--- title: "Resilience for the AI Stack | Commvault " type: "WebPage" language: "en-US" url: "https://www.commvault.com/solutions/ai-data-resilience" date: "2025-10-30T13:33:00-04:00" modified: "2026-06-23T08:54:35-04:00" description: "Protect AI data, pipelines, and infrastructure with immutable, air-gapped backups and rapid recovery. Commvault enables resilient, compliant AI workloads anywhere. " image: "https://www.commvault.com/ogimage/fb/38829/" breadcrumbs: - name: "Commvault Home" url: "https://www.commvault.com/" - name: "Solutions" url: "https://www.commvault.com/solutions" - name: "Ai data resilience" --- # AI Data Resilience - [Home](/) - Solutions - AI Data Resilience ## Resilience for the AI Stack Commvault Cloud helps protects the data, pipelines, and infrastructure that power AI. With immutable backups, air-gapped protection, and rapid recovery, organizations can safeguard AI workloads across hybrid and multi-cloud environments – and maintain trust in the data that drives innovation. - [Start a free trial](/free-trial) - [Prepare for the AI Reckoning at SHIFT](https://events.commvault.com/event/37d13403-72f6-4ef8-86ce-6107742cce6f/summary) ![](/wp-content/uploads/2025/10/ai-data-resilience-hero-650x650-1.png) --- - [Benefits](#Benefits) - [Features](#Features) - [Analyst Report](#Analyst-Report) - [Customer References](#Customer-References) - [Resources](#related-resources) [Request Demo](/request-demo) --- KEY BENEFITS ## Comprehensive protection for AI workloads Commvault Cloud delivers enterprise-grade resilience for the AI stack, helping organizations maintain data availability, integrity, and recoverability across hybrid and multi-cloud environments. --- ![](https://www.commvault.com/wp-content/uploads/2025/08/AI-Technology_Crocus_RGB-3.svg) --- ## End-to-end AI stack protection Safeguard every layer of the AI stack – including datasets, configurations, and model artifacts – with unified backup and recovery that span on-premises, hybrid, and cloud-native environments. ![](https://www.commvault.com/wp-content/uploads/2025/08/Binary-Code-Cloud_Crocus_RGB_6eef4d-1.svg) --- ## Immutable and air-gapped defense Protect AI workloads from cyber threats with immutable backups, air-gapped isolation, and layered integrity controls that help prevent corruption, deletion, or ransomware impact. ![](https://www.commvault.com/wp-content/uploads/2025/08/Disaster-Recover_Crocus_RGB.svg) --- ## Clean and consistent recovery Recover data, pipelines, and infrastructure quickly and confidently using verified recovery points that help maintain model accuracy, data consistency, and operational continuity. --- WHAT WE PROTECT ## Comprehensive coverage across the AI stack Commvault Cloud extends proven data protection and recovery to every layer of modern AI infrastructure – from data platforms to distributed storage and compute. Each environment benefits from immutability, air-gapped isolation, and rapid, validated recovery. ![](/wp-content/uploads/2025/10/AI-image-1088x870-1.png) --- --- ## Unified data and AI platforms Protect analytics and AI platforms that combine structured and unstructured data for model training, inference, and reporting. Commvault Cloud delivers consistent backup, recovery, and policy governance to help maintain availability and trust in AI data pipelines. --- ## Data lake storage and distributed file systems Safeguard petabyte-scale data lakes and distributed file systems with unified backup and immutable, air-gapped copies. Commvault helps preserve the historical depth, version control, and data lineage essential for accurate AI modeling and compliance. --- ## Search and vector retrieval systems Protect search indexes, vector embeddings, and retrieval databases that enable generative and semantic AI. Commvault Cloud helps keep these high-volume, query-intensive data stores recoverable and consistent to sustain reliable, context-aware AI performance. --- ## Compute and DevOps infrastructure Protect the compute and orchestration layers that run AI workloads –including cloud servers, DevOps pipelines, GPU environments, and containerized systems – with rapid recovery of configurations, code, and metadata to help reduce downtime and maintain continuity. --- ANALYST REPORT ## The Forrester Wave™ See why Commvault is ranked highest for strength of offering. Get your complimentary copy of The Forrester Wave™: Data Resilience Solutions. [Read report](https://www.commvault.com/gc/forrester-wave-data-resilience-solutions%20) ![](/wp-content/uploads/2025/10/CVLT_Forrester_Q4-2024-1088x870-1.png) --- Our Reach ## Supporting more than 100,000 companies - ![](/wp-content/uploads/2025/08/CustomerLogo_Adidas_320x160.png) - ![](/wp-content/uploads/2025/08/CustomerLogo_SONY_320x160.png) - ![AstraZeneca logo](/wp-content/uploads/2025/08/CustomerLogo_AstraZeneca_320x160-1.png) - ![](/wp-content/uploads/2025/08/CustomerLogo_Merck_320x160-1.png) - ![ranstad logo](/wp-content/uploads/2025/08/CustomerLogo_Randstad_320x160.png) - ![](/wp-content/uploads/2025/08/CustomerLogo_Panasonic_320x160.png) --- > “I love Commvault's AI vision because it hits all the key elements of AI that are important to us. It offers GenAI to make my cyber response engineers more effective. It bakes AI into the platform to improve our overall resilience. And it helps protect AI workloads to make sure those workloads have the same resilience as the rest of our critical data.” > > Michele Buschman > > Chief Information Officer, American Pacific Mortgage > “With Commvault Cloud, we can scale our data protection and business continuity strategies to accommodate growing data volumes, but without having to significantly increase the size of our IT team.” > > Kashan Khalid > > IT Manager, SMSA Express --- whitepaper ## AI at Commvault: Secure Innovation, Intelligent Resilience Commvault helps customers adopt AI securely and responsibly – by protecting AI workloads, enabling clean recovery, and enhancing customer outcomes. [Read whitepaper](https://www.commvault.com/resources/whitepaper/ai-at-commvault-secure-innovation-intelligent-resilience%20) ![](/wp-content/uploads/2025/08/SupportedTech_Dell_Benefits_IntegratedSolutions_1088x870.jpg) --- Resources ## Explore more resources [View all resources](/resources) --- ![](/wp-content/uploads/2025/09/Thumbnail_Blog_Clumio-Apache-Iceberg-on-AWS.png) BLOG ## Closing the Gap in Data Lakehouse Protection The data lakehouse is exposed. Discover how to protect your AI and analytics investments from ransomware and downtime. [Read blog about Closing the Gap in Data Lakehouse Protection](https://www.commvault.com/blogs/closing-the-gap-in-data-lakehouse-protection%20) ![](/wp-content/uploads/2025/10/data-classification-hero-650x650-1.png) whitepaper ## A Pragmatic and Resilient Approach to AI AI promises transformative change but delivers mixed results. How can your organization actually realize its potential? [Read whitepaper about A Pragmatic and Resilient Approach to AI](https://www.commvault.com/resources/whitepaper/a-pragmatic-and-resilient-approach-to-ai%20) ![](/wp-content/uploads/2025/08/Appranix_StatsOverview_650x650-6.jpg) blog ## Resilient Against the AI Machine You need a robust cyber resilience strategy to maintain continuous business when faced with evolving threats. [Read blog about Resilient Against the AI Machine](https://www.commvault.com/blogs/resilient-against-the-ai-machine) --- Get Started ## Try Commvault Cloud today Cyber resilience for the cloud-first enterprise, with the first platform built to enable continuous business. [Get a free trial](/free-trial) ![](/wp-content/uploads/2025/08/FooterPromoImagesTech-Gal-2-1.png)