--- title: "AI Data and Workload Protection | AgentRecover | Commvault " type: "WebPage" language: "en-US" url: "https://www.commvault.com/capabilities/ai-data-and-workload-protection" date: "2026-10-29T13:27:00-04:00" modified: "2026-10-29T13:27:00-04:00" description: "AI Data and Workload Protection helps protect and recover the data behind enterprise AI. See how it works. " image: "https://www.commvault.com/wp-content/uploads/2026/10/agent-recover-thumbnail-888x500-1.jpg" breadcrumbs: - name: "Commvault Home" url: "https://www.commvault.com/" - name: "Capabilities" url: "https://www.commvault.com/capabilities" - name: "Ai data and workload protection" --- # AI Data and Workload Protection - [Home](/) - Capabilities - AI Data and Workload Protection Agent Recover capability ## AI Data and Workload Protection Protect and recover the data systems, applications, and infrastructure behind enterprise AI. - [Request demo](/Request-demo) ![](/wp-content/uploads/2026/11/fullwidth-background-generic-11.jpg) --- - [Benefits](#Benefits) - [Features](#Features) - [Analyst Report](#Analyst-Report) - [Our Reach](#testimonials) - [Use Case](#Use-Case) - [Solutions](#Solutions) - [FAQs](#FAQs) [Get demo](/request-demo) --- Dive in ## Protecting the AI stack Explore strategies for protecting AI data, systems, and supporting environments. [Learn more](/shift-virtual/on-demand/protecting-the-ai-stack) Play Video ![Video thumbnail](https://img.youtube.com/vi/D9dMmwd1tf8/maxresdefault.jpg) --- Why it matters ## Benefits Keep the data and workloads behind enterprise AI recoverable. --- ![](https://www.commvault.com/wp-content/uploads/2026/10/AI-App.svg) --- ## Protect more of the AI stack Wider coverage Protect AI data stores, indexes, vector systems, and infrastructure. ![](https://www.commvault.com/wp-content/uploads/2026/10/Integration.svg) --- ## Restore to trusted points Recovery readiness Recover AI-related data and workloads to a trusted point. ![](https://www.commvault.com/wp-content/uploads/2026/10/Big-Data.svg) --- ## Protect more than data Workload context Preserve metadata, configurations, indexes, and other workload context. ![](https://www.commvault.com/wp-content/uploads/2026/10/AI-agent.svg) --- ## Support AI workflow recovery Lower disruption Recover critical data, metadata, and configuration that AI operations depend on. ![](https://www.commvault.com/wp-content/uploads/2026/10/Auto-Recovery.svg) --- ## Recover with confidence Resilient protection Use immutable and isolated protection to support clean recovery of AI workloads. ![](https://www.commvault.com/wp-content/uploads/2026/10/Data-Activate.svg) --- ## Protect diverse AI environments Flexible coverage Protect data and workloads across cloud, SaaS, and enterprise infrastructure. --- How it works ## Features ## Protect AI and analytics workloads Safeguard critical datasets across modern data platforms and distributed architectures. [Learn more](https://documentation.commvault.com/11.46/software/protecting_ai_analytics_applications_with_commvault.html) ## Protect Snowflake data Back up and restore supported databases, schemas, tables, views, functions, and procedures. [Learn more](https://documentation.commvault.com/11.46/software/protect_snowflake_data.html) ## Protect Azure Databricks environments Back up and restore supported workspace, catalog, table, pipeline, and AI resources. [Learn more](https://documentation.commvault.com/11.46/software/protect_databricks_using_commvault.html) ![](/wp-content/uploads/2025/08/Appranix_StatsOverview_650x650.jpg) --- Analyst Report ## Gartner® Magic Quadrant™ For the 15th time in a row, Commvault has been named a Leader in the Gartner® Magic Quadrant™ for Backup and Data Protection Platforms. [Get report](https://www.commvault.com/gc/itleaders) ![](/wp-content/uploads/2026/07/Gartner-MQ-FY27_Web-Hero_650x650.png) --- Our Reach ## Customer perspectives Supporting more than 100,000 companies --- - ![](/wp-content/uploads/2025/08/logo__adidas.png) - ![](/wp-content/uploads/2025/08/logo__sony.png) - ![](/wp-content/uploads/2025/08/astra-zeneca-case-study.png) - ![](/wp-content/uploads/2025/08/logo__merck.png) - ![](/wp-content/uploads/2025/08/logo__randstad.png) - ![](/wp-content/uploads/2025/08/logo__panasonic.png) --- > “In our business, there could be a homeowner sitting outside of the house waiting for escrow to close, and if it takes two days to recover a file, we can’t get them into that home.” > > Michele Buschman > > Chief Information Officer, American Pacific Mortgage > “With Commvault, we have reduced the storage needed for backups by 35 percent, which allows us to retain multiple snapshots of our data and mitigate the risk of data loss in a disaster scenario.” > > Kashan Khalid > > IT Manager, SMSA Express > “Getting Commvault Cloud up and running was virtually done in minutes. This is the customer experience that we were expecting a SaaS-based backup solution would give us.” > > Alain Rodriguez > > Head of Services Management Office, Evolutio --- Use case ## Protect AI Data Pipelines Explore a related use case for monitoring and protecting AI data pipelines. [Explore use case](/use-cases/protecting-ai-data-pipelines) ![](/wp-content/uploads/2025/10/AI-image-1088x870-1.png) --- ## Related to this Capability Explore related solutions, capabilities, and use cases. --- ai recovery solution ## AgentRecover Full-stack AI recovery. Discover supported AI agents and dependencies, understand agent-driven changes, and recover affected components or connected AI systems to a trusted point [Explore AgentRecover](/solutions/agent-recover) ![](/wp-content/uploads/2026/10/agent-recover-thumbnail-888x500-1.jpg) --- ![](https://www.commvault.com/wp-content/uploads/2026/10/Data-Activate.svg) --- ## Data Activate Turn protected backup data into governed, AI-ready datasets for analytics. [Learn more](/capabilities/data-activate) ![](https://www.commvault.com/wp-content/uploads/2026/10/AI-agent.svg) --- ## AI Agent Protection Protect and recover agents and resources on supported AI platforms. [Learn more](/capabilities/ai-agent-platform-protection) ![](https://www.commvault.com/wp-content/uploads/2026/10/Auto-Recovery.svg) --- ## Agent Action Recovery Use information about agent actions and affected resources to guide recovery. [Learn more](/capabilities/agent-action-recovery) --- ## Frequently Asked Questions What is AI Data and Workload Protection? AI Data and Workload Protection is an AgentRecover capability focused on protecting and recovering supported AI-related data and workloads, including data systems, applications, AI platforms, and infrastructure behind AI use cases. How is this different from Agent Action Recovery? AI Data and Workload Protection protects and recovers the data systems and enterprise workloads behind AI applications. Agent Action Recovery uses information about agent actions and affected resources to help identify unwanted changes and determine what needs recovery. Which AI data and workloads can Commvault protect? Commvault protects supported AI-related data and workloads, including lakehouses, data warehouses, vector databases, open table formats, applications, and supporting infrastructure. Examples include Databricks, Snowflake, Amazon Redshift, Google BigQuery, Pinecone, Amazon S3 Tables, and Apache Iceberg. Coverage varies by workload and release. Why protect AI data and workloads? AI environments depend on data, applications, metadata, configurations, indexes, and connected services. Protecting these components helps organizations recover AI workflows to trusted points after disruption, corruption, data loss, or cyber incidents. How should teams get started? Start by identifying the AI data systems, applications, platforms, and infrastructure most critical to the business. Then confirm supported scope, recovery requirements, and the applicable Commvault protection and recovery offerings. --- See it live ## Protect AI confidently See how AI data and workloads stay recoverable. [Request demo](/request-demo) ![](/wp-content/uploads/2025/08/FooterPromoImagesTech-Gal-2-1.png)