At VeeamON 2026 in New York City, Veeam Software announced Veeam Intelligent ResOps, a new resilience capability designed to unify data context with recovery operations. The offering targets environments where AI-driven activity and automation are accelerating change across enterprise data, requiring more precise visibility and response than traditional backup workflows provide.
Intelligent ResOps is the first resilience service built on the Veeam DataAI Command Platform. It extends Veeam’s existing data protection stack by linking backup and recovery operations with contextual intelligence about data, identity, and AI activity. The goal is to enable targeted recovery actions rather than broad rollbacks, reducing operational disruption and recovery time.
DataAI Command Graph Provides Context Layer
At the core of Intelligent ResOps is the DataAI Command Graph, which functions as a unified intelligence layer across production and backup environments. The graph continuously maps relationships between data, users, permissions, AI agents, activity, and protection status.
This model allows teams to understand what data exists, how it is being accessed or modified, and what is at risk. By correlating this information with the protection state, organizations can move from reactive recovery to context-driven decision-making before, during, and after incidents.
Veeam positions this as a shift away from isolated backup metadata toward a connected system of record that incorporates identity and AI activity alongside traditional data protection signals.
Designed for AI-Driven Change Environments
The release reflects growing enterprise exposure to AI agents and assistants capable of quickly processing large volumes of data. In these environments, small errors or malicious actions can propagate rapidly across datasets.
Intelligent ResOps addresses this by correlating changes with their origin, including user and AI agent activity, and identifying whether impacted data is sensitive, regulated, or redundant. This enables more precise remediation and reduces the risk of restoring unwanted or compromised data.
The company frames the solution as a move toward proactive, measurable resilience operations, in which context is required to assess impact and execute recovery accurately.
Key Capabilities
Intelligent ResOps introduces several functional areas that extend Veeam’s core platform:
- Contextual intelligence classifies data based on sensitivity, regulatory status, business value, and ROT. This informs prioritization during backup and recovery operations.
- Context-aware backup and recovery workflows allow teams to restore only the affected data sets rather than performing full environment rollbacks.
- Data lifecycle intelligence highlights redundant or obsolete data, identifies retention risks, and surfaces policy misalignment that can increase storage overhead and compliance exposure.
- AI visibility and control provide insight into agent activity, including the ability to investigate and roll back unintended changes through integrated tooling.
- A built-in intelligence agent enables natural-language queries of the environment, allowing operators to retrieve insights into data, activity, and protection state without manual analysis.
These capabilities are delivered as an extension to existing Veeam resilience solutions rather than a standalone product.
Microsoft 365 as Initial Workload
Microsoft 365 is the first supported workload for Intelligent ResOps, reflecting its role as a primary repository for enterprise SaaS data. Veeam reports protection coverage for 25 million Microsoft 365 users and is extending that footprint with context-aware recovery capabilities.
The integration spans SharePoint, OneDrive, Teams, and Exchange, providing unified visibility across production and backup environments. Organizations can identify sensitive and redundant data, track user and Copilot activity, and execute targeted recovery operations.
The Microsoft 365 implementation is delivered as an add-on to Veeam Data Cloud for Microsoft 365.
DataAI Command Platform Overview
Intelligent ResOps is part of the broader Veeam DataAI Command Platform, which consolidates data, identity, access, and AI activity into a single operational layer. The platform is structured around five components:
- DataAI Command Graph for unified context and relationships
- DataAI Security for threat visibility and protection alignment
- DataAI Governance for policy enforcement
- DataAI Compliance and Privacy for regulatory alignment
- DataAI Resilience for backup and recovery operations
This architecture is intended to provide a consistent control plane across production and backup data, including visibility into AI agents and models interacting with enterprise datasets.
Availability
General availability is planned for Q3 2026, with Microsoft 365 as the initial supported workload.
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