducir la complejidad operativa con una plataforma de Backup and Recovery basada en SaaS totalmente gestionada.
  • Reducir las interrupciones en el negocio gracias a flujos de trabajo de Recovery más rápidos.
  • Apoya las iniciativas de cumplimiento normativo y gobernanza con copias de seguridad aisladas y políticas de protección centralizadas.

Clumio para Google Cloud Storage is a cloud-native backup and recovery solution that helps deliver immutable, air-gapped protection for Google Cloud Storage objects, prefixes, and buckets at petabyte scale. It helps enable rapid, granular recovery following ransomware, accidental deletion, lifecycle policy errors, or data corruption – without requiring organizations to manage backup infrastructure.

Las organizaciones confían cada vez más en Google Cloud Storage como base para plataformas de análisis, iniciativas de IA, datos de aplicaciones, archivos y servicios nativos de la nube.

Aunque Google Cloud ofrece un almacenamiento de gran durabilidad, la durabilidad por sí sola no resuelve los problemas derivados del ransomware, el borrado accidental, los errores en las políticas de ciclo de vida, la actividad maliciosa o la corrupción lógica. Cuando el almacenamiento de objetos en la nube se convierte en un sistema de registro, las capacidades de Recovery cobran tanta importancia como la disponibilidad del almacenamiento.

Clumio para Google Cloud Storage is now available, helping extend cloud-native cyber resilience and recovery capabilities to one of the industry’s leading cloud object storage platforms. The solution delivers immutable, air-gapped backups and rapid recovery workflows that help organizations recover data following cyberattacks, operational mistakes, outages, or corruption events.

As organizations continue investing in AI, analytics, and multi-cloud strategies, the ability to recover large-scale datasets becomes a critical business requirement. Clumio para Google Cloud Storage is designed to help organizations support business continuity, reduce operational overhead, and recover with greater confidence at cloud scale.

Por qué Google Cloud Storage requiere el servicio específico backup recuperación

Google Cloud Storage se ha convertido en la base de datos de las empresas modernas. Las organizaciones lo utilizan para almacenar datos de entrenamiento para modelos de IA, dar soporte a flujos de análisis, archivar registros empresariales e impulsar aplicaciones nativas de la nube.

A medida que crecen los volúmenes de datos, también aumenta el impacto potencial de una interrupción. Un solo error en la política de ciclo de vida, una eliminación accidental, un ataque de ransomware o un fallo en una aplicación pueden afectar a millones de objetos simultáneamente. La durabilidad nativa del almacenamiento ayuda a proteger contra fallos de infraestructura, pero no resuelve la corrupción lógica, la actividad maliciosa ni el error humano.

El reto se agrava aún más para las organizaciones que gestionan petabytes de datos. Las tareas de Recovery suelen requerir coordinación manual, scripts personalizados y procesos que consumen mucho tiempo, lo que retrasa la restauración de los servicios críticos para el negocio.

Investigaciones recientes shows that 84% of cloud leaders intentionally use multiple cloud environments. This helps support AI initiatives, balance risk, and manage large datasets. As multi-cloud adoption expands, organizations need consistent resilience and recovery capabilities across environments.

Cómo ofrece Clumio resiliencia nativa de la nube

Clumio para Google Cloud Storage was designed to address these challenges through a cloud-native, SaaS-based approach to protection and recovery. The platform stores backup copies in an immutable, air-gapped environment separate from production data.

Este aislamiento ayuda a reducir el riesgo de que los datos de copia de seguridad se vean afectados si el almacenamiento principal se ve comprometido por ransomware o por eventos de eliminación destructiva. Ayuda a las organizaciones a recuperar datos a múltiples niveles de granularidad, incluyendo objetos individuales, prefijos y buckets completos. Esta flexibilidad permite a los equipos recuperar solo los datos que necesitan, lo que contribuye a reducir los tiempos de Recovery y las interrupciones operativas.

La solución también ayuda a eliminar la necesidad de implementar, aplicar parches, escalar o mantener la infraestructura de copias de seguridad. La gestión centralizada de políticas y los flujos de trabajo de protección automatizados ayudan a simplificar las operaciones, al tiempo que permiten que las estrategias de protección se adapten al crecimiento de los entornos de datos en la nube.

Resultados empresariales para la IA, el análisis de datos y las operaciones en la nube

For many organizations, downtime is no longer limited to application outages. Disrupted data can halt analytics projects, interrupt AI pipelines, delay customer-facing services, and impact business decision-making. Clumio helps organizations reduce these risks by supporting faster recovery workflows and strengthening cyber resilience. Key business outcomes include:

  • Faster recovery – Rapid point-in-time recovery helps organizations recover data from selected recovery points following ransomware attacks, accidental deletion, corruption events, or lifecycle policy mistakes.
  • Reduced operational overhead – A fully managed SaaS platform that helps remove infrastructure management requirements and reduce reliance on manual recovery processes.
  • Improved cyber resilience – Immutable, air-gapped backups are designed to add an additional layer of resilience against modern cyber threats.
  • Greater confidence in AI and analytics – Organizations can help protect the datasets that enable AI models, business intelligence platforms, and analytics environments.

“With Clumio for Google Cloud, we will be able to restore massive volumes of cloud data with a cloud-native SaaS solution that is easy to use and highly scalable.” – Alex Grach, Jefe de Ingeniería, Trusted Data Platform en Atlassian

Recovery coherente en entornos multicloud

Muchas empresas operan actualmente en múltiples entornos de nube, incluidos AWS y Google Cloud. Si bien la adopción de la nube aporta flexibilidad, también puede introducir complejidad cuando los procesos de Backup and Recovery difieren entre entornos.

Clumio ayuda a abordar este reto proporcionando una experiencia de protección nativa de la nube coherente en todas las plataformas de nube. Las organizaciones pueden aplicar políticas unificadas, agilizar los flujos de trabajo de Recovery y reducir las fricciones operativas a medida que crecen los entornos de nube.

As businesses continue investing in AI-enabled innovation, cloud resilience must evolve alongside the workloads it protects. With the general availability of Clumio para Google Cloud Storage, organizations gain a purpose-built solution for helping protect and recover cloud object storage data at scale while maintaining the operational simplicity that modern enterprises require.


Preguntas frecuentes

Q: What is Clumio para Google Cloud Storage?

A: Clumio para Google Cloud Storage is a cloud-native backup and recovery solution that helps protect Google Cloud Storage data with immutable, air-gapped backups. It helps enable organizations to recover objects, prefixes, and buckets following ransomware, accidental deletion, corruption, or operational mistakes.

Q: Why isn’t Google Cloud Storage durability enough?

A: Google Cloud Storage durability is designed to help safeguard data against infrastructure failures, but it does not address logical corruption, ransomware, malicious deletion, lifecycle policy mistakes, or human error. Independent backup copies help provide an additional recovery layer.

Q: Can Clumio recover individual objects?

A: Yes. Clumio supports granular recovery workflows that allow organizations to recover individual objects, prefixes, or entire buckets depending on the scope of the incident.

Q: How does Clumio help with ransomware recovery?

A: Clumio stores backup copies in immutable, air-gapped environments separate from production storage. These isolated backup copies help organizations recover data following ransomware attacks or destructive deletion events.

Q: Is Clumio designed for large datasets?

A: Yes. Clumio is designed to support cloud-scale environments and can help organizations protect and recover large object storage datasets that enable analytics, AI, and business-critical applications.

Q: How does Clumio simplify operations?

A: As a fully managed SaaS platform, Clumio helps eliminate the need to deploy and maintain backup infrastructure. Centralized policy management and automated workflows help reduce administrative overhead and operational complexity.

Recursos relacionados

PRESS RELEASE 

Clumio Extends Recovery to Google Cloud Storage 

Ofrece protección y resiliencia inmutables, SaaS, para conjuntos de datos a escala de petabytes en Google Cloud , que son fundamentales para la era de la IA autónoma

Read the announcement  about Clumio Extends Recovery to Google Cloud Storage 
ANALYST REPORT 

The Total Economic Impact of Clumio 

Explore the business value, efficiency gains, and operational benefits organizations achieve with Clumio.

View the report  about The Total Economic Impact of Clumio 
CUSTOMER STORY 

How LoanBoss Strengthens Cloud Resilience 

Learn how organizations strengthen cloud resilience and simplify data protection with Clumio.

Watch the story  about How LoanBoss Strengthens Cloud Resilience 
ANALYST REPORT 

Building Cyber Resilience in the Cloud 

Discover best practices for helping protect cloud-native workloads against ransomware and operational disruptions.  

Read the Report  about Building Cyber Resilience in the Cloud 

¿Listo para empezar?

Operaciones de resiliencia

Cómo las operaciones de resiliencia (ResOps) impulsan la capacidad de recuperación de las empresas

Enterprise resilience fails not from lack of tools — but because operations, security, and infrastructure teams lack a shared, measurable framework for proving recovery.

It’s 2:47 a.m. and your incident bridge has 40 people on it. The ransomware hit a tier-one workload six hours ago. Containment is done. The forensics team has cleared two recovery points. And now everyone is waiting on the one question nobody prepared for: which services do we restore first, in what order, and how do we know the data is actually clean? Your backup admin pulls up the restore job. Your security lead pulls up the threat report. Your infrastructure lead pulls up the runbook – the one last updated eighteen months ago. Nobody has a shared answer. Nobody has practiced this together. This is the gap that Resilience Operations — ResOps — is designed to close. Not after the incident. Before it.

Resilience Operations (ResOps) is an operational discipline that aligns security, infrastructure, and operations teams around critical services, defined impact tolerances, and continuous validation — so organizations can withstand disruption and demonstrate recoverability with evidence. Commvault Cloud supports ResOps with recovery intelligence, posture visibility, Cleanroom Recovery for isolated restoration, AI-enabled anomaly detection, and automated recovery testing across hybrid, multi-cloud, SaaS, and AI-enabled environments.

Menos del 7 %

Fewer than 7% of organizations can recover from a ransomware attack within 24 hours of detection. For enterprises running tightly coupled, automated environments — where one compromised workload can cascade into a full-scale operational shutdown — this statistic defines the gap that ResOps is built to close.


¿Qué es ResOps y en qué se diferencia de las copias de seguridad y la recuperación ante desastres?

Backup and disaster recovery are infrastructure disciplines — they answer whether data exists and whether a datacenter can fail over. ResOps is an enterprise operating discipline: it answers whether critical business services can be recovered end-to-end, under real-world stress, within defined impact tolerances — and produces evidence to prove it.

Where DR treats recovery as an IT-owned procedure, ResOps embeds it into the operating rhythm of the entire enterprise. A ResOps Council gives cross-functional teams — engineering, security, infrastructure, operations, service delivery — shared ownership and decision rights over resilience outcomes. Recovery is then governed by two measurable targets: Service Resilience Indicators (SRIs), which define how well each critical service must perform under disruption, and Mean Time to Clean Recovery (MTCR), which tracks how quickly it actually gets there. The result is a shift from annual DR tests and static runbooks to continuously measured, board-reportable recoverability.

  • Critical Services Mapping: ResOps begins by identifying the Minimum Viable Company (MVC) — the smallest set of critical services required to sustain business operations — and defining acceptable impact tolerances for each. This scope definition informs downstream governance and testing priorities.
  • SRI-Based Performance Targets: Each critical service is assigned a Service Resilience Indicator (SRI) — a specific, testable target for how the service should perform under disruption. SRIs replace vague recovery intentions with more accountable, measurable targets.
  • MTCR Tracking: Mean Time to Clean Recovery (MTCR) measures the elapsed time from incident declaration to verified restoration of a critical service. Unlike recovery time objective (RTO), which measures uptime restoration, MTCR incorporates validation steps to support recovery confidence.
  • Cross-functional Decision Rights: ResOps defines who makes recovery decisions, in what order, and under what conditions — using RACI diagrams, backup authority structures, and preapproved runbooks. This helps reduce coordination gaps that can occur when siloed teams respond during an incident.
  • Continuous Validation Cadence: ResOps replaces annual disaster recovery (DR) tests with an ongoing rhythm of simulations, tabletop exercises, and cleanroom restores — each producing evidence that recovery capabilities remain current and effective.

El marco ResOps: cinco ámbitos integrados para la resiliencia empresarial

The ResOps framework is a closed-loop operational model built around five integrated domains — Resilience Governance, Recovery Planning, Recovery Architecture, Resilience Assurance, and Resilience Measurements —that together help organizations maintain critical services within defined impact tolerances during disruption. Once these domains are established, teams can adopt a posture of continuous improvement, transforming resilience from a one-time project into an ongoing, measurable program.

Each domain plays a specific role in the ResOps closed loop. Resilience Governance establishes the charter, defines the Minimum Viable Company (MVC), and creates cross-functional ownership through a ResOps Council. Recovery Planning and Recovery Architecture translate that governance into testable runbooks, recoverability tiers, separation of control and data planes, immutable recovery points, and air-gapped isolation. Resilience Assurance validates these architectures through continuous testing — such as simulations, cleanroom restores, and tabletop exercises — while Resilience Measurements track SRIs, MTCR, and reporting outputs to support visibility and decision-making.

  • Resilience Governance: Establishes a ResOps charter, defines impact tolerances for each critical service, aligns resilience outcomes to organizational funding, and creates a cross-functional ResOps Council for shared accountability and decision-making.
  • Recovery Planning: Defines recoverability tiers by business criticality, including technical runbooks for system restart, RACI diagrams of recovery responsibilities, dependency maps, and testing schedules — so teams have a documented and rehearsed path to recovery.
  • Recovery Architecture: Defines separation between control planes, data planes, and storage tiers; incorporates air-gapping, immutability, and domain isolation; and is designed to reduce blast radius within the recovery environment to support faster, more controlled restoration.
  • Resilience Assurance: Embeds continuous validation into the operating rhythm — including cleanroom restores, simulations, and governed tabletop exercises —designed to validate recovery processes and reduce reinfection risk.
  • Resilience Measurements: Tracks outcome-focused metrics, including impact tolerances, MTCR, SRI attainment, and critical service status, and translates them into quarterly resilience reporting for leadership visibility.

Cómo Commvault Cloud respalda ResOps en entornos empresariales híbridos

Commvault Cloud respalda ResOps como una plataforma basada en pruebas que ayuda a ampliar la ciberresiliencia más allá de las herramientas de protección, para convertirla en un modelo operativo más amplio. Aunque ResOps es una disciplina más que un producto, Commvault Cloud ofrece capacidades que ayudan a las organizaciones a poner en práctica sus cinco ámbitos en entornos híbridos, multinube, SaaS y basados en IA.

Commvault Cloud helps address the ResOps evidence gap by combining recovery intelligence, posture visibility, and recovery workflows within a unified platform. Rather than stitching together point tools for backup, disaster recovery (DR), and security operations, Commvault Cloud provides a unified data protection console across enterprise workloads — on-premises, cloud, and SaaS —while integrating with SecOps tools so detection and recovery can operate in a coordinated manner. This approach enables cross-functional teams to define SRIs, measure MTCR, and continuously validate recovery processes in isolated environments — supporting the evidence needs of stakeholders, including leadership and regulators.

  • Cleanroom Recovery: Commvault’s Cleanroom Recovery capability provisions an isolated, air-gapped environment on demand — separate from the production network— where critical workloads can be restored, analyzed, and scanned prior to returning services to production. (See FAQ Q3 for step-by-step mechanics.)
  • AI-Enabled Anomaly Detection: Commvault Cloud’s AI-enabled detection helps identify unusual data access patterns and backup anomalies early — helping limit incident impact and reduce the scope of recovery.
  • Automated Recovery Testing: Instead of relying solely on periodic DR exercises, Commvault Cloud supports ongoing validation of recoverability by running non-disruptive recovery tests and comparing results against SRI targets, helping surface gaps before an incident.
  • Unified Data Protection Console: A single control plane spans on-premises, cloud, SaaS, and AI-enabled workloads — helping reduce coverage gaps and tool sprawl that can affect recovery confidence in hybrid environments.
  • Posture Visibility and SRI Reporting: Commvault Cloud provides visibility into resilience posture across protected workloads in a unified view — tracking SRI attainment, MTCR trends, and tolerance gaps—and generating reporting artifacts to support internal and external stakeholders.

Microsoft Sentinel (SIEM)

Bidirectional integration allows Commvault Cloud to pass recovery telemetry into Microsoft Sentinel for correlation with threat detections — helping inform recovery decisions with current security context.

CrowdStrike Falcon (plataforma de seguridad)

Integration with CrowdStrike provides threat intelligence that helps inform recovery point selection — so restored environments can be assessed against known indicators of compromise before returning to production.

Splunk (SIEM/SOAR)

Commvault Cloud envía datos de eventos de Recovery a Splunk para proporcionar una visibilidad unificada de las operaciones de seguridad, lo que ayuda a los equipos a correlacionar las anomalías en las copias de seguridad con una actividad de amenazas más amplia.

Microsoft Azure / AWS / Google Cloud (nube)

Commvault Cloud’s any-to-any workload portability supports recovery across major hyperscalers — helping organizations maintain resilience as dependencies shift across cloud environments.

ServiceNow (ITSM)

Integration with ServiceNow supports automated incident ticket creation and orchestration of recovery workflows — helping connect security detection with IT operations response.

Cómo funciona ResOps de principio a fin: desde la gobernanza hasta la Recuperary limpia


Descubre

The unified data protection console helps classify enterprise data and map service dependencies — creating a centralized inventory of what constitutes the Minimum Viable Company (MVC) and which workloads align to specific recoverability tiers.


«Protección»

Policy-driven protection is applied across workloads based on recoverability tiers defined in Recuperary Planning. This results in recovery points designed with immutability and air-gap principles, reflecting the Recuperary Architecture approach — such as separation of control planes, data planes, and storage, and considerations for blast-radius reduction.


Detectar

AI-enabled anomaly detection monitors backup telemetry and data access patterns. When irregularities are identified, alerts can be routed to integrated SecOps platforms — helping security and recovery teams operate from a shared signal and reduce delays in response.


Recuperar

Following incident declaration, orchestrated workflows run against pretested runbooks — reducing the need for ad hoc response. Cleanroom Recuperary provisions an isolated environment where recovery points can be analyzed and tested before services are returned to production.


Restaurar

Services are promoted to production based on SRI priority. MTCR is captured for each service. The recovery sequence — including timestamps, validation steps, and SRI attainment — can be logged and compiled into reporting artifacts to support internal reviews and stakeholder reporting.

ResOps transforms enterprise resilience from documentation-based planning into a continuously validated, evidence-led operating discipline. Organizations that operationalize ResOps gain a cross-functional framework that unites security, IT, and infrastructure around measurable recoverability — tracked through SRIs, MTCR, and reporting for leadership visibility.

Commvault Cloud respalda este modelo mediante Cleanroom Recovery, la detección de anomalías basada en IA, las pruebas de recuperación automatizadas y la protección de datos unificada en todas las cargas de trabajo de la empresa.

The result: when disruption occurs — from ransomware, AI-enabled failure, or cascading infrastructure outages — teams are better prepared, recovery processes are validated, and organizations can provide supporting evidence to stakeholders, including regulators.

Preguntas frecuentes

¿Qué es ResOps y en qué se diferencia de la Backup and Recovery tradicional?

ResOps addresses a gap backup and DR don’t fully cover: can critical services be recovered end-to-end under real-world conditions within defined impact tolerances — and can we prove it? Backup confirms data copies exist, and DR validates data center failover, but ResOps extends this by accounting for dependencies, clean-state validation, rebuild pathways, and cross-functional execution, with metrics like SRIs and MTCR supported by Commvault Cloud.

¿En qué se diferencia la resiliencia operativa de la planificación de la continuidad del negocio (BCP)?

Business continuity planning (BCP) defines how an organization intends to respond to disruption, producing documented procedures that are tested periodically. Operational resilience and ResOps focus on continuously testing and improving an organization’s actual ability to withstand disruption within defined tolerances. Commvault Cloud supports this shift by providing the measurement and validation layer — SRI tracking, MTCR reporting, and Cleanroom-based testing — that enables organisations to demonstrate execution rather than simply document intent.

¿Cómo funciona la Cleanroom Recovery de Commvault Cloud para la respuesta ante el ransomware?

When an incident occurs, Commvault Cloud provisions a Cleanroom environment — an isolated network segment designed to limit exposure to compromised systems. Recovery points are scanned for potential threats before validation activities — such as application startup and dependency checks— help confirm readiness, with the process generating logs and artifacts that can support internal review and regulatory reporting.

¿En qué se diferencia ResOps de lo que ofrecen Rubrik, Cohesity o Veeam?

Rubrik, Cohesity y Veeam proporcionan capacidades de protección y recuperación de datos, mientras que ResOps introduce un modelo operativo que coordina a los equipos de seguridad, operaciones e infraestructura en torno a tolerancias de impacto definidas y una capacidad de recuperación basada en pruebas. Commvault Cloud respalda este enfoque con capacidades como un plano de control unificado, Cleanroom Recovery, la detección de anomalías basada en IA y la medición automatizada de métricas de resiliencia como los SRI y el MTCR.

¿Qué marcos de cumplimiento exigen pruebas de resiliencia operativa y cómo los aborda ResOps?

Frameworks such as NIS2, the EU Cyber Resilience Act, DORA, and NIST CSF 2.0 emphasize resilience, testing, and accountability, though specific requirements vary by regulation and jurisdiction. ResOps can help organizations align to these expectations by providing an operating model and measurable outputs — such as SRI metrics and recovery validation records— supported by Commvault Cloud capabilities.

¿Cuándo debería una empresa adoptar ResOps en lugar de limitarse a mejorar su programa de recuperación ante desastres (DR) existente?

Organizations may improve DR when addressing specific gaps like recovery time objectives, recovery point objectives, or workload coverage. ResOps becomes relevant when challenges are broader — siloed teams, unclear dependencies, or limited visibility into recovery readiness. Commvault Cloud supports the transition from DR to ResOps by providing a unified control plane, Cleanroom Recovery for validated testing, and SRI-based measurement that makes recovery readiness visible and reportable to leadership and regulators.

Demuestra tu resiliencia con Commvault Cloud ResOps

Start with critical services, define impact tolerances, and validate clean recovery with evidence — using SRIs, MTCR, and Commvault Cloud.

Recursos relacionados

Explora

¿Qué son las operaciones de resiliencia (ResOps)?

Understand the ResOps operating model — how it unites data security, identity resilience, and cyber recovery into a continuous discipline for AI-era enterprises.
Lea el artículo sobreabout ¿Qué son las operaciones de resiliencia (ResOps)?
Blog

Replanteamiento de la resiliencia para la era de la IA

Descubre cómo gestionar de forma activa la resiliencia en entornos de IA cada vez más complejos con un nuevo enfoque operativo multifuncional impulsado por Commvault Cloud.
Lee la entrada del blog sobreabout Replanteamiento de la resiliencia para la era de la IA

To address mandates governing where their data is stored and used,many organizations think they can buy a sovereign cloud SKU from a hyperscaler and check the box. But this falls far short of what’s actually required – something they might discover only when a regulator asks them to demonstrate that a dataset never left a defined geography,that no foreign-jurisdiction personnel accessed it,and that they can recover it within 24 hours under incident conditions.

In a recent webinar,I joined Commvault GM Alex Zinin,who leads our digital sovereignty task force,along with Jakub Lewandowski,our associate general counsel for EMEA,and Pranay Ahlawat,our chief technology and AI officer,to examine what a complete approach to digital sovereignty needs to include and where most programs fall short.

See the full webinarand get the fullLa soberanía digital,al descubiertoreadiness report and implementation framework.

Puntos Clave

  • The EU Cloud Sovereignty Framework defines eight sovereignty objectives,only one of which concerns data location.
  • Selecting a sovereign cloud region addresses where data lives,but not who can access it,under what legal authority,or whether you can recover it under real conditions.
  • A complete sovereignty posture spans four interdependent pillars: data locality,technological sovereignty,operational sovereignty,and jurisdictional sovereignty.
  • Sovereignty programs that treat recovery architecture separately from primary data governance carry an unexamined risk that can surface during incidents.
  • Rather than a policy of maximum sovereignty at any cost,organizations should design their strategy around minimum viable sovereignty: the right controls,consistently enforced,calibrated to actual obligations.

Digital Sovereignty Becomes an Enterprise Requirement

Over the past decade,the toughest digital and data sovereignty rules have mainly applied to government,defense,and other national‑security workloads. Outside of highly regulated sectors,many enterprises treated sovereignty principles as design guidance rather than a hard architectural constraint.

That’s now changing. RGPDenforcement has matured beyond guidance into substantial fines for operational failures,and newer regimes likeDORA,NIS2,Germany’s KRITIS rules,and the EU Data Act have tightened expectations around jurisdictional control and operational resilience.

Sovereignty questions are now surfacing in RFPs,M&A due diligence,and board‑level risk reviews as well.

The EU Cloud Sovereignty Framework,published in October 2025,clarifies what this scrutiny actually evaluates. Of its eight sovereignty objectives,only one addresses where data resides. The other seven cover access control,operational dependencies,jurisdictional exposure,and recovery.

For enterprises,this structure is now the lens through which vendor capabilities must be evaluated.

Sneak Peek: Rethinking Sovereignty and Resilience

In this moment from the webinar,Jakub discusses how sovereignty is a risk posture,rather than a single product. Organizations need a holistic strategy that combines architecture,operations,governance,auditability,and recovery planning to address it.

Data Residency Does Not Equal Sovereignty

Data residency only answers questions about where. Sovereignty regulations also require being able to explainwho,how,and under what conditions.

In practical terms,a complete sovereignty posture encompasses four interdependent pillars.

1. Data Locality

This pillar covers not just where data is stored,but where it travels. Control-plane artifacts,metadata,and telemetry can cross geographic boundaries even when primary data stays in-region.

2. Technological Sovereignty

This pillar addresses whether the organization controls the mechanisms that protect data:

  • How access is granted.
  • How data is encrypted.
  • Whether encryption key custody is retained under all conditions.

A key concept here (pun intended) is the distinction between Bring Your Own Key (BYOK),where an organization’s own encryption keys are managed within the provider’s platform,and Hold Your Own Key (HYOK),where the organization retains independent custody of keys entirely outside the provider’s environment.

For regulated organizations with strict sovereignty requirements,BYOK may not provide sufficient protection if a foreign legal authority can compel the provider to surrender key access under some circumstances.

3. Operational Sovereignty

This covers who operates the environment and from where,including whether support personnel or third-party vendors are subject to foreign jurisdiction.

4. Jurisdictional Sovereignty

This final pillar establishes the legal framework under which services are delivered and whether there are explicit protections against extraterritorial access,such as the cross-border situations discussed in the U.S. CLOUD Act.

Each of these pillars is essential to maintain compliance. A strong data locality posture with weak operational controls can allow unexamined risk.

Where Digital Sovereignty Programs Break Down

My experiences in the field have revealed a recurring pattern: When sovereignty becomes a technical conversation,it gets too narrow,too quickly. Workshops zoom in on where data lives,teams get to work on that one question,and then they move on,leaving the other three pillars largely unexamined.

Structural problems also come into play. Digital sovereignty needs to be treated as an ongoing program with legal,technical,and operational stakeholders,not as an IT project that gets checked off as complete.

Organizations can also be led astray by a few myths. One,as we’ve discussed,is the impression that sovereignty equals residency.

Then there’s the myth of absolute sovereignty,the idea that you can achieve complete independence from all external jurisdictions and dependencies. In practice,sovereignty always involves tradeoffs between control,cost,technological velocity,and the ability to innovate.

The goal should be to strike the right balance between independence from foreign jurisdictions and the requirements of your business. It’s also important to understand that sovereignty isn’t a product you can buy,but a risk posture built from architecture,operations,contracts,certifications,and continuous auditability.

Resilience Belongs Inside the Sovereignty Boundary

Operational sovereignty is thehardest pillar to audit and the one most commonly underestimated. If your environment needed access for routine maintenance tonight,who would perform it,from which country,and under which legal jurisdiction?

Most organizations,when they work through that question for the first time,find at least one support pathway that crosses a jurisdiction boundary they hadn’t mapped.

This gap becomes most consequential during recovery. Most sovereignty programs govern primary data environments but treat backup infrastructure,restoration sequencing,and recovery point management under a separate – and often weaker – set of controls. When an incident occurs,recovery personnel may not meet jurisdictional requirements,and the sovereign architecture designed to protect data can actively complicate restoration if resilience wasn’t designed in from the start.

Commvault’s resilience operations model,ResOps™,addresses this need directly by framing recovery as an ongoing operational discipline that needs to be designed,tested,and validated inside the same sovereignty boundary as the data it protects.

Minimum Viable Sovereignty: The Right Level of Control,Not the Maximum

An absolutist approach to digital sovereignty can tax resources while unnecessarily restricting a company’s ability to meet its business goals.

A payroll system,a customer transaction database,and an internal HR tool don’t carry the same sovereignty obligations. Taking a binary approach to compliance can lead to either under-investing where it matters or over-investing beyond what’s actually required.

Minimum viable sovereignty sets a more practical target: the right controls,consistently enforced and continuously demonstrated,calibrated to what each workload actually requires across all four pillars.

Organizations have a broad range of options for how sovereign controls are delivered across their environment,each providing different controls.

How Commvault Is Addressing the Digital Sovereignty Issue

Commvault’s Geo Shield framework is designed to help organizations navigate that spectrum. Rather than offering a single sovereign SKU,Geo Shield maps to the full spectrum of deployment models:

  • Regional sovereign cloud services delivered as SaaS
  • Hyperscaler sovereign-launch partnerships
  • Partner-operated national sovereign offerings built with local service providers
  • Fully customer-controlled private sovereign environments qualifying under frameworks likede FedRAMP High.

In this way,organizations can achieve a digital sovereignty posture that holds up in real-world conditions – even when an incident occurs.

Watch the Full Webinar and Get the Readiness Report

In the full webinar,available on demand,you’ll discover:

  • Why digital sovereignty is more than a technology solution.
  • The role of architecture and operations in sovereignty strategy.
  • How governance,contracts,and auditability impact resilience.
  • Why sovereignty must hold up during cyber incidents and outages.
  • The importance of a holistic,risk-based approach to sovereignty.

Ver el seminario weband get the fullLa soberanía digital,al descubiertoreadiness report and companion framework.

Preguntas frecuentes

Q: What is the difference between data residency and digital sovereignty?

A: Data residency addresses where data is physically stored. Digital sovereignty is broader: it addresses who can access data,under what legal authority,through which operational pathways,and whether it can be recovered cleanly under real conditions.

An organization can have data residing in the right country while remaining exposed to foreign jurisdiction through its support personnel,vendor access agreements,or backup infrastructure. Residency is the starting condition; sovereignty is the full posture built on top of it.

Q: What is the EU Cloud Sovereignty Framework,and why does it matter?

A: TheEU Cloud Sovereignty Frameworkis a structured assessment tool developed by the European Commission to evaluate cloud and technology providers against sovereignty criteria during procurement processes.

It defines eight sovereignty objectives,with assurance levels ranging from zero to four for each. Only one of the eight objectives addresses data location; the rest cover operational controls,key custody,jurisdictional exposure,and recovery.

The framework represents the most comprehensive public framework for evaluating sovereignty posture and is increasingly being used as a reference by other regions and procurement bodies beyond the EU.

Q: What is the difference between BYOK and HYOK,and why does it matter for sovereignty?

A: Bring Your Own Key (BYOK) allows an organization to supply its own encryption keys,but those keys are typically managed within the provider’s platform. Hold Your Own Key (HYOK) means the organization retains independent custody of keys entirely outside the provider’s environment,including under crisis conditions or legal compulsion.

For regulated organizations with strict sovereignty requirements,BYOK may not provide sufficient protection if a foreign legal authority can compel the provider to surrender key access. The U.S. CLOUD Act,for example,can reach providers operating under U.S. jurisdiction regardless of where data is physically stored.

HYOK addresses that exposure directly,though it may require a higher platform tier in SaaS deployments.

Q: Why do most sovereignty strategies overlook operational sovereignty?

A: Operational sovereignty,covering who operates the environment and from where,is the hardest pillar to audit because it requires inventorying support contracts,vendor access agreements,and third-party dependencies across the full operational chain.

Most organizations start sovereignty programs focused on data location and encryption,which are more visible. Operational dependencies tend to surface only when explicitly audited or when an incident forces the question.

As a first step to evaluate operational sovereignty,you should identify every access pathway into your sovereign environment and the legal jurisdiction of each party with that access.

Q: How should organizations think about recovery in the context of sovereignty?

A: Recovery architecture needs to meet the same sovereignty requirements as primary data environments,but it often doesn’t. In most organizations,backup infrastructure,restoration sequencing,and recovery point management are frequently governed by a separate set of controls,or none at all.

During an incident,the personnel authorized to execute recovery may not meet jurisdictional requirements,recovery points may not have been validated as clean and uncompromised,and the sovereign architecture designed to protect data can actively complicate recovery if resilience wasn’t built into the original design. A sovereignty review should always include recovery planning.

Q: What does minimum viable sovereignty mean in practice?

A: Minimum viable sovereignty means identifying the right level of control for each workload,calibrated to actual regulatory obligations,risk tolerance,and operational constraints,rather than applying maximum controls uniformly.

Maximum sovereignty comes with real tradeoffs: technological complexity,operational burden,service limitations,and cost. Organizations that define requirements by workload across the four pillars,map those requirements to deployment models,and build evidence of consistent enforcement are in a far stronger position than those pursuing all-or-nothing approaches.

Q: What role do certifications like C5,SecNumCloud,and ISO 27001 play in a sovereignty strategy?

A: Certifications help provide auditable evidence that controls have been independently verified,an important part of any defensible sovereignty posture. C5 in Germany,SecNumCloud in France,and ISO/IEC 27001each establish baseline requirements that providers must demonstrate through independent audits.

The strongest sovereignty postures treat these certifications as a floor,providing necessary evidence that controls exist,but not a substitute for operational testing under realistic conditions.

Darren Thomson is Vice President and Chief Technology Officer,EMEA,at Commvault. Be sure to catch him in the podcast series, STRIVE.

More related posts


Thumbnail_Blog-Dangerous-Silos-IDC-Resops-2026 (1)

The Importance of Recovery Point Objective (RPO) in Your Business Continuity Plan

Read more about The Importance of Recovery Point Objective (RPO) in Your Business Continuity Plan
Thumbnail_Blog-IDC-Resops-2026

Business Continuity Planning for the Cloud-Native Era

Read more about Business Continuity Planning for the Cloud-Native Era
Thumbnail_Blog-Bringing-Trust-to-CVE-2026

Demystifying SOC 2 Data Protection Requirements

Read more about Demystifying SOC 2 Data Protection Requirements

Puntos Clave

  • Multiple backup tools often create operational dependencies on a small number of specialists, increasing organizational risk.
  • Managing protection across separate consoles, policies, and reporting systems makes it harder to maintain visibility and respond quickly to issues.
  • Consolidation does not have to mean a disruptive rip-and-replace project; many organizations can modernize gradually while retaining existing infrastructure investments.
  • A unified control plane can help simplify policy management, monitoring, auditing, and recovery operations across hybrid environments.
  • Organizations that simplify backup often realize significant cost savings while helping improve operational efficiency and resilience.

You didn’t build a messy environment. You built a functional one.

Each tool in your backup stack solved a real problem when you added it. One handled virtual machines. Another covered cloud workloads. A third came in when the business moved to SaaS. You made smart calls with the budget and the vendors you had. The environment works.

The stack isn’t the problem. It’s the operational model that comes with it.

Today, it’s not uncommon for a data center team managing legacy backup infrastructure to run seven or more separate systems. Seven sets of policies. Seven consoles. Seven renewal cycles.

And, in the background, they also get seven single points of failure: not in the infrastructure, but in the people. Because somewhere in your organization, there are one or two engineers who know how each of these systems behaves. When something breaks at 2 a.m., you know exactly who’s getting the call.

That’s not resilience. That’s dependency masquerading as expertise.

The Dashboard Wall

Here’s a question worth sitting with: How long does it take your team to answer a simple question like “Did last night’s backup run clean across all workloads?”

If the answer involves opening more than one console, you already know the problem. Each tool has its own view of the world. Each one reports on what it protects, in its own format, on its own schedule.

Stitching that picture together – across on-premises systems, cloud workloads, and remote locations – takes time your team doesn’t have and creates gaps that only show up when something goes wrong.

The scripts help. Your team probably wrote them. But scripts that bridge what tools don’t natively share are technical debt with a support contract. They work until they don’t, and when they don’t, the fix requires the person who wrote them.

And if you want to do this across AI-dependent workloads using generated data … let’s just say you increased the degree-of-difficulty factor by 100% or more.

What Consolidation Really Means for Infrastructure Teams

The instinct when you hear “consolidate your backup environment” is to picture a rip-and-replace project with new hardware, new procurement, and a migration that takes six months while landing at the worst possible time.

But that’s not what consolidation has to look like.

The right platform works with the storage already in your rack. It doesn’t require you to throw out contracts you negotiated or hardware you haven’t depreciated. You can start where it makes sense – remote offices, a specific cloud workload, a dataset that’s been a problem – and expand as old contracts run out and budget frees up.

What you get in return is a single control plane. One place to set policy, monitor protection, and answer the auditor’s question. One operating model that works across on-premises, cloud, and hybrid workloads without a script to bridge the gap.

The engineers who were keeping seven dashboards cobbled together through scripts and custom executables start doing something more useful instead.

The Proof Is in the Number

Fortune Brands consolidated its backup environment with Commvault® Cloud and saved $22.7M – a 73% reduction in total cost. NTT-Netmagic reduced costs by $300K annually and cut storage overhead by 35%.

Those aren’t modernization-project numbers. They’re operational-relief numbers. The kind that come from stopping the compounding cost of complexity – not from buying new things.

Real Resilience Doesn’t Need a War Room

If running a recovery drill requires assembling a team of specialists who each know one piece of the environment, that’s not a drill. That’s a liability.

Real resilience means any qualified engineer on your team can execute recovery. It means one set of policies, one control plane, and a recovery process that doesn’t fall apart when the person who built it is on vacation.

Seven dashboards can protect your data. They can’t protect your team from the operational weight of keeping them running.

That’s the case for consolidation. Not a better product. A better way to run what you’ve built.

Want the full picture? Download The Hidden Cost of Seven Tools – a field guide for data center teams who built something worth protecting.

Preguntas frecuentes

Q: Why is managing multiple backup platforms a problem if they’re all working?

A: The challenge isn’t usually whether the tools function individually – it’s the operational burden of managing them together. Multiple consoles, policies, and reporting systems can make visibility, troubleshooting, and recovery more complex than they need to be.

Q: What is one of the biggest risks created by a fragmented backup environment?

A: In many organizations, critical knowledge becomes concentrated in a few individuals who understand how specific systems interact. If those team members are unavailable during an incident, recovery efforts can become slower and more difficult.

Q: Does consolidation mean replacing all existing infrastructure?

A: Not necessarily. Many consolidation initiatives are phased approaches that work alongside existing storage, hardware, and contracts. Teams can modernize gradually based on business priorities, budget cycles, and contract renewals.

Q: How can consolidation improve resilience?

A: A unified platform can help provide consistent policies, centralized visibility, and streamlined recovery processes. This helps enable more team members to confidently execute recovery procedures without relying on specialized knowledge tied to individual tools.

Q: What about vendor lock-in when consolidating to a single platform?

A: Vendor lock-in is a valid consideration. The goal of consolidation should be to help reduce operational complexity while maintaining flexibility through open architectures, broad workload support, and the ability to leverage existing infrastructure investments where possible.

Q: How do organizations measure the value of consolidation?

A: Beyond software costs, organizations often evaluate factors such as administrative overhead, recovery efficiency, storage utilization, training requirements, audit readiness, and the reduction of operational risk. The greatest value frequently comes from simplifying day-to-day operations and improving recovery confidence.

Michael Thelander is Senior Director, Product Marketing, at Commvault.

More related posts


Thumbnail_Blog-Dangerous-Silos-IDC-Resops-2026 (1)

The Importance of Recovery Point Objective (RPO) in Your Business Continuity Plan

Read more about The Importance of Recovery Point Objective (RPO) in Your Business Continuity Plan
Thumbnail_Blog-IDC-Resops-2026

Business Continuity Planning for the Cloud-Native Era

Read more about Business Continuity Planning for the Cloud-Native Era
Thumbnail_Blog-Bringing-Trust-to-CVE-2026

Demystifying SOC 2 Data Protection Requirements

Read more about Demystifying SOC 2 Data Protection Requirements

De la detección a la Recovery: ¿qué requiere una arquitectura moderna de ciberresiliencia?

La ciberresiliencia moderna ayuda a las organizaciones a restablecer operaciones fiables tras un incidente mediante procesos de Recovery validados, entornos aislados y una respuesta coordinada en toda la infraestructura híbrida.

Puntos Clave

Modern cyber resilience focuses on trusted recovery by validating data, isolating restoration, coordinating response, and enabling flexible recovery across hybrid environments.

  • Modern cyber resilience depends on evidence-driven recovery that validates data integrity before restoration, not just backup availability.
  • Traditional disaster recovery models break under ransomware because attackers target backups, extend dwell time, and compromise restore points.
  • A resilience operations (ResOps) model aligns security, IT, and data teams around continuous validation, clean recovery workflows, and measurable readiness.
  • Cyber recovery must integrate with the broader security ecosystem, connecting detection, response, and recovery systems to enable coordinated action and shared visibility during incidents.
  • Cleanroom®, de «Recovery sintética»™, air-gapped backups, and AI-assisted detection work together to help enable trusted, isolated restoration.
  • Workload portability and minimum viable recovery help organizations restore critical business functions first and recover across hybrid environments without platform constraints.

Most organizations can detect cyberattacks. Far fewer can recover cleanly, confidently, and at scale across their entire data estate. Commvault addresses this gap through evidence-driven recovery — combining anomaly detection, Cleanroom, de «Recovery sintética», and the ResOps operating model to help organizations validate, isolate, and restore trusted operations even under active adversarial conditions.

Why Do Traditional Recovery Models Fail Against Modern Cyberattacks?

241 days. That’s how long the average breach lifecycle is, according to IBM’s Cost of a Data Breach Report 2025. La fase dereport also showed that 76% of organizations still took more than 100 days to fully recover from a breach, giving attackers ample time to compromise backup systems and recovery points.

Legacy disaster recovery strategies were designed for outages and hardware failures, not adversarial attacks. They assumed backups could be trusted by default – an assumption that no longer holds.

Cyberattacks are no longer isolated security events. They are enterprise-wide disruptions that expose how well teams can respond and recover amid fragmented tools, signals, and decision-making.

Attackers move patiently and deliberately. By the time encryption or destruction occurs, multiple restore points may already be unsafe.

Today’s ransomware and cyberattacks follow a playbook that can look like this:

  • Extended dwell time: Adversaries may remain in the environment for weeks or months, during which they modify files, insert dormant malware, steal credentials, and corrupt backup repositories.
  • Backup targeting: Attackers now can actively delete snapshots, disable backup jobs, exfiltrate recovery keys, and alter stored data.

By the time encryption occurs, multiple restore points could be compromised.

La fase deIDC MarketScape: Worldwide Cyber-Recovery 2025 Vendor Assessmenthighlights that modern recovery must enable both data survival and integrity, especially when attackers target protection layers directly.

These conditions expose systemic gaps. Security and recovery teams often operate independently, creating delays in decision-making. Backup systems lack built-in validation, leaving teams uncertain about what is safe to restore. Recovery environments may not be isolated, increasing the risk of reinfection.

Closing these gaps is fundamental to modern cyber resilience. A unified approach that brings together anomaly and threat detection, data protection, AI-assisted insights, and recovery validation is key.


¿Por qué la recuperación cibernética basada en pruebas es el camino a seguir?

Recovery based on proof replaces restoration based on assumptions with continuous verification of data health. Instead of assuming that backups are inherently safe, organizations evaluate signals across the entire data lifecycle to determine which recovery points are reliable.

“Can we restore?” is not the right question.

Organizations must ask: “Can we restore clean, validated systems under adversarial conditions?”

Las plataformas modernas de resiliencia, comoCommvault Cloudrealizan inspecciones en varias fases. Antes de la protección, el análisis de comportamiento y la inteligencia sobre amenazas ayudan a identificar actividades sospechosas en las cargas de trabajo en producción.

Posteriormente, durante las operaciones de copia de seguridad,la detección de anomalíasanaliza los cambios de entropía, las modificaciones inusuales en los archivos y los indicadores de amenazas conocidos para ayudar a identificar posibles contaminaciones. A continuación, una vez almacenados los datos, el análisis continuo ayuda a descubrir amenazas latentes o retardadas que, de otro modo, podrían pasar desapercibidas.

Los análisis asistidos por IA son esenciales a esta escala. Ayudan a correlacionar señales a lo largo del tiempo, a poner de manifiesto riesgos de alta fiabilidad y a reducir la carga de trabajo que supone la investigación manual. Es importante destacar que estas capacidades deben funcionar antes de la copia de seguridad, durante la misma y, por último, durante la Recovery.

Este enfoque por capas crea un rastro de pruebas que ayuda a tomar decisiones de Recovery con mucha mayor precisión.


¿Qué es ResOps para la recuperación cibernética?

A medida que la recuperación cibernética se vuelve más compleja y sensible en materia de seguridad, no basta con limitarse a adquirir herramientas. Las organizaciones necesitan una disciplina operativa repetible que alinee a los equipos de seguridad, TI y protección de datos en torno a un objetivo común.

Esta es la base delas operaciones de resiliencia (ResOps). ResOps aborda la recuperación como una capacidad operativa continua y cuantificable, en lugar de como un evento puntual. Hace hincapié en la inteligencia compartida, las rutas de recuperación validadas y la Readiness contrastada. Entre sus capacidades clave se incluyen las siguientes:

  • Visibilidad continua mediante la detección de anomalías a lo largo de todo el ciclo de vida de los datos.
  • Detección de amenazas asistida por IA, inteligencia sobre amenazas y alertas tempranas basadas en técnicas de engaño.
  • Restauración de datos limpios.
  • Entornos aislados «air-gapped» bajo demanda para validar las rutas de Recovery.
  • Pruebas y mejoras repetibles.

Un elemento fundamental de ResOps es la integración con el ecosistema de seguridad más amplio. Las arquitecturas modernas se conectan con la gestión de información y eventos de seguridad (SIEM); la orquestación, automatización y respuesta de seguridad (SOAR); la detección y respuesta ampliadas (XDR); los puntos finales; y las plataformas de identidad para facilitar una respuesta coordinada.

La orquestación impulsada por SOAR resulta especialmente importante durante los incidentes activos. Los manuales de procedimientos automatizados ayudan a garantizar una ejecución coherente, reducen los errores manuales y aceleran la toma de decisiones entre los equipos.

La adopción del modelo ResOps pone de relieve un cambio fundamental en la ciberresiliencia, al convertir un proceso tradicionalmente fragmentado en una capacidad de ingeniería altamente repetible.


¿Cómo permite la validación limpia una Recovery segura?

Restaurar copias de seguridad no es tan sencillo como parece. Realizar restauraciones de forma precipitada puede reintroducir malware en los entornos de producción. Cada punto de restauración debe considerarse potencialmente sospechoso hasta que se demuestre lo contrario.

La necesidad de garantizar la limpieza de los datos restaurados ha dado lugar a procesos de validación comoCleanroomyde «Recovery sintética».

Cleanroom helps deliver a fast, on-demand, cloud-based recovery environment for testing, cyber forensics,yrecovery staging. This can be practiced by using automated runbooksypre-configured systems to safely validate workloads before returning them to production.

Como complemento,Air Gap Protectayuda a proporcionar copias de seguridad inmutables que se almacenan separadas del entorno de producción, lo que contribuye a evitar que los atacantes alteren o eliminen datos críticos de Recovery.

AI-assisted de «Recovery sintética» extends this validation. It leverages malwareyencryption detection to create a curated, composite recovery point that combines the most recent clean version of files across all backups into a single recovery point. This helps reduce the amount of data roll-back or the discarding of good data when performing a recovery.

En conjunto, estos mecanismos contribuyen a transformar la Recovery de un proceso basado en el «mejor esfuerzo» en una solución respaldada por pruebas.

¿Por qué es fundamental la portabilidad de las cargas de trabajo para los marcos de ciberresiliencia?

Los entornos empresariales abarcan actualmente la infraestructura local, múltiples nubes públicas, plataformas de contenedores y ecosistemas SaaS. Las arquitecturas de recuperación cibernética deben reflejar esta realidad. Los modelos de recuperación rígidos pueden generar fricciones y retrasos, lo que dificulta una recuperación fluida y pone en peligro la seguridad de los datos de copia de seguridad.

Any-to-any portability is essential for cyber resilience. 

Recovery «de cualquier lugar a cualquier lugar» a escala empresarial significa que las empresas tienen la flexibilidad de:

  • Restaurar cargas de trabajo en infraestructuras heterogéneas.
  • Migrar entre proveedores de nube cuando sea necesario.
  • Hacer frente a situaciones en las que haya que reconstruir todo desde cero cuando los entornos se vean totalmente comprometidos.
  • Admitir diversas migraciones de hipervisores y plataformas de almacenamiento.

La portabilidad contribuye a que las decisiones de Recovery se basen en las prioridades empresariales, en lugar de en las limitaciones de la plataforma. Además, ayuda a reducir el bloqueo de la infraestructura durante incidentes a gran escala.


¿Cómo orienta la Recovery mínima viable la continuidad del negocio?

When a major cyber incident occurs, attempting to restore everything at once often creates unnecessary delays and complexity. During such scenarios, beginning with an organization’s sistemas mínimos viablesde la organización y avanzar hacia la Recovery total del negocio.

Este enfoque da prioridad a los sistemas y datos necesarios para restablecer primero las operaciones empresariales fundamentales. La secuencia de Recovery se ajusta al impacto en el negocio, en lugar de a la topología de la infraestructura. Entre los elementos clave de esta práctica se incluyen un alto nivel de concienciación sobre las dependencias, objetivos de Recovery por niveles, manuales de procedimientos automatizados y pruebas y perfeccionamiento continuos.

The minimum viable recoveryprovides numerous advantages:

  • Una recuperación segura y fiable de las partes más críticas del negocio.
  • Un retorno mucho más rápido a las operaciones empresariales continuas.
  • Rápida recuperación de los sistemas de identidad, las aplicaciones de comunicaciones críticas y los datos esenciales.

The minimum viable recovery helps accelerate time to business continuity. It helps enable organizations to regain operational capability quickly, even if full restoration takes longer. This process also aligns directly with the ResOps philosophy of measurable readiness.

Conclusión: cómo integrar todos los aspectos de la ciberresiliencia

Present-day cyber resilience is not defined by an organization’s capability to create backups. It is defined by how confidently it can restore trusted operations under real adversarial pressure. It demands an architecture that helps continuously connect detection, validation, isolation, and orchestration.

En una arquitectura madura, estas capacidades se refuerzan mutuamente en tiempo real. Las señales de detección contribuyen a reforzar la confianza enCleanpoint™ confidence. Validation workflows continuously test recoverability. Cleanroom environments help provide a controlled proving ground before production cutover. Orchestrated runbooks help align technical recovery with business priorities. When these elements operate together under a ResOps model, they help provide organizations measurable confidence in their ability to recover.

A medida que las ciberamenazas siguen evolucionando, la ventaja decisiva no será la rapidez con la que se puedan restaurar los sistemas, sino la fiabilidad con la que se puedan restablecer operaciones limpias y fiables a gran escala.

Preguntas frecuentes

¿Por qué las estrategias tradicionales de copia de seguridad ya no son suficientes para la ciberresiliencia?

La recuperación ante desastres tradicional se diseñó para cortes de servicio y fallos de hardware, no para ataques maliciosos. El ransomware moderno ataca los repositorios de copias de seguridad, corrompe los puntos de restauración y desactiva los sistemas de protección. Commvault aborda este problema combinando Air Gap Protect, la detección de anomalías y Cleanroom Recovery para validar y aislar los puntos de restauración antes de devolver los datos al entorno de producción.

¿Qué es la Recovery basada en pruebas y por qué es importante?

Evidence-driven recovery uses anomaly detection, threat intelligence, and validation workflows to confirm restore points are clean before deployment. Commvault Cloud implements this through continuous inspection before, during, and after backup — helping surface contamination early and enabling faster, more confident restoration under adversarial conditions.

¿Qué es ResOps y cómo mejora la recuperación cibernética?

ResOps es un modelo operativo que aborda la recuperación como una disciplina continua y cuantificable, en lugar de como un evento puntual. Commvault respalda ResOps al integrar la detección de anomalías, las rutas de recuperación validadas y las pruebas basadas en «Cleanroom» en un flujo de trabajo compartido que coordina a los equipos de seguridad, TI y protección de datos en torno a un nivel de Readiness cuantificable.

¿Cómo contribuyen la Cleanroom Recovery y la Recovery sintética a una restauración segura?

Cleanroom Recovery proporciona un entorno aislado en el que se pueden probar y validar las cargas de trabajo antes de volver a producción. La Recovery sintética utiliza la detección asistida por IA para ayudar a reunir las versiones limpias más recientes de los archivos en un punto de recuperación verificado. Juntas, ayudan a evitar la reintroducción de malware durante la restauración.

¿Por qué es importante la portabilidad de las cargas de trabajo durante un ciberincidente?

In hybrid and multi-cloud environments, organizations need the flexibility to restore workloads across different platforms. Commvault’s any-to-any portability capability allows recovery across heterogeneous infrastructure, cloud migration between providers, and rebuild-from-scratch scenarios — helping ensure recovery decisions are driven by business priorities rather than platform constraints.

¿Qué es la Recovery mínima viable y cómo contribuye a la continuidad del negocio?

Minimum viable recovery prioritizes restoring the most critical systems required to resume core business operations. Commvault supports this through tiered recovery sequencing aligned to business impact — using automated runbooks and continuous testing to help organizations restore identity systems, critical applications, and essential data before completing a full rebuild.

Explora recursos relacionados

Commvault’s Complete Cloud Platform

Plataforma

Cleanroom

Descubra cómo el entorno de recuperación en la nube aislado y bajo demanda de Commvault permite realizar pruebas seguras de cargas de trabajo, análisis forenses y validación de la producción tras un ciberataque.
Descubre las capacidades deabout Cleanroom
MarketScape de IDC

Líder en el IDC MarketScape para la ciberrecuperación a nivel mundial

Commvault ha sido reconocido como líder por la amplitud de su oferta de recuperación cibernética, la integración en el ecosistema y sus capacidades específicas de formación en resiliencia cibernética.
Lea la evaluación sobreabout Líder en el IDC MarketScape para la ciberrecuperación a nivel mundial

Puntos Clave

  • La presión normativa, las expectativas de la junta directiva y los conflictos del día a día están acelerando el cambio de un gasto centrado en la prevención hacia resultados que mejoren la resiliencia.
  • La arquitectura de la resiliencia se ha vuelto mucho más compleja, sobre todo ahora que los sistemas de IUnplantean nuevos retos en cuanto al linaje de los datos y su recuperación.
  • La ciberresiliencia debe ir más allá de la recuperación ante desastres tradicional y considerar las interrupciones como una situación operativa habitual, en lugar de como un suceso excepcional.
  • Resilience operations (ResOps™) provides an operating model for making resilience continuous, cross-functional, and demonstrable under actual conditions.
  • Lo más complicado de la transición a ResOps es la parte organizativa. La fragmentación de responsabilidades y las prioridades desalineadas siguen siendo las causas más comunes de fracaso.

Disruptions have become business as usual. Over the past year alone, we’ve seen:

Cuando el entorno operativo es intrínsecamente incierto, los CISO y los CIO tienen que replantearse su enfoque respecto a la continuidad del negocio.En un seminario web reciente, David Nowak, principal at Deloitte’s Cyber Risk Service; Kent Meyer, managing director at Deloitte; and Shilpi Handa, IDC’s associate research director for cybersecurity in the METUnregion, joined me to discuss what operational resilience actually demands in strategy, in architecture, and in day-to-day operations.

Sneak Peek: It’s No Longer a Matter of If, but When

In this clip from the webinar, you’ll hear why outages are no longer just IT events – they are business events. Boards and regulators are now shifting focus from if an outage occurs to how quickly organizations can recover.

Why Disaster Recovery Isn’t Enough

Per NIST’s definition, la ciberresiliencia va más allá de la seguridad tradicional, by assuming breaches will happen and focusing on survival and rapid recovery, not just prevention. This assume-breach framing has been part of zero trust for years, but how many organizations are actually putting its implications into practice?

Backup operations focus on whether data has been copied, and disaster recovery on whether systems can be restored, but true resilience demands that you answer a much harder question: Can these services be restored end to end, under stress, and continuously?

We’re seeing this mindset take hold across all sectors, driven by a combination of regulatory pressure and board-level expectations.

  • In Europe, the EU’s Digital Operational Resilience Act (DORA) now mandates specific resilience outcomes and recovery timelines.
  • Las normas de la Corporación Norteamericana para la Fiabilidad Eléctrica (NERC) sobre la protección de infraestructuras críticas también se están revisando desde la perspectiva de la resiliencia.
  • Los requisitos de notificación de infracciones de la Comisión de Valores y Bolsa (SEC) han puesto el foco no solo en la divulgación de información, sino también en las medidas que están tomando las organizaciones para recuperarse.

Ahora, los consejos de administración consideran cualquier interrupción del servicio como un incidente que perjudica al negocio, y lo que se espera ya no es solo demostrar que la recuperación es posible, sino que se puede llevar a cabo rápidamente y con un alto grado de fiabilidad.
Un estudio de IDC realizado por Handa pone de manifiesto cómo las operaciones de recuperación tradicionales pueden quedarse cortas. Tras el estallido de la guerra en Oriente Medio, descubrió que los CIO y los CISO tenían dificultades para garantizar la continuidad no solo de la tecnología, sino también del personal y los procesos, ya que los empleados se veían obligados a trasladarse de la noche a la mañana y las oficinas quedaban inaccesibles, sin que quedara nadie para llevar a cabo la conmutación manual por fallo. Y este es solo uno de los innumerables escenarios impredecibles que las organizaciones deben tener en cuenta.

Crear una arquitectura de resiliencia

Unresilience strategy encompasses both what you protect and whether you can recover it. On the former count, the scope of what needs to be protected has expanded steadily, including identity systems, communication platforms, workloads, productivity tools, CI/CD pipelines, and structured and unstructured data.
The latter point – “whether you can recover it” – creates the new requirements for that strategy. It’s not enough to capture point-in-time snapshots and define traditional recovery objectives. As adversaries target backup infrastructure, organizations must now examine recovered data and confirm that it’s free of compromise before bringing it back online. Isolated recovery environments, air-gap protection for critical services, and cleanroom capabilities have become essential components of resilience architecture.
AI introduces a new layer of difficulty. To recover an AI model, you’ll need not just a backup of the model file itself, but everything that went into creating it. This includes its datasets, hyperparameters, framework versions, feature engineering, and infrastructure configurations, as well as a complete dependency map showing how it all fits together.
Meyer frames cyber resilience solutions as a way to democratize disaster recovery. Whereas traditional disaster recovery was siloed inside IT and accessible only to specialists, newer platforms can give security operations teams, business owners, and operations staff the visibility they need to engage.
That matters for organizations with constrained resources, and it changes what’s possible in terms of moving from tabletop exercises to real, demonstrable restores.

ResOps: el modelo operativo para una resiliencia sostenible

ResOps treats resilience as a continuous function, not just something that happens in response to an incident.
In simple terms, it’s about operationalizing resilience when normal operating assumptions no longer hold. Instead of taking for granted that your backups will be available, clean, and restorable when disaster strikes, with ResOps you’re continually discovering where data lives, protecting and capturing it across on-premises and cloud environments, detecting anomalies, recovering to a trusted state, and restoring workloads that have been fully validated. That way, you’re increasingly ready for a disruption, and more confident that you’ll be able to get through it successfully.
Nowak offers a phrase that captures the essence of ResOps: resilient by design. It’s the successor to the secure-by-design principle that shaped the last generation of security architecture. Beyond building systems that resist compromise, we’re now building systems that can continue functioning when compromise occurs.

El lado humano de ResOps

Adopting ResOps is at least as much about people and process as it is about technology. As Handa notes, organizations don’t typically fail because they lack the right tools; they fail because ownership is fragmented across too many roles, with no shared operating rhythm and no clear decision rights when things go wrong.
ResOps forces organizations to answer questions many haven’t yet worked through, such as:

  • ¿Quién tiene la autoridad para restablecer los servicios si el equipo principal no está disponible?
  • ¿Cómo deberían estructurarse los manuales de ejecución remota?
  • How will cross-regional failover work when it can’t depend on a single location?

In that sense, ResOps is less about restoring systems and more about enabling the continuity of decision-making, execution, and accountability under disruption.
To this end, many organizations have created a chief resilience officer title, particularly in state and local government. Whether filled by the CISO, the CIO, or someone new, the emergence of this role reflects broad accountability beyond IT. It requires an owner with the cross-functional authority and communication skills to bring business leaders, security teams, and operations staff into a shared operating rhythm.
The role also includes translating the case for resilience into terms that resonate across stakeholders, including monetary impact for the board, operational continuity for practitioners, and regulatory compliance for GRC teams. The goal is a decision-rights framework that’s been tested in simulations before it’s needed in an incident.

Ponlo todo en práctica

Commvault ayuda a las organizaciones a poner en práctica las operaciones de resiliencia (ResOps), desde la identificación y protección de datos en cloud locales y cloud , hasta la detección de anomalías, la recuperación a un estado limpio y la restauración de cargas de trabajo validadas. Para las organizaciones que están pasando de los ejercicios teóricos a las restauraciones reales, estas son las capacidades que ayudan a que la resiliencia sea una realidad en tiempos de incertidumbre.
Los recursos de la sesión, como el estudio de IDC sobre la preparación de los directores de sistemas de información y los materiales de Deloitte sobre la recuperación basada en datos, están disponibles en lapágina de contenido bajo demanda.

Preguntas frecuentes

Q: What is cyber resilience and how is it different from disaster recovery?

A: Disaster recovery focuses on restoring systems and data after an incident. Cyber resilience is a broader, more active posture: It assumes disruptions will occur and asks whether services can be restored end to end, under stress, on a regular basis. Many organizations have strong disaster recovery plans that nevertheless leave them exposed when a real incident unfolds under unexpected conditions.

Q: What’s driving organizations to prioritize resilience over prevention?

A: Regulatory frameworks like DORUnand evolving NERC standards now mandate specific resilience outcomes, not just security controls. As a result, boards are focusing on recovery timelines as a business metric.

Q: What makes AI systems harder to back up and recover than traditional data?

A: Backing up an AI model means capturing more than the model file itself. Unmodel is the product of a specific training process involving datasets, hyperparameters, framework versions, and infrastructure configurations. Without that full context, recovery may produce something that can’t be trusted or reproduced.

Q: What is ResOps, and how does it differ from a traditional resilience program?

A: ResOps is an operating model that treats resilience as a continuous, cross-functional discipline rather than a contingency plan. Where traditional programs tend to be siloed in IT and activated after an incident, ResOps brings together security, operations, business owners, and leadership around shared playbooks, clear decision rights, and ongoing validation of recovery readiness.

Q: What are the biggest obstacles to adopting ResOps at scale?

A: The challenges are organizational, including fragmented ownership, misaligned priorities, and the absence of a shared operating rhythm. ResOps requires agreement – before an incident occurs – between security operations teams, business owners, and operations staff on what’s critical, who’s responsible, and how recovery will be validated.

Michael Thelander is Senior Director, Product Marketing at Commvault.

More related posts


Thumbnail_Blog-Dangerous-Silos-IDC-Resops-2026 (1)

The Importance of Recovery Point Objective (RPO) in Your Business Continuity Plan

Read more about The Importance of Recovery Point Objective (RPO) in Your Business Continuity Plan
Thumbnail_Blog-IDC-Resops-2026

Business Continuity Planning for the Cloud-Native Era

Read more about Business Continuity Planning for the Cloud-Native Era
Thumbnail_Blog-Bringing-Trust-to-CVE-2026

Demystifying SOC 2 Data Protection Requirements

Read more about Demystifying SOC 2 Data Protection Requirements

Puntos Clave

  • Commvault AirGap es inmutable por diseño, y ofrece funciones de bloqueo WORM para aquellas organizaciones que tengan requisitos normativos y de cumplimiento adicionales.
  • Claims that AirGap backups are not truly immutable are inaccurate and do not reflect the platform’s documented capabilities.
  • El almacenamiento con tecnología WORM supone una carga adicional para todo el sector, pero Commvault ayuda a minimizar ese impacto gracias a una gestión eficiente de los datos y a una arquitectura cloud.
  • El coste del backup va más allá del consumo de capacidad y debería incluir los gastos de infraestructura, recursos informáticos y gastos operativos.
  • Las empresas deberían comprobar backup mediante pruebas en condiciones reales, en lugar de fiarse de las afirmaciones de marketing de los proveedores.

Quizá haya visto recientemente algunas afirmaciones de un competidor en las que se sugiere queCommvault AirGap (previously called Commvault Air Gap Protect) contains a critical security gap – that backups are not truly immutable, or that enabling WORM (Write Once, Read Many) lock results in two to three times higher storage costs.
Let us address this directly: These claims are inaccurate.

Compatibilidad con bloqueos inmutables y WORM en AirGap

AirGap is immutable by design, meaning that once data is written, it cannot be altered – a foundational capability that has been part of the platform since its initial release.
For organizations with regulatory or compliance requirements, Commvault also supports WORM lock capabilities in addition to immutability. These protections are available across  supported cloud storage targets, including:

  • Amazon S3 Object Lock
  • Microsoft Azure Blob immutability policies

These features are documented, rigorously tested, and actively used by customers in production environments today.
In our latest platform release, we further expanded WORM lock support within AirGap. This enhancement extends protection across both cloud and on-premises storage environments, delivering broader and more comprehensive coverage than many competing solutions.

Eficiencia en el almacenamiento: cómo ver el panorama completo

Across the industry, one fact remains consistent: WORM-enabled storage introduces some degree of overhead. Because WORM-locked data cannot be modified after it is written, systems have limited ability to optimize or reduce stored data over time. This is not unique to Commvault – it applies universally across vendors.
What differentiates Commvault is how efficiently this challenge is managed. Our platform helps support native cloud immutability (including S3 Object Lock and Azure immutability policies) and maintain an efficient storage overhead.
However, total cost of ownership (TCO) extends beyond storage overhead alone. Architectures that rely on always-on virtual appliances can introduce ongoing compute costs and operational complexity that compound over time.
By contrast, modern, cloud-native approaches prioritize:

  • Gestión eficiente de los datos.
  • Modelos de implementación flexibles.
  • Eliminación de las dependencias persistentes de infraestructura.

These design principles can result in more predictable, scalable, and sustainable long-term costs.
Presenting this as a choice between insecure backups and excessive storage costs is misleading. It is a false dichotomy that should prompt careful evaluation of vendors making such claims.

Una tendencia al alza entre los clientes

Se observa una tendencia clara: cada vez más organizaciones se pasan a Commvault tras decidir no renovar con sus proveedores anteriores. Entre los motivos más habituales se pueden mencionar:

  • Limitaciones inesperadas a medida que los entornos crecen.
  • Limitaciones de rendimiento relacionadas con las arquitecturas basadas en dispositivos.
  • El aumento de los costes de infraestructura y operativos.
  • Las tarifas de renovación son bastante más altas que las de la compra inicial.

These challenges are not isolated – they reflect a broader trend in the market. Customers are seeking solutions that offer flexibility, transparency, and long-term value, without hidden trade-offs.

Ir al grano

In a market often shaped by aggressive claims and unclear comparisons, objective validation can be  critical. That is why we created the Get Real Challenge – a structured, no-cost assessment that enables you to evaluate backup and recovery solutions in a meaningful way.
Through this program, you can:

  • Simula situaciones reales de ciberataques.
  • Prueba las capacidades de recuperación utilizando tus propios datos y tu propio entorno.
  • Evaluate performance without vendor bias or staged demonstrations.

The result is a clear, evidence-based understanding of your organization’s resilience posture. If you want to determine how your backups would perform under real-world conditions, we would be happy to help you get started. Drop us an email at global-sdr@commvault.com.

Preguntas frecuentes

Q: Is Commvault AirGap truly immutable?

A: AirGap is immutable by design, meaning backup data cannot be altered after it is written. This capability has been a core part of the platform since its initial release.

Q: Does AirGap support WORM lock protection?

A: AirGap helps support WORM lock capabilities across supported cloud storage platforms, including Amazon S3 Object Lock and Microsoft Azure Blob immutability policies. Recent enhancements also have helped expand protection across cloud and on-premises environments.

Q: Does enabling WORM lock significantly increase storage costs?

A: WORM-enabled storage creates some level of overhead regardless of the vendor because protected data cannot be modified after it is written. The more important question is how efficiently a platform manages that overhead and its overall impact on long-term costs.

Q: Why is total cost of ownership more important than storage overhead alone?

A: Storage efficiency is only one part of the equation. Organizations also should consider infrastructure requirements, compute costs, operational complexity, and scalability when evaluating the long-term cost of a backup solution.

Q: Why are some organizations moving away from appliance-based backup architectures?

A: As environments grow, organizations often look for solutions that offer greater flexibility, simpler operations, and more predictable costs. Cloud-native approaches can help eliminate dependencies on always-on infrastructure while enabling organizations to scale more efficiently.

Q: How can organizations validate their cyber resilience strategy?

A: The best way is typically through testing. Running realistic recovery exercises and cyberattack simulations enable organizations to understand how their backups will perform under real-world conditions and help identify gaps before an actual incident occurs.

Kash Ansari is Chief Customer Officer Americas at Commvault.

More related posts


Thumbnail_Blog-Dangerous-Silos-IDC-Resops-2026 (1)

The Importance of Recovery Point Objective (RPO) in Your Business Continuity Plan

Read more about The Importance of Recovery Point Objective (RPO) in Your Business Continuity Plan
Thumbnail_Blog-IDC-Resops-2026

Business Continuity Planning for the Cloud-Native Era

Read more about Business Continuity Planning for the Cloud-Native Era
Thumbnail_Blog-Bringing-Trust-to-CVE-2026

Demystifying SOC 2 Data Protection Requirements

Read more about Demystifying SOC 2 Data Protection Requirements

Over the past few years, I’ve had more conversations about AI than I can count.
Some are focused on potential. Some are focused on risk. Very few are grounded in how AI actually shows up in day-to-day operations.
That’s why I’m writing about an episode of STRIVE I recorded with Ravit Jain, founder and host of “The Ravit Show.”

We didn’t spend time on hype. We didn’t speculate about the future. We focused on what’s happening right now – and what changes when conversational AI is layered on top of unified resilience.
Watch the episodio completo.

Puntos clave: ¿Qué significa realmente este cambio?

  • Conversational AI helps lower the barrier to cyber intelligence. Leaders can ask complex questions in plain language and get actionable answers.
  • Unified resilience helps reduce fragmentation. Bringing recovery, security, and governance together can change how quickly organizations respond.
  • Trust is the deciding factor in AI adoption. Without transparency and control, AI doesn’t move beyond experimentation.
  • Clean data matters more than speed alone. Recovery isn’t just about getting systems back – it’s about getting back to a trusted state.
  • AI doesn’t replace expertise. It amplifies it by helping to remove friction and accelerate understanding.

De los paneles de control al diálogo

For years, cybersecurity platforms have relied on dashboards, charts, alerts, and reports. And for technical teams, those tools work. But most leaders don’t think in dashboards. They think in questions:

  • ¿Estamos en peligro?
  • ¿Cuánto tiempo tardará la recuperación?
  • What’s the impact if something happens right now?

Ravit and I talked about how conversational AI changes that dynamic. Instead of navigating layers of tooling, teams can interact directly with their environment using natural language. That fundamentally changes who can engage with cyber resilience – and how quickly decisions can be made.

Avance: Cómo hacer que la ciberresiliencia sea más accesible

Catch a sneak peek of the episodio completo where we explore how conversational AI shifts cybersecurity from something you interpret to something with which you can directly interact.

La confianza lo cambia todo

One theme kept coming up throughout our discussion: trust. It’s easy to build an interface that answers questions. It’s much harder to build one that leaders trust in a real incident.
Trust comes down to a few things:

  • Integridad de los datos
  • Control de acceso
  • Transparencia
  • Gobernanza
  • Coherencia a lo largo del tiempo

If an executive asks a question about recovery posture, the answer has to be right. It has to be explainable. And it has to be grounded in data that hasn’t been compromised. Without that foundation, conversational AI is interesting, but not operational. With it, it becomes something teams rely on.

¿Por qué es importante la unificación?

Otro aspecto que me llamó la atención de nuestra conversación fue la gran complejidad que sigue existiendo en la mayoría de los entornos:

  • Diferentes herramientas para backup.
  • Diferentes sistemas de seguridad.
  • Diferentes procesos de gobernanza.
  • Todos funcionan de forma independiente.

That fragmentation slows everything down – especially during an incident.
Unified resilience helps change that by bringing those pieces together into a single operational layer. When conversational AI sits on top of that layer, you’re not querying isolated systems anymore. You’re interacting with a connected view of your entire environment. That’s where things can start to move faster and clarity improves. And that’s where recovery decisions become more confident.

This Isn’t About Replacing People

There’s always a question that comes up when AI enters the conversation: What happens to the teams?

Ravit addressed this directly. AI isn’t replacing expertise – it’s extending it. Security teams still define policy. Recovery teams still validate outcomes. And leaders still make decisions.
What changes is how quickly they can get to the information they need – and how clearly they can understand it. Because when you’re in the middle of a cyber event, that clarity matters.

Un cambio en la forma de funcionar de las organizaciones

There’s also a cultural shift happening when conversational AI becomes part of the workflow:

  • Las conversaciones sobre seguridad pueden resultar más fáciles de seguir.
  • Pueden participar más partes interesadas.
  • Las decisiones se pueden tomar más rápido.
  • Los silos pueden empezar a desmoronarse.

Instead of cybersecurity being confined to a handful of specialists, it becomes something the broader organization can engage with. To be clear – that doesn’t make it simpler. But it does make it more accessible.

La conclusión más importante de este debate es que la criptografía poscuántica ya no es un reto tecnológico del futuro.

Se está convirtiendo en un debate sobre la resiliencia en el presente.

Las organizaciones no tienen por qué entrar en pánico ni necesitan renovar todos los sistemas de la noche a la mañana. Pero sí deben empezar a actuar, para aprovechar al máximo el tiempo del que disponen para prepararse.

Las organizaciones que superen con éxito esta transición no serán necesariamente aquellas que cuenten con la criptografía más sofisticada. Serán aquellas que hayan empezado a formarse una idea del tema antes de que llegara la certeza.

Y así es, a menudo, como funciona la resiliencia.

In the full STRIVE episode, you’ll discover:

  • Cómo se está utilizando realmente la IA conversacional en el ámbito de la ciberseguridad.
  • Qué hace falta para generar confianza en los sistemas basados en IA.
  • ¿Por qué las plataformas unificadas ayudan a mejorar los resultados de la recuperación?
  • Cómo pueden las organizaciones empezar a plantearse este cambio.

Ver ahora.
If you’re thinking about how AI fits into your resilience strategy, it’s worth the time.

Preguntas frecuentes

Q: What is conversational AI in cybersecurity?

A: Conversational AI allows users to interact with security and recovery systems using natural language, making it easier to access insights without navigating complex tools.

Q: How does conversational AI help improve resilience?

A: Conversational AI helps reduce friction in understanding data, can speed up decision-making, and allows more stakeholders to engage in recovery and security discussions.

Q: Why is trust so important for AI adoption?

A: If teams don’t trust the data, the controls, or the outputs, they won’t rely on AI during critical moments.

Q: What does unified resilience mean?

A: Unified resilience refers to bringing together data protection, security, governance, and recovery into a single, integrated approach, rather than managing them separately.

Q: Does conversational AI replace security teams?

A: No. Conversational AI can help teams work more efficiently by making information easier to access and understand.

Q: Where should organizations start?

A: Focus on data integrity, governance, and unifying visibility across systems before layering in conversational capabilities.

Darren Thomsonis Vice President and Chief Technology Officer, EMEA, at Commvault

More related posts


Thumbnail_Blog-Dangerous-Silos-IDC-Resops-2026 (1)

The Importance of Recovery Point Objective (RPO) in Your Business Continuity Plan

Read more about The Importance of Recovery Point Objective (RPO) in Your Business Continuity Plan
Thumbnail_Blog-IDC-Resops-2026

Business Continuity Planning for the Cloud-Native Era

Read more about Business Continuity Planning for the Cloud-Native Era
Thumbnail_Blog-Bringing-Trust-to-CVE-2026

Demystifying SOC 2 Data Protection Requirements

Read more about Demystifying SOC 2 Data Protection Requirements

Puntos Clave

  • La resiliencia cibernética depende tanto de la tecnología como de la experiencia de los profesionales encargados de proteger y recuperar los sistemas críticos.
  • El aprendizaje continuo ayuda a los equipos de socios a mantenerse al día con las amenazas en constante evolución, los entornos híbridos y las mejores prácticas en materia de resiliencia.
  • La Commvault la la Readiverse Academy ofrece formación específica para cada puesto, talleres prácticos y certificaciones diseñadas para desarrollar habilidades de ciberresiliencia aplicables al mundo real.
  • Los clientes valoran cada vez más a los socios que les ayudan a ofrecer asesoramiento de confianza, acelerar la preparación para la recuperación y maximizar los resultados en materia de resiliencia.
  • Invertir en formación continua ayuda a reforzar las capacidades de los socios, fomenta la confianza de los clientes y contribuye al crecimiento empresarial a largo plazo.

Organizations are facing increasing pressure to defend against sophisticated and ever-changing threats. But they also need to manage complex hybrid environments, enable rapid recovery, and maintain continuous operations. Technology plays a critical role – but it’s not enough on its own.

True resilience depends on the readiness, experience and ongoing development of the professionals designing, implementing and supporting these environments. As resilience operations continues to mature, trusted expertise has become a critical differentiator.

The Growing Importance of Continuous Learning

Cyber resilience environments are constantly evolving – from expanding hybrid infrastructures to increasingly advanced threats and rising recovery expectations.

For partner professionals across sales, consulting, engineering and support, staying current is no longer optional – it’s essential. Continuous learning helps teams:

  • Reforzar los conocimientos especializados en resiliencia cibernética.
  • Gánate la confianza de los clientes en las conversaciones.
  • Mantente al día de las tecnologías en constante evolución y de las mejores prácticas.
  • Prepárate para nuevos puestos y oportunidades.

Whether supporting ransomware readiness, designing recovery strategies or navigating complex data environments, skilled professionals play a critical role in helping maintain resilience and operational continuity.

Building Expertise Across the Partner Ecosystem

At Commvault, we recognize that different partner roles require different skills and learning paths.

That’s why la la Readiverse Academy was created – offering role-based learning and outcome-focused certifications across sales, engineering, consulting, architecture and support. Beyond just certification, our courses provide practical expertise that drives real customer outcomes.

The Commvault la la Readiverse Academyofrece:

  • Itinerarios de aprendizaje basados en roles.
  • Aprendizaje flexible y a tu propio ritmo.
  • Prácticas prácticas basadas en situaciones reales.
  • Certificaciones que demuestran que estás preparado para el mundo real.

Today, more than 10,000 active learners across the partner ecosystem are building their expertise through la la Readiverse Academy, reflecting the growing importance of cyber resilience skills across the industry.

Why Expertise Matters to Customers

Customers aren’t just investing in technology – they’re investing in outcomes.

They expect confidence in their ability to protect, manage, and recover systems when disruption occurs. They need trusted experts who can help reduce risk, accelerate recovery, and maximize the value of their investments.

Partners with continuously developing teams are better positioned to help:

  • Acelera las implementaciones.
  • Adaptar las soluciones a las necesidades cambiantes.
  • Mejorar la preparación operativa.
  • Reforzar la preparación para la recuperación.
  • Afrontar retos complejos en materia de resiliencia.

As cyber resilience becomes mission-critical, expertise becomes a key differentiator.

Investing in the Future of Cyber Resilience

The cyber resilience landscape will continue to evolve – and so will customer expectations.

For partner professionals, continuous learning helps drive long-term growth, credibility, and readiness. For partners, it helps strengthen delivery and build trust. For customers, it helps enable better outcomes.

Explore the Commvault la la Readiverse Academy, and start building the expertise that sets your team apart – with role-based learning, hands-on training, and certifications designed for real-world impact.

Preguntas frecuentes

Q: Why is technology alone not enough to achieve cyber resilience?
A: Technology provides the tools needed to protect and recover data, but successful cyber resilience also depends on the people using those tools. Skilled professionals are essential for helping design effective strategies, respond to threats, and enable rapid recovery when disruptions occur.

Q: What role does continuous learning play in cyber resilience?
A: Continuous learning helps professionals stay current with evolving cyber threats, changing technologies, and emerging best practices. It also helps build confidence in customer engagements and prepare teams to address increasingly complex resilience challenges.

Q: What is the Commvault la la Readiverse Academy?
A: la la Readiverse Academy is Commvault’s learning platform that offers role-based training, hands-on labs, flexible learning paths, and certifications. Its programs are designed to help sales, engineering, consulting, architecture, and support professionals develop practical cyber resilience expertise.

Q: How do customers benefit from working with highly trained partners?
A: Customers gain access to trusted experts who can help reduce risk, improve operational readiness, accelerate deployments, and strengthen recovery preparedness. This expertise helps organizations achieve better outcomes from their cyber resilience investments.

Q: Why are certifications important in the cyber resilience field?
A: Certifications help validate real-world knowledge and readiness, giving both partners and customers confidence in a professional’s capabilities. They also support career development and demonstrate a commitment to maintaining current expertise.

Q: How can partners prepare for the future of cyber resilience?
A: Partners can prepare by investing in ongoing education, developing role-specific expertise, and staying aligned with evolving resilience requirements. Building a culture of continuous learning helps teams remain effective as customer expectations and threat landscapes continue to evolve.

Thomas Kestner is Global Director Partner Solutions & Services Enablement, WW Education Services, at Commvault.

More related posts


Thumbnail_Blog-Dangerous-Silos-IDC-Resops-2026 (1)

The Importance of Recovery Point Objective (RPO) in Your Business Continuity Plan

Read more about The Importance of Recovery Point Objective (RPO) in Your Business Continuity Plan
Thumbnail_Blog-IDC-Resops-2026

Business Continuity Planning for the Cloud-Native Era

Read more about Business Continuity Planning for the Cloud-Native Era
Thumbnail_Blog-Bringing-Trust-to-CVE-2026

Demystifying SOC 2 Data Protection Requirements

Read more about Demystifying SOC 2 Data Protection Requirements

Weannounced a strengthened strategic partnership between Commvault and HPE – one grounded in a shared belief that data protection and cyber resilience needed to evolve alongside modern infrastructure.

And if you were in the room for Antonio Neri’s keynote or watched it online, you might remember Commvault being called out on stage.

At the time, it felt like a strong statement of intent.

Today, heading back to Las Vegas, it feels like something more:

Execution. Momentum. And a real opportunity to build modern, resilient IT for customers..

What’s changed in the past year

In the last twelve months, the conversations we’re having with customers have shifted – but so has the environment they’re operating in.

Yes, data is growing. Yes, AI is accelerating. And yes, you absolutely need to have a resilience plan for AI.

But what’s also changed is the nature of the risk.

We’re now entering what many are calling the age of frontier AI – with advanced models like Mythos fundamentally changing how quickly vulnerabilities are discovered and exploited.

You may have seen that in a recent Commvault announcement, we highlighted how these models are compressing what used to be weeks-long exploitation cycles into minutes, dramatically shrinking the window organizations have to respond or recover.

Attacks are becoming more automated, more autonomous, and more immediate.

Which means what you thought you knew might not apply anymore:

  • That you’ll have time to patch before something is exploited
  • That recovery can happen “after the fact”
  • That backup is enough

That’s what’s really changed.

It’s why the conversations we’re having today – with customers, with partners, and across the industry – are less about if something happens and more about how quickly you can recover when it does.

And it’s also why the joint innovation with partners like HPE – bringing to market differentiated new solutions that solve real customer challenges and strengthen our cyber resilience portfolio – is so incredibly valuable.

Three areas where this partnership has evolved

If you step back and look at the past year of this partnership, I’d group our progress with HPE into three clear areas.

#1 – Deeper technical integration where it matters most

We’ve moved well beyond production and protection across storage infrastructure to run-time platforms. So not only do we enable simplified snapshot management and faster recovery across HPE storage technologies like HPE Alletra Storage MP or HPE StoreOnce, we don’t stop at the storage layer. A great example of that is agentless protection for virtual machines (VMs) managed through HPE Morpheus Software.

Virtualization is in a period of real disruption right now. Customers aren’t just evaluating alternatives – they’re actively migrating. And that introduces risk.

What we’ve focused on is helping to make sure protection doesn’t break and can remain consistent during (and after) those transitions.

Agentless protection adds another layer to simplify that – removing dependencies that can slow down or complicate migrations, while helping keep VMs protected across environments.

This level of integration up the stack means customers can accelerate their VM migration strategy confidently and on their own terms, translating to better operational agility, reduced risk, and greater cost-savings.

#2 – Stronger unified go-to-market alignment – and a more complete resilience solution for customers

The second shift has been in how we go to market together – and what we bring to customers as a unified solution stack.

A big part of that is the role ofHPE Zerto Software from Commvault.

By integrating HPE Zerto more deeply into Commvault Cloud, we’ve strengthened our platform with continuous data protection and workload resiliency and mobility that enables customers to modernize platforms and rapidly recover workloads to keep their business running after operational disruptions.

And more recently, we introduced a game-changer with Commvault Flex built on HPE infrastructure, a full-stack solution built on:

  • HPE Alletra Storage MP X10000 high-performance, all-flash storage for accelerated recovery for object and file data
  • HPE ProLiant Compute servers for secure, enterprise-grade computing
  • And an industry-leading cyber resilience platform that’s flexible and scalable enough to take advantage of that performance.

Flex solves customers’ challenges in protecting data-intensive workloads like multi-petabyte data lakes that power AI and analytics applications. With Commvault Flex built on HPE technology, customers get an integrated solution that accelerates recovery, simplifies deployment, scales easily, and can help them meet their resilience objectives and recovery SLAs for the foundational data that powers their business.

One more area that’s really come into focus for us over the past year is GreenLake by HPE. As customers push harder into AI, one thing that becomes clear pretty quickly is how infrastructure is delivered and consumed matters just as much as what’s powering it under the hood. There’s a growing need for environments that can scale, adapt, and evolve alongside these AI workloads without adding more complexity. That’s where GreenLake becomes such an important part of the conversation. It’s not just a platform – it’s how many customers are starting to think about building AI-ready infrastructure and become an agentic enterprise. For us, that means doubling down on how Commvault shows up in that ecosystem, continuing to invest in tighter integration and an optimized experience. It’s an area we’re really excited about, and one where you’ll continue to see both teams pushing forward together.

#3 – Real customer outcomes validating the direction

The third area – and probably the most important – is what we’re seeing in customer environments.

We’re starting to see this architecture land in meaningful ways.

For example:

  • A large European bank leveraged the combined Commvault and HPE solution to strengthen cyber resilience across mission-critical banking systems – while also supporting regulatory requirements like DORA compliance. What made the difference here was the combination of Commvault’s architectural advantages and tight integration with the high-performance HPE Alletra Storage MP X10000, enabling the customer to meet recovery objectives that other solutions couldn’t match.
  • A major online gaming organization in South Africa took a slightly different path, focusing on availability and uptime for their platform. In this instance, integrating HPE Zerto into the broader Commvault offering enabled continuous replication and faster recovery, supporting a high-availability environment where even brief disruptions have business impact. The customer got a more complete resilience offering, delivered end-to-end by Commvault for a more streamlined procurement and support process.

Different use cases – but a common theme:

Customers aren’t just buying backup anymore. They’re investing in resilience as part of their production architecture.

Why hybrid infrastructure matters more than ever

If you zoom out, the pattern is clear.

AI workloads are amplifying everything. There’s more data, cycles are faster, and there’s less tolerance for disruption.

And increasingly, the limiting factor isn’t compute – it’s data: How quickly it can be accessed, how efficiently it can be moved, and how fast it can be recovered when something goes wrong.

That’s why platforms like the HPE Alletra Storage MP X10000 are playing a bigger role in these conversations – high performance, scale-out storage that can scale to meet extreme capacity and throughput demands. And when it’s integrated in a solution like Commvault Flex, it creates something that’s increasingly important – a protection and recovery layer that can actually keep up with AI.

Looking ahead to HPE Discover

Heading into this year’s event, there’s a different energy.

A year ago, we were talking about what we could build together.

Now, we’re seeing:

  • Deeper technical integration
  • Clearer go-to-market alignment
  • And real customer outcomes that validate the approach

There’s still a lot of work ahead. But it feels like we’re at one of those points where things start to really take off.

Because the reality is simple:

AI doesn’t wait.

And increasingly, neither can your recovery strategy.

If you’re going to be at HPE Discover 2026, I’d encourage you to stop by and take a look.

Have a conversation with our team at our booth.  Take in a demo. Attend our breakout session. Or setup a meeting with our exec teams for a deeper dive.

I can’t wait to see you there – and to see what all this incredible momentum brings in the coming year.

More related posts


Thumbnail_Blog-Dangerous-Silos-IDC-Resops-2026 (1)

The Importance of Recovery Point Objective (RPO) in Your Business Continuity Plan

Read more about The Importance of Recovery Point Objective (RPO) in Your Business Continuity Plan
Thumbnail_Blog-IDC-Resops-2026

Business Continuity Planning for the Cloud-Native Era

Read more about Business Continuity Planning for the Cloud-Native Era
Thumbnail_Blog-Bringing-Trust-to-CVE-2026

Demystifying SOC 2 Data Protection Requirements

Read more about Demystifying SOC 2 Data Protection Requirements