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Every year on October 24, the world pauses for the International Day of Climate Action, reminding us that protecting the planet is no longer a choice, but a shared responsibility. Climate change isn’t coming – it’s here. And how we respond today will shape the future of our communities, our businesses, and our planet.

At Commvault, resilience is what we do – not just for data, but for the world we all share.

Sustainability: The Core of Resilience

Our mission to safeguard data goes hand in hand with our commitment to safeguard the environment. In FY25, we made meaningful progress toward our climate resilience goals:

  • Las emisiones de alcance 2 se redujeron en más de un 13 %, gracias a un uso más inteligente de la energía y a la eficiencia en el funcionamiento de los centros de datos.
  • Emissions intensity fell from 12.7 to 9.6 metric tons CO₂e per million USD revenue, showing that growth and sustainability can move forward together.
  • Nuestra sede central, con certificación LEED, sigue siendo líder en integración de energías renovables, sistemas de ahorro de agua y sólidos programas de reciclaje.

In everything from how we power our offices to how we design our technology, we consider sustainability a key driver of business continuity.

Data That Works for the Planet

The same innovation that drives Commvault’s cyber resilience is helping advance climate resilience.

By optimizing data storage, reducing redundancies, and improving workload efficiency, our cloud solutions enable customers to use less energy and achieve their own sustainability goals. Less waste. Lower energy use. More resilience.

Because when data works smarter, the planet breathes easier.

Collective Action, Shared Progress

We know climate action is not a solo mission. That’s why Commvault collaborates with partners who share our environmental values and participates in community initiatives like the Net Zero Institute to help accelerate the transition to a low-carbon economy.

We also align our climate governance with the Task Force on Climate-Related Financial Disclosures (TCFD), driving accountability from the top down.

From Awareness to Action

The path to a sustainable future begins with small, intentional choices, like turning off a light, optimizing a server, rethinking a commute. Every decision matters.

This International Day of Climate Action, let’s all take a step toward progress. Because resilience – whether in data, business, or the environment – is built together.

Aakanksha Kashyap es especialista en ESG en Commvault.

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Puntos Clave

  • As few as 250 poisoned samples can compromise a large AI model – turning your data lake into a prime attack surface.
  • Las muestras infectadas pueden implantar puertas traseras que persisten incluso después del reentrenamiento o el ajuste.
  • A practical defense centers on “protect, detect, roll back,” treating data protection as core to AI integrity.
  • Las copias de seguridad, los conjuntos de datos versionados y las restauraciones detalladas permiten una recuperación rápida a un estado limpio y fiable.
  • Commvault + Satori añaden descubrimiento de datos, control de acceso en tiempo real, supervisión de la actividad LLM y políticas unificadas con función de reversión para reforzar la resiliencia de la IA.

I’ve been thinking a lot about Anthropic’s latest research – and it’s unsettling. It found that as few as 250 poisoned samples can compromise a massive AI model.
👉 [Read la investigación yourself.]

That’s right – a few hundred corrupted files can undo months of training and billions of parameters. Not thousands. Not millions. Just hundreds.

For anyone building or managing AI, this changes everything. Your AI data lake has become your primary attack surface – and if you can’t trust your data, you can’t trust your models.

💣 Small Samples, Big Consequences

Anthropic demostró que:

  • Un puñado de muestras infectadas pueden implantar puertas traseras ocultas.
  • Estas vulnerabilidades pueden persistir a pesar de la recapacitación y los ajustes.
  • Attackers don’t need to flood your system – they just need a foothold.

AI integrity isn’t only a model problem – it’s a data protection problem.

🧩 The Practical Defense: Protect. Detect. Roll Back.

En Commvault, vemos cómo las organizaciones se apresuran a crearcanales de IA sin asegurar completamente los cimientos. When data is compromised, your best defense is the ability to roll back to a clean, trusted state.

That’s why backups, conjuntos de datos versionados, y las restauraciones detalladas se están convirtiendo en un elemento tan esencial para la IA como las GPU y los pesos de los modelos.

Commvault puede ayudarte a:

  • Captura instantáneas inmutables de tu lago de datos.
  • Restaura una versión que sepas que funciona correctamente.
  • Verifica el linaje, la procedencia y el historial de cambios.
  • Protege las copias de seguridad contra la manipulación (mediante almacenamiento WORM).

Because when it comes to AI, protection isn’t just about avoiding failure – it’s about being able to recover fast and clean when it happens.

🔐 The Power of Satori: Smarter, Safer AI Data

Ahora que Satori forma parte de Commvault, ahora ofrecemos capacidades más amplias en materia de seguridad de datos y gobernanza de la inteligencia artificial que pueden ayudarte a:

  • Detecta automáticamente datos confidenciales en nubes, almacenes y lagos.
  • Control access in real time – who sees what, when, and how.
  • Supervisar la actividad de la IA y el LLM para detectar anomalías de forma temprana.
  • Unify policy and rollback – restoring data and supporting compliance from one place.

Juntos, Commvault y Satori proporcionan capacidades de base de datos resilientes e inteligentes que ayudan a detectar, proteger y recuperarse de las amenazas de datos de IA en constante evolución.

🚀 The Future of AI Resilience

This is exactly what we’ll be discussing at Commvault Shift | Virtual – how to secure, protect, and recover the data that drives AI.

Join us to hear from industry leaders about building trusted, resilient AI systems that can help withstand data corruption, cyber threats, and human error.

👉 Register here: commvault.com/SHIFT-VirtualProtege tu IA. Protege tus datos. Construye un futuro más resiliente.

Preguntas frecuentes

Q: What does “250 poisoned files” actually mean for my models?
A: The blog cites Anthropic’s finding that only a few hundred corrupted samples can meaningfully compromise a massive model – no flood required. It highlights that attackers need only a small foothold to degrade behavior or implant triggers.

Q: Why might retraining fail to remove poisoning?
A: Some backdoors survive standard retraining and fine-tuning because the malicious signal is subtle and reinforced by the broader dataset. The result is a model that behaves normally until a hidden trigger appears.

Q: What immediate defenses should we prioritize?
A: Adopt a “protect, detect, roll back” strategy: Secure your data pipeline, monitor for anomalies, and maintain the ability to revert to a known-good state. Treat data protection as foundational – on par with model weights and GPUs.

Q: How do backups and versioned datasets help in practice?
A: Immutable snapshots, version history, and fine-grained restores enable you to quickly recover clean data, verify lineage and provenance, and continue operations without carrying hidden compromises forward.

Q: What additional value does Satori bring with Commvault?
A: Satori expands capabilities with automatic discovery of sensitive data across clouds and lakes, real-time access control, LLM activity monitoring for early anomaly detection, and unified policy plus rollback to support compliance and recovery.

Q: Isn’t model security enough without data protections?
A: Model-centric controls are necessary but incomplete. The post argues that AI integrity is as much a data protection problem as a model problem; without trusted data, even well-secured models can be subverted.

Thomas Bryant es director sénior de marketing de producto en Commvault.

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La segunda edición deEl estado de la Readiness en materia de datos en AsiaEl informe, un exhaustivo informe elaborado por Tech Research Asia por encargo de Commvault, ofrece una visión clara de los retos y la realidad a los que se enfrentan las organizaciones de todo el continente. Basado en una encuesta realizada a 1218 empresas de Indonesia, Hong Kong, Corea, Malasia, Filipinas, Singapur, Tailandia y Vietnam, el informe revela tendencias críticas en el crecimiento de los datos, las presiones normativas, la adopción de la inteligencia artificial y la ciberresiliencia.
A continuación, se detallan algunos de los aspectos más destacados que requieren la atención de los líderes empresariales y de TI:

Crecimiento sin precedentes de los datos y complejidad de la infraestructura

Los conjuntos de datos se están expandiendo a un ritmo acelerado.

  • La organización mediaen Asia ha visto crecer sus datos un 40 % en los últimos 12 meses, lo que supone un aumento significativo con respecto al 31 % registrado el año anterior.
  • Esta explosión de datos, de los cuales el 66 % no está estructurado, reside en entornos cada vez más complejos.
  • La mayoría de las empresas (63 %) operan actualmente en cloud cloud híbridos, lo que crea un ecosistema extenso e interdependiente que resulta difícil de gestionar y proteger.
  • Esta complejidad está pasando factura, ya que el 38 % de las organizaciones admiten que no confían en su capacidad para restablecer las operaciones comerciales tras una violación de la seguridad.

 

La paradoja de la IA: alta adopción a pesar del alto riesgo

La IA está siendo adoptada con gran entusiasmo: el 74 % de las organizaciones asiáticas utilizan actualmente soluciones de IA orientadas a los negocios. Sin embargo,se tiene una visión lúcida de los riesgos que conlleva.

  • Esta complejidad está pasando factura, ya que el 38 % de las organizaciones admiten que no confían en su capacidad para restablecer las operaciones comerciales tras una violación de la seguridad.
  • Un sorprendente 73 % de estas organizaciones cree que implementar la IA aumenta la probabilidad de sufrir una brecha de ciberseguridad.
  • A pesar de esta concienciación, la diligencia debida se está quedando atrás. Un preocupante 58 % de las organizaciones no ha realizado auditorías de seguridad exhaustivas de sus herramientas de IA antes de su implementación, y menos de la mitad (46 %) cuenta con políticas integrales para proteger los datos generados por la IA.

The Tangled Web of Regulations

The regulatory landscape across Asia is becoming increasingly intricate and, at times, contradictory.

  • Exigencias contradictorias: El 53 % de las organizaciones afirman enfrentarse a requisitos normativos contradictorios en relación con sus datos en diferentes zonas geográficas.
  • Carga normativa: El 52 % de las empresas deben cumplir al menos cuatro leyes normativas importantes.
  • Cumplimiento normativo en materia de IA: El reto se ve agravado por las normativas específicas sobre IA, a las que ahora están sujetas casi el 60 % de las empresas, y otro 27 % espera estarlo en el próximo año.

La cruda realidad de los ciberataques y la recuperación

There remains a significant disconnect between the expectations of business leaders and the reality of IT recovery after a cyber incident. While 72% of business leaders expect to be back in business within five days of an incident, the reality is that 70% of businesses take more than a week to recover.
The report also sheds light on the direct impacts of attacks:

  • De las empresas que sufrieron violaciones de seguridad, el 83 % experimentó una filtración de datos.
  • Menos de la mitad (41 %) logró recuperar el 100 % de sus datos.
  • Aunque el 57 % de las empresas tienen una política que prohíbe el pago de rescates, el 34 % de las que cuentan con dicha política pagaron el rescate cuando sufrieron un ataque.

Aprender por las malas

Interestingly, organisations that have experienced a breach demonstrate a more mature and realistic understanding of their capabilities. They are more likely to have comprehensive incident response plans and a clearer grasp of the complexities involved in recovery. For instance, breached companies are almost twice as likely to view their internal AI tools as a high cybersecurity risk compared to those that have not been breached.
To gain a deeper understanding of these findings and benchmark your organisation against your peers, download the full Situación de la Readiness para el uso de datos en AsiaInforme. El informe completo ofrece un análisis detallado, datos específicos de cada país y recomendaciones prácticas que le ayudarán a mejorar sus estrategias de gestión de datos, Recovery y ciberresiliencia para garantizar la continuidad de las operaciones empresariales.

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Cyber Resilience

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Cyber Security

Read more about Cyber Security

In conversations with three Chief Medical Information Officers across different healthcare systems, each was asked about their most recent cybersecurity incident. The answer was unanimous and telling: None had experienced a direct attack on their own systems. Instead, all three were grappling with the aftermath of third-party vendor breaches that cascaded through their operations.

This isn’t coincidence – it’s the new reality of healthcare cybersecurity.

The Vendor’s Vendor Problem

“We are big enough to have these experts on staff that are our experts to protect us,” one CMIO explained. “Sometimes I feel that that can be a barrier to agility because of how strict we are and how thorough we are in those evaluations. But I think that we can’t ensure that our partners do the same.”

Here’s the challenge: Healthcare organizations have become incredibly sophisticated at vetting direct vendors. The contracting process is rigorous, security assessments are thorough, and compliance requirements are non-negotiable.

But what happens when your vendor makes a deal with another vendor? Suddenly, you’re exposed to risks you never evaluated, from companies you’ve never heard of, through relationships you don’t control.

One security leader illustrated this perfectly: “I’m going to make a deal to use Vendor X to do something for me here. But Vendor X may make a deal with Vendor Y that lets them do their job. So if there’s a problem with Vendor Y who I’m not technically contracted with, but my vendor needs them to function, I can’t control that.”

Cuando el ecosistema falla

La fase deChange Healthcare incident provides a stark example. When its systems went down due to a cyberattack, it wasn’t just Change Healthcare that suffered – it was every healthcare organization that relied on its prescription processing services.

One CMIO described the impact: “We had a lot of issues sending prescriptions, receiving them, having issues being unclear of what went through, what didn’t go through, and who didn’t have their medications.”
La fase dedownstream clinical impact was immediate and severe. Patients couldn’t get medications, providers couldn’t verify prescription statuses, and healthcare teams scrambled to identify which patients might be affected. This was a direct patient safety issue caused by a vendor incident completely outside the control of healthcare providers.

But the clinical impact was just the beginning. The compliance implications were equally severe, highlighting a fundamental challenge in healthcare’s regulatory landscape.

La trampa del cumplimiento normativo: cuando los fallos de los proveedores se convierten en tu problema normativo

Healthcare organizations face a harsh regulatory reality: Vendor incidents don’t absolve them of compliance responsibilities. In fact, they often amplify them.

HIPAA requires covered entities to establish Business Associate Agreements with vendors handling protected health information. While these agreements theoretically transfer some liability, the practical reality is different. When a vendor suffers a breach, the healthcare provider still faces potential penalties, regulatory scrutiny, and mandatory reporting requirements.
La fase dereporting burden alone creates significant operational strain. HIPAA’s proposed 72-hour reporting mandates, similar to regulations like EU NIS2 and DORA for cross-border institutions, require healthcare providers to disclose incidents quickly, regardless of whether the breach originated from their own systems or a vendor’s.

As one CMIO noted: “We actually have to communicate to the state, to the Centers for Medicaid and Medicare Services: ‘This is what’s going on. This is where we are with our recovery.’”

This means that during an active incident – when clinical teams are scrambling to maintain patient care and IT teams are coordinating recovery efforts – compliance teams must simultaneously investigate, document, and report on incidents they didn’t cause and may have limited visibility into.
La fase dedata sovereignty challenge adds complexity. Vendors storing healthcare data outside approved regions can trigger compliance violations that organizations may not even know exist until an incident forces a comprehensive audit of their vendor ecosystem.

“We require [vendors] to give us anything and everything we asked for to review,” explained one security leader who’s experienced a vendor ransomware attack. “So, there was actually no limitations on what we could ask.”

But this level of oversight is typically only possible with the largest vendor relationships, leaving many smaller but still critical vendor dependencies in compliance blind spots.

La llamada de atención de CrowdStrike

La fase deIncidente de CrowdStrike drove home another reality: When critical infrastructure providers fail, the entire healthcare ecosystem fails simultaneously.

“We did [tabletop exercises] with the assumption that it would be a ransomware attack… a very kind of localized event,” one leader reflected. “And this was affecting the entire ecosystem. And that’s where we [learned] that we needed to have more resiliency practices that would incorporate where the ecosystem itself would be widely affected.”
La fase dechallenge wasn’t just technical – it was operational and regulatory. When everyone is down at once, the usual backup plans (like calling vendors for support or switching to alternate providers) simply don’t work.

Healthcare organizations faced not only interrupted patient care and massive downtime costs but also complex compliance reporting requirements for an incident that originated entirely outside their control.

Más allá de la evaluación tradicional de riesgos

Healthcare organizations are discovering that their traditional approach to vendor risk management isn’t enough. The standard process – sending questionnaires, reviewing documentation, checking compliance certifications – only covers direct relationships.

But post-incident, the conversation is changing. Instead of just asking “Do you do this? Do you do that?” organizations are demanding to see exactly how vendors execute security and recovery plans. They’re asking for evidence of testing, requiring contractual rights to review sub-vendor relationships, and building in financial protections.

El nuevo modelo de relación con los proveedores

Las organizaciones sanitarias con visión de futuro están tomando varias medidas concretas para abordar el riesgo del ecosistema:

  • Data sovereignty: “We want to start taking more ownership over the data… so that we have something we can rebuild or even switch over to another third party if possible,” one leader said.
    Rather than letting vendors hold all the data, organizations are requiring regular data exports and maintaining their own copies of critical information. This approach helps address data residency requirements and enables compliance continuity even when vendors fail.
  • Evolución contractual mejorada: las negociaciones contractuales posteriores a los incidentes ahora abordan explícitamente las obligaciones de cumplimiento. Las organizaciones exigen plazos de notificación que cumplan con los requisitos reglamentarios, garantías de recuperación que minimicen los costos por tiempo de inactividad y compensación financiera tanto por las pérdidas directas como por las sanciones por incumplimiento derivadas de interrupciones causadas por los proveedores.
  • Compliance-aware update management: The Incidente de CrowdStrike highlighted how vendor updates can create both operational and compliance risks. Many organizations have implemented “two versions behind” policies for critical security updates, balancing the risk of delayed patches against the risk of compliance violations from untested updates that could cause widespread outages.
  • Integración normativa en la gestión de proveedores: Las organizaciones están incorporando consideraciones de cumplimiento normativo directamente en la evaluación de proveedores y la supervisión continua. Esto incluye saber que los proveedores pueden cumplir los mismos requisitos de notificación en 72 horas, mantener la residencia de datos adecuada y proporcionar la documentación necesaria para la presentación de informes normativos.

The Insurance Industry’s Perspective

Perhaps most telling is how the insurance industry views these risks. As one security leader shared from a colleague in insurance risk modeling: “The number one risk that we have is the kind of outage like CrowdStrike, where we’re so dependent upon these technology platforms that when we’re out, there’s massive disruptions in services and in operations. She says that’s the number one risk in our risk model. It’s not ransomware attacks.”

This shift in risk assessment reflects a fundamental change. Traditional cybersecurity focused on preventing bad actors from getting in. Modern cybersecurity also must address the reality that critical vendors – with the best of intentions and strong security practices – still can bring down entire ecosystems through operational failures.

El reto de la viabilidad mínima en un mundo ecosistémico

Traditional recovery planning often assumes you can restore everything systematically, but when entire ecosystems fail simultaneously, organizations must focus on minimum viable recovery (MVR).
La fase deconcept of minimum viability becomes critical when your vendors, their vendors, and potentially your backup vendors are all affected. As we’ve explored in our analysis of amenazas cibernéticas en el sector sanitario y el MVR, the question isn’t just “How do we recover everything?” but “What are the bare essentials we need to keep patient care running while the ecosystem rebuilds itself?”

This ecosystem reality makes Preparación de la organización para la recuperación more complex than ever. When you can’t rely on your usual vendors or backup providers, your MVR plan must account for true independence from the broader ecosystem – at least temporarily.

Avanzando

Organizations can’t just secure their own perimeter; they need to understand and plan for the interconnected web of dependencies that modern healthcare relies on. This means fundamentally rethinking business continuity planning to account for simultaneous ecosystem failures. It means maintaining data sovereignty even when using SaaS providers. And it means accepting that some risks simply can’t be eliminated – only managed and planned for.
La fase dehealthcare leaders we spoke with weren’t pessimistic about these challenges; they were pragmatic. They understand that the benefits of interconnected, cloud-based healthcare systems far outweigh the risks.

Pon a prueba la resiliencia de tu ecosistema

Understanding the risks is just the first step. The next is honestly assessing whether your organization is prepared for the new reality of interconnected failures. How confident are you that your MVR plan would work when your usual vendors and backup systems also are compromised?

Healthcare organizations serious about ecosystem resilience should evaluate their readiness across three critical areas: business-critical prioritization, measurable technical response, and Preparación de la organización para la recuperación. Commvault’s Evaluación de la viabilidad mínima en el ámbito sanitario helps evaluate your current capabilities and offers actionable recommendations for closing any gaps.

Don’t wait for the next ecosystem-wide incident to discover whether your recovery plans account for the reality of interconnected healthcare IT. Haz la prueba hoy mismo and build true resilience for tomorrow’s challenges.


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A powerful go-to-market strategy is what separates leaders from the pack in the competitive cyber resilience market. At Commvault, we’re dedicated to providing our partners with the strategic resources needed to help grow revenue, build customer trust,ysolidify your reputation as a market leader with Commvault.
That’s why we are excited to announce two game-changing resources designed to elevate your salesymarketing efforts: a reimagined Centro de campañas de Commvaulty el nuevoGuías de ventas para socios: resumen rápido.

Optimiza tu marketing con el Centro de campañas

Based on partner feedback, our newly imagined Campaigns Hub is your destination for ready-to-use, results-driven marketing. The Campaigns Hub is a powerful, intuitive platform that simplifies the creation of targeted campaigns, helping you build awareness, generate leads,yupsell Commvault’s suite of solutions. And now our platform integrates seamlessly with your existing strategies, enabling cohesive brand messagingymaximum impact.
With the Campaigns Hub, you’ll find:

  • Targeted campaigns you can launch in minutes. Choose from a library of pre-built multi-language campaigns – from “Securing Continuity for Minimum Viable Business” to “Microsoft Active Directory Protection” –ycustomize the content to fit your audience’s unique needs.
  • A new, powerful webcast program. Leverage Commvault’s best speakersycontent directly from the Campaigns Hub using our on-demand webcasts along with the promotional materials to drive leadsyawareness.
  • A new, co-branded assessment tool. Contact our Marketing Conciergeyrequest a co-branded minimum viability assessment tool that provides benchmarks to your customers in minutesyputs leads directly in your inbox.  
  • Activos de alto valor para los clientes que puedes utilizar en tu platform en el centro. Ahora puedes acceder al contenido clave de los clientes de Commvault y a las campañas promocionales a través del Centro de campañas e integrar estos valiosos activos en tus iniciativas de marketing más amplias en el centro, o descargarlos y utilizarlos en tu platform
  • Our complimentary Marketing Concierge service that makes campaigns even easier. You don’t need to use MDF or pay for our Marketing Concierge service to help you customizeyrun the latest Commvault campaigns to grow your business. Try out the service with a Sesión de activación de la campaña 1:1.

Aumenta el éxito de las ventas con guías prácticas de un vistazo

To complement your marketing efforts, Commvault also has launched our new Guías de ventas para socios: resumen rápido. We’ve condensed our most popular Guías de ventas para socios into a concise, easy-to-use one-page format, packed with the essential tools you need to articulate valueyenhance customer engagement.
Each playbook includes:

  • Concise call scripts: Confidently articulate the unique value propositions of Commvault’s productsysolutions.
  • Objection handling: Turn potential roadblocks into opportunities with prepared responses to common customer challenges.
  • Customer-ready materials: Accelerate sales cycles by sharing curated whitepapers, solution briefs, case studies, eBooks,ymore.

By combining the power of the Centro de campañas de Commvault with the strategic guidance of the At-A-Glance Sales Playbooks, you can create impactful, end-to-end campaigns that drive customer engagementyachieve greater sales success.

Libera tu potencial con Commvault

Ready to transform your go-to-market strategyymaximize the value of Commvault’s offerings? Explore the Centro de campañas de CommvaultyGuías de ventas para sociosen el Portal de socios. Explóralo por tu cuenta o programa unaSesión de activación de la campaña 1:1con nuestro servicio gratuito de «Marketing Concierge» para recibir asesoramiento personalizado.

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Cyber Resilience

Read more about Cyber Resilience

Cuando los ciberatacantes atacan, la rapidez no lo es todo. Restaurar rápidamente los datos comprometidos solo reintroduce la amenaza, creando un círculo vicioso de infección y reinfección.

Recientemente, escribí un informe técnico junto con mis colegas dede Kyndryltitulado«Redefiniendo Cyber Recovery: Presentamos el tiempo medio de recuperación limpia (MTCR) where we introduced a fundamental shift: measuring how fast you can restore from clean, verified data rather than just any available backup.

Here are the five critical steps that determine your organization’s MTCR:

 

  1. Establece un entorno limpio en el que recuperarte.

The problem: Recovery to an infected infrastructure will simply reinfect your restored systems.

The solution: Isolated Recovery Environments (IREs) or cleanrooms – compute and storage infrastructure physically or virtually separated from production environments where attackers never had access.

Reality check: Without an IRE, modern forensic teams need 24 to 72 hours to certify complex hybrid environments as “clean.” Your MTCR automatically becomes measured in days, not hours.

 

  1. Busca datos limpios para recuperar.

The hidden threat: Modern attackers operate in stealth for weeks before launching attacks, seeding malicious payloads throughout your environment – including backup systems.

The breakthrough: Automated scanning for Indicators of Compromise can help identify clean backup sets without the trial-and-error cycle of testing each backup until you find one that works.

Collaboration required: This step demands tight integration between SysOps teams (who manage backups) and SecOps teams (who understand current threats). Forensic analysis reveals attack signatures that must be fed into the scanning process.

 

  1. Recuperar los datos en un tiempo aceptable.

The uncomfortable truth: Enterprise backup solutions often deliver “10+ hours per terabyte” recovery performance. Scale this to typical enterprise services requiring hundreds of terabytes, and you’re looking at weeks of recovery time.

The reality: Most backup infrastructure was designed for nightly incremental backups (5% data change), not full-scale business restoration (100% recovery).

The solution: Purpose-built cyber resilience platforms with high-performance recovery capabilities, combined with minimum viable company (MVC) prioritization – focusing on the critical 20% of services that enable 80% of business function.

 

  1. Mantener la integridad de los datos en toda la platform.

The challenge: Enterprise systems don’t exist in isolation. During recovery, systems restored from backups taken at different times create data integrity nightmares.

Example scenario:

  • Base de datos de clientes: backup los martes a las 3 a. m.
  • Sistema de facturación: backup del lunes a las 11 p. m.
  • Sistema de inventario: backup los miércoles a las 6 a. m.

Result: Orders for customers who don’t exist, invoices for products not in inventory.

The Process: Restoration sequencing based on dependencies, data reconciliation across integrated systems, and comprehensive consistency checks before production return.

 

  1. Prueba antes de la devolución de producción.

The rush trap: Under pressure, IT teams often rush systems back online without comprehensive testing, leading to partially functional systems or reintroduction of attack remnants.

 

Validación exhaustiva:
  • Pruebas funcionales de los procesos empresariales básicos
  • Validación de seguridad mediante análisis de vulnerabilidades
  • Verificación de la integridad de los datos en todas las plataformas
  • Validación de procesos de negocio por parte de los equipos de aplicaciones

Critical success factor: Pre-define your MVC acceptance criteria – the specific functionality that must work before you’re truly “recovered.”

 

El reto de la integración

These aren’t sequential steps – they’re interconnected capabilities that must work together. Your MTCR is only as fast as your slowest step and only as reliable as your weakest validation point.

The investment reality: Clean recovery requires purpose-built cyber resilience platforms, isolated recovery environments, automated scanning tools, and dedicated recovery networks. But the cost of prolonged downtime and reinfection is far greater.

 

Próximos pasos:
  1. Evalúa cuánto tiempo llevaría cada paso en tu entorno actual.
  2. Identifica tu mayor deficiencia.
  3. Calcula el coste del tiempo de inactividad prolongado frente a la inversión en infraestructura.
  4. Comienza por los servicios empresariales más importantes.

The era of “backup and pray” is over. Organizations that master these five steps don’t just recover faster – they recover once, cleanly, and with confidence.

 

Saber Más

Mira cómo hablo sobre esta nueva métrica en el seminario web«La métrica que falta para Cyber Recovery». Lee el informe técnico completo,Redefiniendo la recuperación cibernética: Presentación del tiempo medio hasta la recuperación completa», para obtener más información sobre esta métrica fundamental.Darren Thomson es director técnico de campo en Commvault. No te pierdas sus intervenciones en la serie de podcasts, STRIVE.

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Commvault Cleanroom

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La quinta edición delInforme sobre el estado de la Readiness de los datos en Australia y Nueva Zelanda, un informe de Tech Research Asia Insights encargado por Commvault, ofrece una visión crítica del panorama actual de la gestión de datos, la ciberseguridad y las presiones normativas a las que se enfrentan las organizaciones en Australia y Nueva Zelanda (ANZ).Basado en una investigación realizada entre 408 empresas de toda la región, el informe revela las principales tendencias y la cruda realidad sobre cómo las empresas están haciendo frente a un entorno digital cada vez más complejo. Dado que a menudo analizamos los resultados de las investigaciones a escala mundial, resulta especialmente valioso contar con una perspectiva local sobre la preparación de los datos. Aunque las tasas de crecimiento de los datos han experimentado una ligera ralentización, los retos relacionados con la gestión, la seguridad y la recuperación de datos se han intensificado. A continuación se presentan algunas de las conclusiones más destacadas del informe.

El entorno normativo y de datos: una red enredada

Las organizaciones se enfrentan aenormes conjuntos de datos y un marco normativo cada vez más estricto.

  • Ralentización del crecimiento, expansión persistente: la tasa de crecimiento anual de datos en ANZ se ha ralentizado ligeramente, pasando del 28 % del año pasado al 27 % de este año. La mayoría, el 62 %, sigue operando en entornos de datos mixtos ( cloud múltiple o híbrida), y se prevé que esta cifra aumente hasta el 71 % en 2026.
  • Brecha de confianza: un número preocupante de organizaciones carecen de confianza en su capacidad para restablecer las operaciones comerciales tras una infracción, y el 54 % de las empresas australianas y el 63 % de las neozelandesas se sienten poco preparadas.
  • Complejidad normativa: El panorama normativo es cada vez más difícil de navegar. El 55 % de las empresas australianas y el 53 % de las neozelandesas están ahora obligadas a mantener copias de datos en cloud separados para garantizar la resiliencia. Además, más de un tercio de las organizaciones se enfrentan a normativas sobre datos contradictorias en diferentes geografías.
  • El auge de la regulación de la IA: el cumplimiento normativo específico de la IA es una preocupación creciente, ya que el 28 % de las empresas ya están sujetas a dichas regulaciones y otro 40 % espera estarlo en el próximo año.

La paradoja de la IA: alta adopción a pesar del alto riesgo

El entusiasmo por la IA es enorme,yet it’s coupled with significant security concerns.

  • Riesgo frente a recompensa: aunque el 73 % de las organizaciones de ANZ utilizan soluciones de IA centradas en el negocio, el 68 % de ellas cree que esta adopción aumenta la probabilidad de sufrir una brecha de ciberseguridad.
  • Falta de diligencia debida: un significativo 63 % de las organizaciones admitió no realizar auditorías de seguridad exhaustivas y detalladas de sus herramientas de IA antes de su implementación.
  • Déficit de políticas: solo el 29 % de las empresas cuentan con políticas integrales para proteger los datos y contenidos generados por las soluciones de IA.

Recuperación: una desconexión entre las expectativas y la realidad

The gap between business leaders’ recovery expectations and the on-the-ground reality for IT teams remains a major issue.

  • La brecha entre las expectativas y la realidad: el 80 % de los líderes empresariales esperan recuperarse de un incidente de ciberseguridad en un plazo de cinco días. Sin embargo, la cruda realidad es que se tarda una media de cuatro semanas en restablecer un nivel mínimo de actividad empresarial.
  • Ransomware’s reach: Seventy percent of ANZ organisations have received a ransomware demand, and of those, 20% admitted to paying it. Interestingly, of the companies with a stated “no payment” policy, 15% still ended up paying the ransom when faced with an actual attack.
  • El poder de la experiencia: El informe revela una idea fascinante: la experiencia es una maestra dura, pero eficaz. Las empresas que han sufrido una brecha de seguridad son 1,5 veces más propensas a realizar revisiones exhaustivas de las herramientas de IA y dos veces más propensas a probar todas las cargas de trabajo críticas como parte de sus planes de respuesta a incidentes. Por el contrario, las empresas que no han sido atacadas son 1,5 veces más propensas a creer que pueden recuperarse en un solo día.

The 2025 State of Data Readiness report underscores a challenging environment for ANZ organisations. From regulatory hurdles to the double-edged sword of AI and the persistent disconnect in recovery expectations, the path to true cyber resilience is complex.To gain a deeper understanding of these findings, download the informe completo.

 

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I’m thrilled to share that we were just announced as a winner in Udemy’s Premios a la Excelencia en el Aprendizaje 2025en la categoría «Leading With Learning Science». En este programa de premios, Udemy ha reconocido a aquellas organizaciones que han logrado con éxito resultados significativos en el ámbito del aprendizaje y el desarrollo mediante la mejora de las competencias con el apoyo de la inteligencia artificial. Como uno de los ganadores en la categoría «Liderazgo con ciencia del aprendizaje», Commvault fue reconocido por dar prioridad a la integración del aprendizaje en el flujo de trabajo, involucrar a los alumnos a través del microaprendizaje y crear experiencias de aprendizaje personalizadas.

Nos sentimos honrados de formar parte de una lista de líderes visionarios que están transformando el aprendizaje a gran escala y preparando a sus empleados para prosperar en un futuro impulsado por la inteligencia artificial.

La inversión en vuestra gente es importante

Over the past year, we’ve expanded on our investment in learning and development by implementing an all-new, comprehensive learning platform, Pathfinder, to provide our Vaulters with the tools, resources, and opportunities they need to enhance their skills and advance their careers.

Our new platform has a wealth of learning modules, ranging from live instructor led sessions to on-demand and self-paced learning modules, including Udemy Business’ 30,000+ expert-led courses covering topics across technology, business, leadership, productivity, cybersecurity, and GenAI. Udemy Business isn’t just another online training tool – it’s a strategic driver of capability building within Commvault, and we’re delighted to offer our global Vaulter community access to Udemy Business.

We’ve also developed curated learning paths tailored for our teams, with a focus on the power of AI. The development of our Vaulters is key to Commvault’s success, and with Udemy Business, we’re giving them the tools to build their future growth, all while harnessing the potential of AI.

To learn more about what it’s like to work at Commvault, haz clic aquí.

 

 

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El cambio global hacia arquitecturas cloud ha redefinido lo que significa lograr seguridad y resiliencia. Cloud son dinámicos por diseño; los recursos se actualizan, añaden o eliminan con frecuencia; las aplicaciones se extienden por regiones y multinubes; y la infraestructura evoluciona más rápido de lo que pueden seguir la mayoría de las herramientas de recuperación. backup tradicionales, creados para sistemas estáticos, tienen dificultades para seguir este ritmo y esta complejidad.Commvault Cloud Rewind™ is built from the ground up to handle this new reality. With an architecture purpose-built for cloud-scale recovery, Cloud Rewind helps you restore entire cloud environments, including applications and their dependencies, with ease.

This becomes essential in modern environments where applications are composed of microservices, containers, and serverless components that are often ephemeral and spread across multiple platforms.

Resources may change daily, and ownership is often decentralized across teams. Configuration drift, inconsistent change management, and the growing use of third-party services all make recovery harder. Even when manual backups are available, critical infrastructure metadata is often missing, making restorations unreliable or incomplete.

In this ecosystem, Cloud Rewind brings order to the chaos. By leveraging ongoing discovery, orchestration, and cloud-native operations, it provides fast and consistent recoverability. Whether you’re dealing with a simple misconfiguration or a full-blown cyberattack, Cloud Rewind helps restore critical resources in minutes.

A Deep Dive Into the Design: The Cloud Rewind Architecture 

En el núcleo de Cloud Rewind principios arquitectónicos clave que dan prioridad a la automatización, la escalabilidad y la precisión de la recuperación. A partir de esa base, permite un enfoque integrado para ayudar a descubrir, proteger, recuperar y reconstruir aplicaciones y datos dentro de cloud . Cloud Rewind potentes capacidades para reforzar la resiliencia cibernética y simplificar la recuperación en cloud . Cada función desempeña un papel fundamental a la hora de mejorar la confianza en las operaciones diarias y la respuesta ante crisis.

  • Cloud y mapeo de dependencias: Cloud Rewind detectaRewind todos cloud relevantes cloud y captura los metadatos necesarios para una recuperación precisa y repetible. Esto incluye la configuración completa, las dependencias y los detalles de la infraestructura.
  • Análisis de desviaciones: Cloud cambian rápidamente. Cloud Rewind estos cambios mediante análisis periódicos de desviaciones, comparando las configuraciones actuales con los estados protegidos conocidos. De este modo, los equipos de seguridad están informados de cualquier desviación con respecto a las configuraciones esperadas, lo que ayuda a mantener una alineación crucial.
  • Reconstrucciones diarias automatizadas en la nube: volver a un estado seguro no es suficiente; hay que hacerlo rápidamente y sin errores. Cloud Rewind lo hace posible gracias a las pruebas de Recovery automatizadas. Puedes reconstruir infraestructuras en la nube completas, aplicaciones y datos utilizando entornos bajo demanda. Estos entornos temporales pueden eliminarse posteriormente para ayudar a reducir los costes de las pruebas.
  • Integrated cyber recovery: Cloud Rewind works with Commvault’s broader data resilience platform, effectively combining backup, recovery, and threat intelligence. This unified approach provides better control and coordination during security incidents, helping teams move from detection to full recovery with speed and clarity.

Superando a la competencia: dóndeRewind Cloud Rewind

Con una gran cantidad de funciones avanzadas diseñadas para las organizaciones modernas cloud, Cloud Rewind una recuperación eficaz y simplificada. Aunque varias soluciones del sector ofrecen una recuperación ante desastres sencilla para cloud , estas capacidades ayudan a Cloud Rewind . Cloud Rewind la capacidad de recuperación a un nuevo nivel con:

  • Ampliacloud , con compatibilidad nativa con AWS, Azure y GCP.
  • Cobertura completa de recursos, incluyendo computación, almacenamiento, redes, IAM, DNS, contenedores y servicios sin servidor.
  • Protección detallada de los metadatos de infraestructura, mediante una máquina del tiempo con doble bóveda.
  • Gráficos explícitos de dependencia de aplicaciones, no solo reconocimiento a nivel de recursos.
  • Recuperación como código, para una recuperación orquestada y basada en código.
  • Validación continua, mediante reconstrucciones automáticas periódicas en cloud aislados cloud .
  • Baja carga operativa y alta transparencia gracias al modelo SaaS .

Cloud Rewind protección, inteligencia y automatización para permitir una recuperación rápida y fiable en cloud complejos. Esto ayuda a Cloud Rewind en un campo competitivo y a mantenerse a la vanguardia.

Cloud para una recuperación completa de Cloud

Commvault Cloud Rewind is built for full-stack cloud resilience, offering protection for modern, cloud-native workloads. Instead of simply backing up isolated resources, capturing and recovering entire cloud applications, referred to as Cloud Assemblies.

Cloud Rewind supports a wide range of cloud-native services, including virtual machines, disks, gateways, security groups, VPCs, DBaaS platforms, and containerized workloads. Once a cloud connection is established, Cloud Rewind performs automated identification of all resources in an environment. At scale, this can be highly significant. For one Commvault customer, 94,237 resources were discovered, with 7,811 protected resources organized into 19 distinct assemblies.

For complete protection, customers can begin with the definition of policies tailored to their Cloud Assemblies. These policies govern snapshot frequency, retention rules, and replication preferences. Snapshots can be taken as frequently as every 15 minutes or as infrequently as annually, depending on the workload’s recovery objectives. These snapshots can be used for rapid, point-in-time backups and fast rehydration.

With its sophisticated use of only cloud snapshots, Cloud Rewind offers protection at a fraction of the cost of expensive traditional high-availability or read‑replica architectures. As dedicated standby infrastructure isn’t required, customers pay only for snapshot storage and temporary compute during recovery operations. This flexibility allows customers to effectively fine-tune protection schedules to balance RPO requirements against storage costs.

Finally, Cloud Rewind provides cloud data resilience by performing recovery at the Cloud Assembly level. When it’s time to restore, Cloud Rewind can recreate the complete application, including the resource configurations, network settings, and dependencies, exactly as it existed at any point in time. Recovery also can target the original region for a quick rollback or be redirected to a different region, subscription, or project to support disaster recovery use cases.

By centering recovery around customer applications, Cloud Rewind replaces traditional complexity with invaluable clarity. With automated discovery, flexible policies, and cost‑effective snapshot-based protection, Cloud Rewind can help customers meet stringent recovery objectives while minimizing infrastructure overhead.

Una nueva era de resiliencia: ventajas clave de Cloud Rewind

Cloud Rewind introduces a new standard for resilience in the cloud, shifting away from legacy disaster recovery models toward an approach designed for dynamic, modern environments. By focusing on full application recovery instead of isolated resources, it helps avoid downtime, reduce operational risks, and support rapid, coordinated recovery and restoration across cloud platforms.

One of its core innovations is the patented dual-vault cloud time machine. This unique approach protects  immutable vaults in different hyperscale clouds for rapid application recoveries. This design not only defends against failures and cyber threats but also enables precise, point-in-time recovery of entire application environments.

With a myriad of powerful capabilities that support the growth of modern businesses, Cloud Rewind makes an impact:

  • Las entidades de servicios financierosaprovechan Cloud Rewind ayudarte a cumplir con los estrictos requisitos normativos y minimizar el tiempo de inactividad de los sistemas financieros en tiempo real.
  • Las organizaciones sanitariasutilizan Cloud Rewind ayudarte a recuperar rápidamente los registros médicos electrónicos y otras aplicaciones críticas durante incidentes cibernéticos, evitando así la interrupción de la atención al paciente.
  • En elsector educativo, Cloud Rewind una red de seguridad que permite proteger contra la pérdida de material didáctico, datos de los alumnos y otros recursos.
  • Las empresas minoristas y manufactureras aprovechan Cloud Rewind recuperarse rápidamente de interrupciones del servicio o ciberataques, lo que permite minimizar la pérdida de ingresos y continuar con los calendarios de producción.
  • SaaS de tecnología y SaaS utilizan Cloud Rewind ayudarte a proteger las plataformas cloud y ofrecer un servicio continuo a los clientes.

En todos los sectores, Cloud Rewind ofreciendo resultados cuantificables. Por eso, rápidamente han surgido casos destacados en el mundo real de organizaciones que se benefician de esta innovadora solución. SaaS deSistemas Pragya’ SaaS resiliency increased by a staggering 300% with Cloud Rewind. Similarly, backed by the powerful capabilities of Cloud Rewind, an líder en eDiscoveryse recuperó de un grave ataque de ransomware.

En el sector de los servicios financieros, unaimportante entidad hipotecaria decreased cloud application resilience cost by 85% with Cloud Rewind. Finally, leveraging Cloud Rewinds’ app-centric BCDR approach, a global cloud solutions provider achieved a 99.9% cloud app resilience SLA.

Cloud como nunca antes

Commvault Cloud Rewind un punto de inflexión en la forma en que las organizaciones abordan la resiliencia. En lugar de depender de herramientas fragmentadas o procesos de recuperación rígidos, Cloud Rewind una arquitectura cloud que se adapta al ritmo de los cambios. Con una automatización profunda, una recuperación centrada en las aplicaciones y resultados probados en todos los sectores, permite a las organizaciones proteger lo que importa, recuperarse más rápidamente y operar con confianza.

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La mayoría de los sitios web de documentación empresarial que incluyen bloques de código utilizan estilos que indican marcadores de posición. Se supone que la intención debe quedar clara y que los lectores deben saber qué deben modificar,pero la experiencia deja que desear.Estos mismos estilos también se utilizan para resaltar texto,etiquetas de la interfaz de usuario o sintaxis en otras partes de la documentación. Entre los marcadores de posición más comunes que utilizan los equipos de redacción técnica para identificar bloques de código —y que se emplean como otros estilos— se incluyen:

  • Cursiva
  • {Acordeones}
  • Negrita
  • ejemplo_nombre_##
  • MAYÚSCULAS
  • Alguna combinación de lo anterior.
  • Algo completamente diferente

This overlap makes placeholder tracking and management more complex than it should be. On a small scale,this can feel like a nuisance. But as documentation libraries grow and spread across teams and years,it creates problems for both authors and readers. What is meant to simplify placeholder management instead complicates it,because the same styling is reused elsewaquí.

The result can put you in a familiar position: You must figure out the placeholder convention and attempt to update them all if you want to succeed. If you miss one placeholder,the command may not work as expected. Other issues can appear,such as errors,unexpected configurations,or even settings you didn’t know could be changed.

Other code block approaches only go so far:

  • Static blocks (with or without syntax highlighting) are essential when you already know the values. They are fast and copy-to-run ready. These are best when you don’t need to modify anything.
  • Inline editors go to the other extreme and enable you to update text directly within the code block,but often at the expense of context – undo becomes unreliable and small mistakes erase the structure you need.
  • Developer API editors let you try out requests in real time,and they’re a great fit when the main audience is developers working directly with APIs. But enterprise documentation serves broader roles and use cases,and that style of interactivity is often missing waquí it would still add value.

Reducir la brecha con bloques de código interactivos

Nuestros bloques de código interactivos cierran esta brecha al convertir una parte históricamente frágil de la documentación (el marcador de posición) en algo claro,editable y escalable.

You get the same command as before with the same formatting and structure,only now the placeholders have become editable fields. Each one has a clear label (like before) so you don’t have to interpret symbols or rely on guesswork.

You update the values right inside the block,with the surrounding context still visible. That means you see the example,the rest of the page’s contents,and your inputs all in one place. It can help you shape a more relevant snippet before you click Copy.

You can change those values before copying them or leave them as-is and edit them later in another editor. Either way,the structure stays the same and what you copy reflects exactly what you see in the block.

Placeholders in a code block that have the same name become linked. When you change the value of a placeholder field above the code block,all linked fields can update at the same time so that you can more consistently edit fields that have the same placeholder value. This helps reduce potential find and replace mistakes when working in a text editor.

El cambio de experiencia

Este cambio resuelve dos problemas a la vez. Para los lectores,reduce las conjeturas y evita errores. Ya no hay que descifrar llaves ni corchetes angulares. Para los autores,separa la semántica del estilo,lo que permite realizar un seguimiento,auditar y actualizar los marcadores de posición mediante programación. Esto permite el control de versiones,las reglas de validación y la coaquíncia en todos los entornos. Las inconsistencias aquídadas se corrigen sobre la marcha,lo que facilita el mantenimiento general de la biblioteca.

Los bloques de código interactivos convierten una de las partes más difíciles de la documentación —los marcadores de posición basados en el estilo— en algo preciso,fácil de mantener y rápido de usar. La experiencia se percibe como intencionada,en lugar de improvisada. Y,por primera vez,la gestión de ejemplos de código a gran escala genera oportunidades de mejora en lugar de obstáculos.

Ahora en directo en Software,SaaS y más

Esta experiencia ya está disponible en nuestro sitio web de documentación sobre software (versiones11,42,11:40,11,36,and 11,32),SAAS,and other related sites on https://documentation.commvault.com/.

Try it out the next time you browse and run across a code block – edit a few fields,click “Copy,” and see how much easier it is to get started after you bring it into your editor.

Notas:
  • Carefully review any code before you run it,whether it’s from an interactive or static code block.
  • When you refresh a page after changing placeholders in an interactive code block,all changed placeholders revert to their default values.

Más información sobre el uso de bloques de códigoaquí.

 

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En la carrera por implementar la IA, las organizaciones están realizando importantes inversiones en la seguridad de la infraestructura tradicional. Los equipos de ciberseguridad están implementando sistemas avanzados de detección de amenazas para los terminales y desplegando arquitecturas de «confianza cero» para entornos en la nube. Sin embargo, muchos están prestando menos atención a un componente crítico de los sistemas modernos de IA: la capa de orquestación que conecta los modelos de IA con las fuentes de datos y las aplicaciones empresariales.

Esta capa intermedia incluye la infraestructura que hace que la IA funcione en entornos empresariales: bases de datos vectoriales que almacenan representaciones, repositorios de modelos, canalizaciones de datos que procesan cargas de trabajo de IA, marcos de coordinación de agentes y plataformas de orquestación como el Model Context Protocol (MCP). A diferencia de las aplicaciones empresariales tradicionales, muchos de estos sistemas carecen de marcos de seguridad y buenas prácticas consolidados.

El nuevo reto: las brechas de seguridad en la infraestructura de IA

Traditional security models were designed for databases, web servers, and file systems with well-understood attack vectors. AI infrastructure introduces new components that don’t always fit neatly into existing security frameworks. Vector databases store high-dimensional embeddings, model registries house trained algorithms, and orchestration platforms coordinate between AI agents and external systems.

Take MCP as an example. While MCP itself incorporates security considerations, the broader ecosystem of AI orchestration frameworks often operates with different security assumptions than traditional enterprise applications.

Investigación from organizations like NIST has highlighted that AI systems frequently require elevated privileges to access diverse data sources, communicate across network boundaries for model inference, and integrate with legacy systems not designed for AI workloads.

This creates an expanded attack surface. According to recent security research, compromise of AI orchestration layers can enable attackers to manipulate model outputs, corrupt training processes, or gain access to the valuable datasets and custom models that represent significant organizational investment.

La consolidación de datos genera nuevas concentraciones de riesgo

AI adoption has accelerated data centralization initiatives across industries. Organizations are aggregating diverse datasets into centralized repositories to enable machine learning workflows. While platforms like Databricks and Snowflake have built robust security features, the challenge lies in the volume and variety of data being consolidated.

These repositories often contain some of the most sensitive organizational data: customer behavioral patterns, proprietary research datasets, financial transaction records, and competitive intelligence. The security challenge isn’t necessarily inadequate access controls, but rather the concentration of high-value data in systems optimized for analytics rather than security.

A particular concern is training data integrity. Security researchers have demonstrated that subtle corruption of training datasets can introduce persistent vulnerabilities into AI models. For instance, researchers at universities have shown how poisoned datasets can cause fraud detection models to systematically miss specific attack patterns, or cause recommendation systems to exhibit subtle biases that may not be detected for months.

Entre los ejemplos del mundo real se incluyen:

La magnitud de los conjuntos de datos de entrenamiento de la IA moderna agrava estos riesgos. Cuando las organizaciones procesan petabytes de datos de entrenamiento, las medidas de seguridad tradicionales puntuales, como la gestión exhaustiva de claves de cifrado y el registro detallado de accesos, se vuelven operativamente complejas. Las organizaciones necesitan enfoques de seguridad diseñados para la escala y la velocidad del procesamiento de datos de IA.

Los modelos de IA, como activos de gran valor, requieren una protección especializada

Trained AI models represent significant organizational investment – often millions of dollars in development costs and months of training time using expensive computational resources. More importantly, they embody institutional knowledge and competitive advantages developed over years.

However, many organizations apply traditional data security approaches to AI models without accounting for their unique characteristics. Unlike conventional intellectual property, AI models face specific threat vectors:

Model extraction attacks: Investigacióners have demonstrated techniques where attackers can query a model repeatedly to reverse-engineer its functionality or training data. Google’s research team has published studies showing how this can be accomplished against various types of production models.

Adversarial attacks: These cause models to make specific mistakes or reveal information about their training data. The field of adversarial machine learning has documented numerous examples across different model types and use cases.

Model stealing: Beyond intellectual property theft, stolen models can reveal insights about business processes, customer patterns, and strategic approaches. For example, a compromised fraud detection model provides information about an organization’s risk assessment methodologies and customer transaction patterns.

Entre los casos documentados se incluyen:

  • Investigación showing extraction attacks against commercial APIs from major cloud providers.
  • Estudios demonstrating how recommendation model theft reveals user behavior patterns.

Las organizaciones están empezando a implementar medidas de seguridad especializadas para los modelos de IA, incluidos sistemas de control de versiones de modelos que detectan modificaciones no autorizadas, arquitecturas de servicio seguras que limitan la exposición de los modelos y procedimientos de respuesta a incidentes diseñados específicamente para situaciones de compromiso de la IA.

Creación de una seguridad adecuada para la infraestructura de IA

El reto de la seguridad de la infraestructura de IA supone un cambio en las prioridades de seguridad de las empresas. La seguridad tradicional del perímetro y de los terminales sigue siendo importante, pero las organizaciones también deben proteger los sistemas en los que existen activos valiosos en forma de algoritmos, en los que los procesos autónomos operan con privilegios elevados y en los que los procedimientos de entrenamiento consumen enormes recursos computacionales en sistemas distribuidos.

Las organizaciones líderes están desarrollando marcos de seguridad específicos para la IA que abordan estas características únicas. Esto incluye la implementación del seguimiento del linaje de datos para los flujos de trabajo de entrenamiento de la IA, el establecimiento de procesos seguros de desarrollo y despliegue de modelos, y la creación de sistemas de supervisión diseñados para detectar patrones de ataque específicos de la IA.

La comunidad de seguridad está desarrollando activamente soluciones para estos retos. Organizaciones como el NIST están publicando marcos de seguridad para la IA, los proveedores de servicios en la nube están incorporando funciones de seguridad específicas para la IA a sus plataformas y los proveedores de seguridad están desarrollando herramientas diseñadas para la protección de la infraestructura de IA.

El camino a seguir implica:

  • Implementar controles de seguridad diseñados para los riesgos y vectores de ataque específicos de la IA
  • Desarrollar procedimientos de respuesta ante incidentes que tengan en cuenta las características de los sistemas de IA
  • Crear capacidades de supervisión y detección de amenazas específicas de la IA
  • Establecer marcos de gobernanza para la gestión de datos y modelos de IA

Las organizaciones que aborden de forma proactiva la seguridad de la infraestructura de IA estarán mejor posicionadas para aprovechar las ventajas de la IA y gestionar al mismo tiempo los riesgos asociados. A medida que los sistemas de IA adquieren un papel cada vez más central en las operaciones empresariales, las estrategias de seguridad deben evolucionar para proteger estos nuevos activos y procesos de forma eficaz.Regístrate ahoraen nuestro evento virtual SHIFT para obtener más información sobre nuestras innovaciones de producto y estrategias de resiliencia para tu organización.

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How do you take 40 minutes of viewpoints from a panel of leading experts and condense it into a 5-minute read designed to provide you with actionable advice you can immediately use? That’s the challenge I posed to myself as I prepared to write this blog, so let me know if I delivered.

The panel: Nathan McAfee, Lead Economic Validation Analyst at Enterprise Strategy Group; Jaimie Fox, Azure Technology Strategist at Microsoft; and Chris DiRado, Principal Technologist at Commvault.

Their goal: Unpack the key findings from this crucial research (Validación económica de Enterprise Strategy Group), lo que ofrece una visión lúcida de cómo las organizaciones pueden prepararse para lo inevitable y recuperarse de ello.

Lo que está en juego en una recuperación lenta

A cyberattack’s impact isn’t just about the initial breach; it’s the prolonged downtime that cripples operations, erodes customer trust, and racks up exorbitant costs. As Nathan explained, the study aimed to quantify the real-world difference a modern, integrated recovery solution could make.

The findings highlight a stark contrast between traditional approaches and a prepared strategy. Without an effective plan, organizations face extended outages; significant data loss; long-lasting brand damage; and a painful, manual recovery process that can take weeks or even months.

La solución: una defensa unificada con Commvault y Azure

The study focuses on the economic benefits of the joint solution from Commvault and Microsoft Azure. This isn’t just about backup; it’s about a holistic cyber resilience platform. Jaimie emphasized the power of the integration, which provides a secure, scalable, and intelligent foundation for data protection: “The power of the Commvault solution is in the simplicity and the thoroughness. How easy it is to do these recoveries … and in the automation of the rebuild process using Azure AI and on-demand Azure tenants.”

Hallazgos revolucionarios: resultados comunicados por los clientes

The study provided hard numbers to back up the solution’s value. Organizations using the joint Commvault and Azure solution achieve:

  • 99% faster recovery: The most dramatic finding: where organizations previously required 8.7 hours on average (with some taking 24 days for full recovery), the joint solution between Commvault and Azure enabled one customer recovery in under an hour. Nathan noted: “The 99% faster recovery – I could put decimals on that because we had so many stories of scenarios that took months to do, and now we did it in hours.”
  • 30x more frequent testing: Organizations moved from annual tests of single systems requiring 40 FTE hours, to comprehensive monthly testing of entire ecosystems completed in 30 minutes. One customer shared: “It used to take 24 to 36 hours to recover a single server instance. We can now restore everything in less than an hour.”
  • Zero reported non-recoverable events: Every customer interviewed reported zero non-recoverable events since implementing the solution. “Every person that I interviewed told me that since they’ve gone to this solution, they haven’t had a single non-recoverable event,” Nathan emphasized.
  • Reconstrucción un 94 % más rápida: El estudio puso de manifiesto que, gracias a la tecnología Cloud Rewind, los tiempos de reconstrucción se redujeron en un 94 %, lo que permite una rápida restauración de entornos de aplicaciones e infraestructuras completas.
  • Reducción drástica de los costes: los costes medios de las pruebas se redujeron de 141 864 dólares al año a menos de 11 000 dólares, a pesar de que, en algunos casos, la frecuencia de las pruebas aumentó hasta llegar a ser diaria.

La transformación de la mentalidad: de la esperanza a la certeza

The most powerful insight from the research wasn’t about technology – it was about mindset. Nathan repeatedly emphasized organizations moving from hoping their recovery plans would work to knowing they will.

“We were comparing hope vs. certainty,” he explained. “Certainty is a word you hear me say a lot because that really came out in the customer stories.”

As one global infrastructure director put it: “I wake up every day, check my Cleanroom Recovery report about the previous night’s restore, and know we are protected and can recover. We have eliminated downtime by always being able to recover from cyber events.”

The certainty shines through in being able to test recoverability of more than just one component. Nathan shared, “I went into this thinking about data recovery without thinking about ecosystem recovery. They’re now testing the recoverability of their entire ecosystem.”

Study participants also discussed testing in true chaotic environments. “So much of testing is done in a very calm environment. While any type of true restore is done in a chaotic environment. I heard quite a few stories about how Commvault specifically helped simulate the chaotic environment. So, in the time when it did happen, it wasn’t the first time you went through a high stress recovery,” Nathan shared.

Información adicional: Aceleración de la IA a través de la confianza

Nathan shared additional findings from the research that are not called out in the report, including how organizations feel confident to accelerate their AI initiatives because they know they’re protected.

“AI comes with rapid change,” he explained, adding that the customers he interviewed “called out the assurance that no matter what happens, I can get to my minimum viable company somewhat quickly. It gave organizations more confidence in going through the rapid change that AI is injecting into their company.”

This confidence proves critical as organizations grapple with AI governance challenges. Jaimie highlighted: “One of the biggest concerns that most of my customers have with implementing AI now is how are we going to keep it safe, from an ethical standpoint, as well as from outages and a business continuity standpoint. With Commvault integrated with the Microsoft solution, the most complex and extremely large AI workloads are resilient and recoverable. Customers now have the confidence that their data is protected and recoverable with the resilience they need.”

Empieza hoy mismo tu transformación

The transformation from hope to certainty in cyber recovery isn’t just possible – it’s happening right now. The only question is: When will your organization make the leap?  Download the complete Validación económica de ESGlee el informe y ve el seminario web,Descifrando el código: Recupérate un 99% más rápido de los ciberataques, to hear from our expert panel. Use these as your blueprint to begin your organization’s transformation.

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The modern, tech-dependent businesses of today may not run entirely on Windows – but nearly every organization relies on it somewaquí. Whether through business applications, identity management, or the countless tools that keep operations moving, Windows remains a critical touchpoint across industries.

This widespread adoption brings with it a unique challenge: It makes Windows solutions the natural target for cyberattackers. The more common the technology, the more determined adversaries are to find vulnerabilities. Especially in an era waquí cyberattacks are growing in complexity and sophistication, this poses a monumental threat to digital businesses.

In an anterior del blog, analizamos la necesidad de pasar de una defensa reactiva a una proactiva. Sabemos que la visibilidad y la rapidez son fundamentales para el éxito de la Recovery. Ahora, con Threatwise v8.2, damos un paso más allá.

Al introducir sensores de amenazas preconfigurados para Windows Server 2022 y 2025, esta versión se basa en los cimientos que hemos sentado. Le ayuda a restaurar el sistema más rápidamente al comprender fácilmente el alcance del ataque y proporciona a los equipos de TI un sistema de alerta temprana más sólido para evitar que los ataques se propaguen.

Tecnología de engaño: ¿qué es y por qué es importante?

Commvault Threatwise leverages cyber deception technology to help redirect attacks and uncover threats. Deception technology plants digital lookalikes across your environment. These decoys mirror true company assets and network activity, yet they serve a very different purpose: to lure attackers into revealing themselves.

Threatwise extends this approach with decoys that are quick to deploy and simple to scale. These lookalikes trick criminals into believing they have gained access to an enterprise’s most critical systems, when in reality, they have pulled the virtual fire alarm.

While invisible to everyday users, the moment a bad actor interacts with a sensor, security teams receive a high-fidelity signal of compromise. Such early alerts help defenders prepare a response before damage escalates.

With v8.2, organizations gain access to preconfigured sensor templates for the latest Windows Server editions. This allows you to help protect your system with faster setups, broader coverage, and greater resilience.

Minimizar el radio de impacto

Every cyberattack carries a blast radius. When it comes to cybersecurity, the blast radius refers to the potential spread and impact of a single security breach or system failure.

For backup administrators, the blast radius translates into the scale of data corruption, downtime, and recovery complexity. The larger the impact, the longer and more expensive the recovery. What’s more, beyond the operational disruption and economic losses, these attacks also can damage company reputation and trust, potentially undoing years of dedicated service.

In our proactive detection series, we discussed how reducing the blast radius requires early detection, rapid isolation, and clean recovery environments. Deception technology aligns with this model. Triggering alerts early in the attack lifecycle can help defenders contain an attack before it cascades across production systems. This early visibility can give responders the needed head start, providing valuable time to preserve clean data and maintain operational continuity.

Superar las adversidades: por qué los administradores de copias de seguridad necesitan Threatwise

In our highly competitive business ecosystem waquí speed is non-negotiable, backup administrators face a unique set of challenges. Recovery windows are shrinking, applications with exponentially larger data sets, and more and more complex infrastructure, often spanning across hybrid or multi-cloud environments.

In this environment, Commvault’s deception technology can help data administrators thrive in the face of adversity in several ways:

  • Cómo funciona: Los señuelos preconfigurados imitan a los hosts de las aplicaciones, lo que permite a los administradores crear rápidamente réplicas y multiplicarlas en instancias vacías. Con Threatwise v8.2, las plantillas de sensores para Windows Server 2022 y 2025 ofrecen cobertura para los sistemas más recientes.
  • En qué consiste: Basándose en los SLA de la organización, Threatwise puede señalar qué sistemas deben tener prioridad y ayudar a proteger los activos más valiosos de la empresa.
  • El porqué: Las señales tempranas de alta fidelidad pueden reducir la incertidumbre durante un incidente al proporcionar información crítica sobre las amenazas. Los administradores de copias de seguridad pueden identificar con precisión las aplicaciones infectadas que requieren una restauración. Además, pueden preparar de forma eficaz entornos «cleanroom» para validar los datos y los procesos de restauración.

Estas capacidades ayudan a los administradores a tener claridad y confianza, incluso en los momentos de mayor presión de una emergencia de Recovery.

Juntos somos más fuertes: colaboración y sinergia entre TI y seguridad

Threatwise proporciona a las empresas las herramientas necesarias para proteger sus activos frente a las ciberamenazas modernas y el ransomware. Sin embargo, la detección solo es tan eficaz como la respuesta que le sigue.

Threatwise, como parte de Commvault Cloud, se integra con las principales soluciones SIEM y SOC, lo que permite que las alertas fluyan entre las operaciones de TI y de seguridad. Esta colaboración facilita una coordinación más rápida, una comunicación interfuncional, una conciencia organizativa compartida y un plan unificado de respuesta ante incidentes.

Además, la verdadera oportunidad radica en cómo las operaciones de copia de seguridad pueden dar forma a la estrategia de seguridad más amplia al asumir el papel de innovadoras. Al asumir este papel y alinearse con el equipo de seguridad, los administradores de copias de seguridad contribuyen a pasar de una defensa reactiva a una resiliencia proactiva. Las pruebas rutinarias de los manuales de respuesta y las iniciativas de Recovery refuerzan esta sinergia y generan confianza en el poder de un enfoque proactivo.

Qué significa esto para el futuro de la ciberresiliencia

Threatwise v8.2 helps make deception technology simpler to deploy and more effective against ever-evolving threats. By extending coverage to the latest Windows Server editions, it helps organizations stay a step ahead of attackers who seek to exploit vulnerabilities of the most widely used enterprise systems.

Early warning signals are not a luxury for a cyber resilient organization; they are vital for building business continuity by creating rapid recovery options. With deception in place, powered by Threatwise, organizations can face tomorrow’s threats with confidence.

Learn more about Threatwise aquí.

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AI and analytics are driving competitive advantage across every industry. At the heart of this transformation are data lakehouses built on Apache Iceberg, now one of the fastest-growing standards for structured data on object storage such as Amazon S3. From retail and healthcare to finance and tech, Iceberg is powering the pipelines that fuel AI-driven insights.

But while adoption is surging, resilience has not kept pace. Native Iceberg tools weren’t built for long-term protection. They fall short when it comes to compliance, ransomware resilience, and rapid recovery. For businesses, that gap means more than data loss – it can result in regulatory fines, flawed AI models, and costly downtime that undermines innovation.

When Native Tools Fail: A Financial Firm’s Story

Consider a global financial services firm processing billions of trades every day. Every few minutes, trades are written into Iceberg tables. Regulations require this firm to keep a full history of transactions for seven-plus years.

With native Iceberg snapshots, this can quickly become unmanageable. Too many snapshots can create performance bottlenecks, and recovering to an event from just five months ago requires a slow, manual process. In finance, where downtime equals millions of dollars in losses, that’s simply unreasonable.

And the challenge isn’t limited to finance. Any industry running AI and analytics on Iceberg may face the same risks: limited retention, fragile recovery, and exposure to ransomware.

Why Generic S3 Backups Aren’t Enough

Some organizations turn to standard S3 backup tools as a workaround. While these can be air-gapped, they copy data files but don’t preserve the relationships that define an Iceberg table.

That means recovery isn’t a simple restore – it’s a complex, manual “rewiring” process to rebuild the entire table structure. For a financial firm with billions of trades, that translates into extended downtime, higher costs, and potential data loss.

Clumio can eliminate this problem by natively understanding Iceberg, enabling recovery that is fast, accurate, and transactionally consistent.

Un camino inteligente hacia el futuro: Clumio para Apache Iceberg

Commvault is closing this gap with the industry’s first and only solution to deliver Iceberg-aware, air-gapped cyber resilience: Clumio for Apache Iceberg on AWS.

Here’s what makes it different:

  • Unlimited retention without performance hits – adhere to long-term compliance requirements without slowing down production environments.
  • Air-gapped, immutable protection – designed to defend against ransomware, account compromise, and accidental deletions.
  • Fast, Iceberg-aware recovery – ability to restore to any point in time or named snapshot with full table integrity.
  • Cross-region and cross-account recovery – extend resilience across AWS environments for verifiable disaster recovery.
  • Cost-efficient, incremental backups – enables capturing only changes to minimize costs while scaling with massive workloads.

Lee el anuncioen nuestro comunicado de prensa para obtener más detalles.

Instantáneas nativas frente a copias de seguridad genéricas de S3 frente a Clumio para Apache Iceberg

Capacidad Instantáneas de Native Iceberg Copias de seguridad genéricas de S3 Clumio para Apache Iceberg en
Retención Limitada; puede provocar cuellos de botella en el rendimiento si se crean demasiadas instantáneas Posible a largo plazo, pero solo a nivel de archivo Ilimitada, rentable y diseñada para garantizar el cumplimiento normativo
Air-gapped protection ✘ Lives in same AWS account (lost if table deleted) ✓Can be air-gapped, but not Iceberg-aware ✓Air-gapped, immutable vault for ransomware resilience
Proceso de Recovery Manual, especialmente para instantáneas antiguas Manual “rewiring” of table metadata and manifests Recovery rápida, automatizada y compatible con Iceberg
Integridad de los datos Consistencia transaccional, pero responsabilidad en materia de gobernanza y cumplimiento normativo Desconocimiento de los metadatos de Iceberg; restauraciones inconsistentes Restauraciones con fidelidad total y coherencia transaccional
A escala empresarial Poco práctico para la retención a largo plazo; altos costes de almacenamiento Inestable y propenso a errores a gran escala Probado a escala de petabytes con miles de millones de objetos

 

Por qué es importante para su empresa

Clumio doesn’t just protect files – it can safeguard your AI and analytics investments so they can deliver results. This new capability helps enterprises:

  • Acelera la innovación en IA con confianza protegiendo los datos que alimentan los flujos de trabajo críticos.
  • Evita las sanciones por incumplimiento normativo gracias a una retención ilimitada y rentable de instantáneas.
  • Recupérate en cuestión de minutos, en lugar de días, gracias a la automatización compatible con Iceberg, diseñada para eliminar los procesos manuales y poco flexibles.
  • Refuerza la resiliencia cibernética con una protección real mediante aislamiento físico frente al ransomware y las amenazas internas.

Construir resiliencia de cara al futuro

As data lakehouses become the backbone of digital business, resilience shouldn’t be an afterthought. With Clumio for Apache Iceberg on AWS, enterprises finally have a solution that matches the scale, speed, and criticality of their AI and analytics workloads.

Because in the end, it’s not just about protecting data. It’s about protecting your business.

Descubre cómo proteger las tablas de Icebergadministradas por AWS Glue y las tablas de Amazon S3 con resiliencia compatible con Iceberg. ¿Te interesa saber más?Solicita una demostracióny regístrate hoy mismo para obtener unaprueba gratuita en AWS Marketplace today.

 

 

 

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Ransomware attacks have become inevitable in today’s threat landscape, emerging as a major concern for all businesses. In fact, ransomware incidents have surged dramatically in the first half of 2025, resulting in a Aumento del 49 % compared to the same period in 2024.

Now, as organizations face even more sophisticated threats designed to encrypt data, paralyze operations, and exploit recovery processes, these numbers show no signs of slowing down.

The stakes are rising, and it’s increasingly evident that when disaster strikes, simply having backup isn’t enough. Organizations can’t adopt a reactive security posture and hope to function successfully. You need immutable data, intelligent detection of threats, clean recovery and testing of recovery plans, and 24/7 protection.

Commvault delivers a deeply integrated, multi-layered ransomware defense framework that prioritizes security, speed, and confidence. By combining state-of-the-art threat detection, isolation, and recovery mechanisms with partner intelligence, Commvault helps enable cyber resilience.

This article explores four components of Commvault’s ransomware defense strategy: inmutabilidad de los datos, real-time threat scanning, validated recovery, and intelligent recovery automation. Together, these capabilities form a complete and dependable response to one of the most persistent challenges plaguing modern IT teams.

La inmutabilidad de los datos: la primera línea de defensa

Data immutability is integral to any successful ransomware defense strategy. In a world waquí ransomware increasingly targets not just production systems but backup infrastructure itself, immutability is a critical safeguard. Commvault leverages inmutabilidad de los datos with an array of capabilities designed to help keep your data tamper-proof. This is achieved through immutable storage, layered access controls, and enforced authorization protocols.

Here’s a closer look at Commvault’s inmutabilidad de los datoscapacidades:

  • Immutable storage: Commvault implements a multi-layered approach to immutability. It combines its own software-level controls with hardware-enforced and cloud-based WORM (write-once, read-many) technologies. Retention Lock (formerly WORM Copy) prevents premature deletion or aging of backups, even by administrators, and protects against actions like removing storage policies or deleting storage libraries. This is a significant form of defense against rogue administrators or malicious attackers.
    Similarly, for hardware-enforced immutability, Commvault integrates with storage platforms that support the industry-standard S3 Object Lock API. S3 Object Lock operates in two primary modes: governance and compliance. While governance mode helps protect against accidental deletions and retains administrative flexibility, it is primarily suited for internal controls. The stricter compliance mode, on the other hand, enforces unbreakable retention periods and is designed to meet stringent regulatory requirements such as SEC Rule 17a-4, FINRA, and HIPAA 12.
    When Commvault writes backup data to an Object Lock–enabled target, such as an AWS S3 bucket or Zadara object store, it sets the Object-Lock-Retain-Until-Date metadata timestamp. Any API call to modify or delete the object before that date is rejected by the storage system, regardless of user permissions. Commvault also adds a default 7-day grace period to the WORM lock retention period configured in the software.
    Finally, on HyperScale X, Commvault’s scale-out integrated appliance, Commvault delivers immutability end-to-end using Retention Lock, a hardened OS, and an immutable file system. This integrated stack is certified for SEC 17a compliance, making it a powerful all-in-one solution for immutable storage.
  • Air Gap Protect: La protección mediante aislamiento físico se ofrece a través de un entorno de copia de seguridad gestionado por Commvault y aislado lógicamente, que cifra los datos, los separa de la red de producción y elimina los costes de salida de datos. Esta función está activada de forma predeterminada para los clientes de Commvault SaaS, lo que ayuda a mantener los datos protegidos incluso si los sistemas de producción se ven comprometidos.
  • Aplicación del modelo «zero-trust»: Commvault aplica estrictos principios de «zero-trust» a la infraestructura de copias de seguridad mediante el control de acceso basado en roles, la autenticación multifactorial y la gestión del acceso privilegiado. Estas capas limitan la exposición y garantizan el acceso con el mínimo privilegio, lo que reduce el impacto de las credenciales comprometidas.
  • Autorización múltiple: Para evitar modificaciones malintencionadas o accidentales en las políticas de protección, Commvault exige aprobaciones basadas en quórum para las operaciones sensibles. Esto ayuda a evitar que un solo administrador desactive o elimine datos protegidos sin supervisión.

Información sobre amenazas en tiempo real: detección y contención proactivas

Commvault’s Threat Scan suite is a cornerstone of its ransomware defense. Malicious files and programs can make their way into backups and stay hidden, waiting for the perfect opportunity to strike. So, Commvault’s real-time threat intelligence is designed to identify threats at every stage: during backup, after backup, and before restore.

Commvault is also the only cyber resilience vendor with built-in deception capabilities such as Threatwise sensors and canary files. These tools can trigger alerts while a threat actor is performing reconnaissance and before ransomware even reaches backup data.

Real-time threat detection is brought to life with these powerful features:

  • Análisis en línea, previo y posterior a la copia de seguridad: aunque Threat Scan es una actividad posterior a la copia de seguridad, Commvault supervisa activamente los indicadores de ransomware durante las fases en línea y previas a la copia de seguridad. Esto incluye la búsqueda de cambios en atributos como el tipo MIME, el tamaño de la copia de seguridad y el aumento de extensiones específicas que reflejan la actividad del ransomware.
    Con este enfoque integral, tanto si los datos están en tránsito, como si acaban de almacenarse o se están restaurando, se inspeccionan continuamente en busca de amenazas ocultas o latentes. Esto permite una detección temprana y ayuda a eliminar los puntos ciegos.
  • Signature-based and AI/ML detection: Commvault leverages Avira’s anti-malware SDK, a trusted OEM engine used widely across the industry, to massively enhance its defensive capabilities. This engine includes several detection layers that combine to provide a comprehensive security approach.
    Signature-based scanning compares file hashes against Avira’s vast malware signature database. Updates occur every 24 hours to keep the engine current with emerging threats. This database is automatically updated every 24 hours via a secure connection to Avira’s update servers, providing protection against the latest cataloged threats.
    Similarly, for malware that is not yet in the signature database, the Avira engine uses heuristics to analyze the code structure, behavior, and characteristics of a file. This allows it to identify variants of known malware families and other suspicious code, even without an exact signature match.
    Finally, Machine Learning (MicroVision™), Avira’s local ML model, evaluates a broad set of code attributes and anomalies to identify previously unseen threats. It is especially effective against zero-day malware that lacks a known signature but shows signs of malicious behavior.
  • Entropy and MIME Mismatch Analysis: Commvault uses encryption detection models, consisting of multiple statistical features, to identify encrypted or disguised files. One such feature is entropy, which measures the level of randomness in data at the binary level. High entropy can indicate ransomware encryption, but it is just one of several properties used in Commvault’s encryption detection model.
    In parallel, MIME mismatch detection flags files waquí the content does not match the expected file type, such as a script disguised as a PDF. These techniques help uncover dormant threats that might otherwise go unnoticed.
  • Detección de anomalías: Commvault supervisa continuamente las desviaciones en el comportamiento. Los picos inusuales en el volumen de las copias de seguridad o los cambios en los patrones de datos se consideran señales de alerta. Una vez detectadas estas anomalías, se pueden investigar de inmediato, lo que contribuye a su contención temprana.

Recovery integral: aislada, validada y automatizada

As ransomware grows in complexity and speed, clean recovery is imperative. With ransomware, restoring the wrong version can cause re-infection, operational downtime, or compliance failures. And it can be detrimental to company trust, confidence, and long-term success. Commvault addresses these risks with a set of validated recovery options that not only help restore clean data but also help verify its safety before it ever touches production systems.

Commvault’s Cleanroom creates a secure, isolated recovery environment for testing and validating backup data before reintroduction. This setup is ideal for running malware scans without risking spread to production. What’s more, cleanrooms are provisioned on-demand in the cloud, avoiding the need for dedicated infrastructure.

Within the cleanroom, Commvault supports a wide range of workloads, including virtual machines, file systems, and Active Directory. This flexibility allows teams to simulate live environments and fully verify operational readiness.

Cleanroom enhances Commvault’s ransomware defense:

  • Flujos de trabajo de recuperación automatizados: Commvault automatiza todo el ciclo de vida de la recuperación, desde la identificación de puntos limpios hasta la restauración final de las cargas de trabajo. Estos flujos de trabajo contribuyen a reducir el esfuerzo manual, garantizan la coaquíncia y ayudan a los equipos a cumplir objetivos de recuperación exigentes.
  • Pave y Repave: Para los sistemas comprometidos a nivel del sistema operativo, Commvault ofrece funciones de «pave» y «repave». Este método restaura los equipos utilizando imágenes limpias del sistema operativo y, a continuación, superpone los datos del cliente procedentes de la copia de seguridad. El resultado es un sistema totalmente reconstruido, libre de malware o manipulaciones a nivel del sistema operativo.
  • Bad file indexing: During scanning, Commvault marks any infected or suspicious file versions as “bad.” These tags are automatically referenced during recovery, enabling the platform to select clean restore points without manual review.

Auto Recovery e inteligencia operativa: rápida, coordinada y escalable

Recovering clean may be the most essential aspect, but recovering fast is also a priority. Commvault’s auto recovery capabilities allow organizations to restore systems at scale with speed, confidence, and minimal manual effort. These capabilities combine intelligent orchestration, integrated scanning, and real-time visibility to drive recovery resilience.

Here’s a deeper analysis of Commvault’s automated operational intelligence solutions:

  • Auto recovery orchestration: Commvault automatically detects the most recent clean recovery point and initiates restore workflows based on pre-defined policies. These orchestrated processes eliminate guesswork and help reduce the time it takes to bring systems back online after an attack. The full Commvault auto recovery process involves automated steps detailed aquí.
  • Integración de Threat Scan: Las cargas de trabajo recuperadas se analizan como parte del flujo de trabajo de Recovery antes de volver a producción. Este proceso refuerza la confianza en los datos restaurados, ya que ayuda a garantizar que estén libres de malware oculto o amenazas residuales.
  • Informes de validación de la recuperación: Cada operación de recuperación genera un informe detallado en el que se describen los resultados del análisis, las anomalías detectadas y las medidas correctivas adoptadas. Estos informes proporcionan a los equipos de seguridad una visibilidad inestimable sobre qué se ha recuperado y por qué.
  • Panel de control de Security IQ: El panel de control de Security IQ ofrece información en tiempo real sobre el riesgo de ransomware, la exposición de los datos y la Readiness general para la recuperación. Ayuda a los administradores a identificar puntos débiles críticos, realizar un seguimiento de las mejoras y actuar ante los cambios según sea necesario.

Resiliencia frente al ransomware cuando más importa

Commvault’s ransomware defense architecture is an intelligent, multi-layered ecosystem. From the moment data is backed up to the second it’s restored, every layer is protected, validated, and recoverable. With a comprehensive design that encompasses every aspect of ransomware defense, Commvault gives your businesses confidence, trust, and resilience.

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La resiliencia es la esencia de todo lo que hacemos aquí en Commvault.Tal y como ya comentamos earlier this year, we are proud to partner with Warrior Canine Connection (WCC) in its mission to create resilience and strength within the veteran community.

This is a cause close to our hearts and foundational to our VALOR Employee Group’s mission to honor our veterans and increase veteran recruitment and retention, while bolstering our community outreach and building a military-friendly culture that is inclusive of all.

Over the past couple of months, we’ve been thrilled to have members of WCC, including some furry friends, join us at customer and partner events across the United States. Heidi Pius on our Sales Engineering team has witnessed the pawsitive effect these service animals have had on everyone they encounter.

“Commvault’s partnership with WCC highlights the powerful combination of innovation and resilience in supporting veterans,” Heidi said. “This partnership helps both of us further veteran resilience through the healing power of service animals.”

Here are some highlights from our events throughout the summer:

Commvault’s Annual Public Sector Partner Day – Stone Tower Winery in Leesburg, Virgina.

WCC were the capstone presenter at our Annual Public Sector Partner Day and showcased how the organization furthers veteran resilience and helps military heroes reconnect with life, their families, and their communities through the healing power of service animals.

 

AWS Summit – Washington DC

WCC added a special touch to our booth at the AWS Summit in Washington, D.C. When the service dogs weren’t present in the booth, we had people asking about them and when they would return to the booth – we even ran out of mission cards during the event.

Having WCC as part of our booth experience is not only a great marketing tool but makes the booth experience relatable on another level – adding a human element that makes it real. The handlers were excellent in telling the story of resilience from both sides.

Having an impact is fundamental to our values and our culture. We’re committed to our partnership with WCC to raise awareness and help veterans receive the support and care they deserve.

To learn more about what it’s like to work at Commvault, visit our página de empleo.

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It’s no surprise that identity infrastructure, particularly Active Directory (AD), is a primary target for attackers. According to Gartner’s Guía de mercado sobre gobernanza y administración de identidades, more than 90% of Global 2000 organizations rely on AD for core identity and access management.

Yet, despite its critical role as the central nervous system of enterprise IT, AD security is often neglected, leaving it vulnerable to sophisticated attacks that can bring an entire organization to its knees.

The consequences of a compromised AD can be catastrophic, including widespread operational disruption, significant data loss, and a complete loss of trust. When attackers gain control of AD, they hold the keys to the kingdom – and they are able to move laterally, escalate privileges, and deploy ransomware with devastating efficiency.

Buenas prácticas para garantizar la resiliencia de Active Directory de cara al futuro

Para lograr una verdadera resiliencia frente a los ataques de denegación de servicio (AD) es necesaria una combinación estratégica de defensa proactiva, planificación meticulosa y sólidas capacidades de recuperación. No se trata simplemente de disponer de copias de seguridad, sino de fomentar una mentalidad que dé prioridad a la resiliencia y de aplicar una estrategia multifacética.

1. Recuperación del bosque de AD: planificación para el peor de los casos

A complete forest recovery remains the ultimate test of AD resilience. This involves the ability to restore the entire AD environment to a known-good state after catastrophic corruption or compromise.

  • Maintain regular, offline backups of all domain controllers.
  • Document and periodically validate the forest recovery process through tabletop exercises and simulations.
  • Leverage tools like Microsoft’s AD Forest Recovery Guide o soluciones automatizadas de terceros que reducen el tiempo de Recovery.
  • Las imágenes de Recovery deben mantenerse seguras, fuera de línea e inmutables.

Sin estos preparativos, las organizaciones corren el riesgo de sufrir interrupciones prolongadas, ya que recuperar el dominio de Active Directory (AD) manualmente sin un plan puede resultar muy complejo, propenso a errores y llevar mucho tiempo.

2. Recuperación de Entra ID: Protección y recuperación de cuentas de emergencia

Beyond restoring the forest, organizations should build resilience through Entra ID recovery – protecting and rapidly recovering break-glass accounts used in emergencies.

  • Maintain dedicated, highly secure and monitored administrative accounts that are disconnected from regular directory services (Tier-0 accounts).
  • Store credentials for these accounts in secure vaults (e.g., CyberArk, Azure Key Vault) with strict access controls.
  • Renueva periódicamente las credenciales y revisa los registros de acceso.
  • Simula situaciones de bloqueo o compromiso de cuentas para validar el proceso de Recovery.
  • Los Entra ID deben excluirse de los procesos habituales de sincronización de AD con entornos en la nube para reducir el riesgo.

Estas cuentas deben protegerse como si fueran las joyas de la corona, ya que su vulneración podría hacer fracasar por completo los esfuerzos de Recovery.

3. Fortalecimiento y supervisión proactivos

Esto constituye la base de cualquier programa eficaz de seguridad de AD. Las organizaciones deben implementar un modelo de acceso por niveles para aplicar el principio del mínimo privilegio, de modo que los usuarios y administradores solo tengan acceso a los recursos absolutamente necesarios para sus funciones.

Es fundamental realizar auditorías periódicas para detectar errores de configuración, como políticas de contraseñas débiles o permisos excesivos. Además, la implementación de soluciones avanzadas de detección y respuesta ante amenazas proporciona visibilidad en tiempo real de las actividades sospechosas, lo que ayuda a los equipos de seguridad a identificar y neutralizar las amenazas antes de que puedan agravarse.

4. Readiness para el Backup and Recovery inalterable

Las copias de seguridad deben almacenarse en una ubicación inmutable y aislada físicamente para protegerlas contra el cifrado o la eliminación por parte del ransomware. Esto proporciona un punto de recuperación limpio.

La Readiness para la recuperación va un paso más allá al validar periódicamente la integridad y la capacidad de recuperación de estas copias de seguridad. Al probar automáticamente el proceso de recuperación en un entorno aislado, las organizaciones pueden confirmar que sus copias de seguridad no solo están a salvo, sino que también son plenamente funcionales, lo que reduce el riesgo de que la recuperación falle durante una crisis real.

Un frente unido: la solución conjunta de HCLTech y Commvault

HCLTech y Commvault han forjado una sólida alianza para ofrecer una solución integral de resiliencia de identidades que automatiza la Recovery a nivel de bosque para Active Directory, lo que ayuda a reducir el tiempo de inactividad de días o semanas a horas. Con Commvault y HCLTech, los clientes pueden esperar:

  • Conocimientos y orientación estratégica de los expertos de HCLTech para diseñar, implementar y mantener un entorno de AD resiliente, alineado con los principios de «zero-trust».
  • Fortalecimiento proactivo, pruebas periódicas y supervisión continua.
  • Un plan de Recovery integral y a medida que incluye la recuperación automatizada a nivel de bosque, gracias a las capacidades líderes del sector de Commvault Cloud.
  • La protección unificada de los sistemas de identidad híbridos (AD + Entra ID) simplifica las operaciones y reduce la proliferación de herramientas, lo que permite una seguridad coherente en todos los entornos.

Together, HCLTech and Commvault provide a truly holistic approach to identity security and business continuity. By combining Commvault’s rapid, automated recovery technology with HCLTech’s strategic, security-first services, organizations are equipped not just to survive an AD-related disaster, but to emerge stronger.

This unified front helps keep your most critical identity infrastructure ready for the worst-case scenario, delivering a rapid, clean, and reliable recovery when it matters most. Don’t wait for a crisis to test your defenses. The time to act is now. Take the first step toward true AD resilience and help your organization prepare for any eventuality.

To learn more and demo the solution, visit the página de la solución de Active Directory.

 

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At Commvault, we believe that the well-being of our employees is fundamental to our success as a company. That’s why we’re committed to providing a comprehensive approach to wellness that addresses the various aspects of our Vaulters’ total wellbeing.

Recognizing that wellness encompasses more than just physical health, we’ve developed a multi-faceted approach that includes medical, financial, and physical wellness initiatives.

Presentamos una plataforma integral de bienestar

We’re thrilled to have recently launched our new wellness platform, CommWell. This innovative platform consolidates various wellness-related benefits into a single, user-friendly interface, making it easier for our employees to access the resources they need to maintain and improve their health. The platform offers a range of features, including:

  • Evaluaciones sanitarias para identificar áreas de mejora.
  • Planes de bienestar personalizados adaptados a las necesidades individuales.
  • Herramientas interactivas para seguir los progresos y fomentar hábitos saludables.

Al simplificar la gestión de las prestaciones de bienestar, nos esforzamos por dar a nuestros empleados, independientemente de su ubicación, acceso al apoyo que necesitan.

Apoyo a la salud mental con Spring Health

We understand that mental health is just as important as physical health. That’s why we’ve partnered with Spring Health, a global provider of mental health support services. Its comprehensive platform offers more than just traditional EAP services, providing:

  • 6 sesiones de asesoramiento para abordar problemas específicos de salud mental.
  • 6 sesiones de coaching para apoyar el crecimiento personal y profesional.
  • Acceso a un centro de cursos y recursos para el desarrollo continuo.

Fomentar el bienestar financiero con Origin

El estrés financiero puede tener un impacto significativo en el bienestar general. Para ayudar a aliviar esta carga, ofrecemos los servicios financieros de Origin, que proporcionan a los empleados acceso gratuito a asesores financieros y planificadores financieros certificados. La plataforma de Origin ofrece orientación especializada sobre una amplia gama de temas, entre los que se incluyen:

  • Estrategias y planificación fiscales.
  • Premios en acciones y optimización de los beneficios empresariales.
  • Presupuestos y gestión de tesorería.
  • Selección de inversiones y planificación de la jubilación.
  • Análisis de riesgos y planificación de seguros.

Additionally, Origin’s AI Budget Builder (currently available in the U.S. and soon to be expanded globally) provides a cutting-edge tool for managing finances.

Fomentar el bienestar físico con Wellhub

El ejercicio regular, la nutrición saludable y la atención plena son componentes esenciales del bienestar general. Para apoyar estos aspectos, ofrecemos acceso a Wellhub, una aplicación digital que proporciona una serie de recursos de fitness, nutrición y atención plena. En determinadas sedes, los empleados también pueden inscribirse en gimnasios por niveles, lo que facilita la incorporación de la actividad física a su rutina diaria.

Una cultura de atención y apoyo

At Commvault, we’re committed to creating a culture that prioritizes employee wellness and encourages our employees to value their wellbeing. By providing a comprehensive range of wellness initiatives, we’re empowering our teams to deliver for themselves first, which in turn allows them to thrive both personally and professionally.

To learn more about what it’s like to work at Commvault, click aquí.

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