DSPM in 2026: Why It Matters More Than Ever
Securiti AI was placed in the Innovation/Platform Play quadrant, described by GigaOm as ideal for larger and more complex environments. For enterprise security buyers, this placement matters for two reasons.
On the Innovation end, this suggests Securiti AI is purpose-built for AI-era data risks rather than retrofitted from legacy architectures. On the Platform Play end, the breadth of coverage spans governance, privacy, compliance, and AI security rather than solving a single problem in isolation.
In its evaluation, GigaOm has recognized our comprehensive data lineage capability, ability to leverage the Data Command Graph to investigate and assess the extent of a breach, as well as our broad coverage for on-premises repositories.
“Veeam’s Securiti AI delivers the industry’s most advanced DSPM capabilities with its Data Command Graph, a contextual engine that continuously maps relationships across all your data, identities, policies, and AI systems.”
— Rehan Jalil, President, Products & Technology, Veeam
How Securiti Helps Security Teams to Stay Ahead
Beyond the evaluation criteria, our platform addresses a broader set of challenges that define modern data security.
Shadow Data: From Blind Spot to Governed Asset
Securiti addresses the shadow data challenge at its root by connecting to the broadest range of data repositories across cloud, on-premises, SaaS, data platforms, and AI systems, ensuring sensitive data in different environments can be identified and classified accordingly. Securiti also employs AI Tuning capability that can automatically improve classification results without rescanning data.
What sets Securiti further apart is the ability to leverage relevant metadata to visualize risk relationships across the entire estate, allowing the identification of toxic combinations of risk that may appear harmless in isolation but together, represent a significant risk.
AI Security: Governing the Data That Powers Your AI
The same discovery capability that discovers data assets also extends natively to AI assets by automatically discovering and cataloging AI assets while mapping their associated data, giving security teams a complete picture of what AI systems are running in their environment and what data they can reach.
Regardless if an organization is using enterprise SaaS agents or custom-built agents, Security can help to ensure proper data hygiene and prevent unauthorized access so only safe data is ingested. Additionally, Securiti and Veeam can also help to restore files with precision through the newly released Undo AI.
Breaking Down Silos: One Platform with DataAI Command Center
Securiti resolves the siloed tools problem at the platform level. The DataAI Command Center consolidates understanding of all data and AI assets into the Data Command Graph, a knowledge graph that serves as a single source of truth to maintain complete context across all data and AI assets in an organization.
The operational impact follows naturally since it provides a common platform for teams to operate and collaborate because every team is now working from the same source of truth. As a result, there is less duplicated effort, stronger cross-team collaboration, and a significantly lower total cost of ownership.
Building a DSPM Strategy Fit for 2026 and Beyond
The trends driving DSPM in 2026 such as shadow data, AI adoption, and siloed tools are present realities that are already reshaping how the most advanced security teams think and act.
Securiti’s recognition as the #1 platform on the GigaOm DSPM Radar for the third consecutive year reflects exactly that architectural ambition that not only solve today’s challenges but to stay ahead of what comes next: a single platform that connects to a broad range of data and AI systems, addresses use cases across data and AI security, and leverages a relationship graph to maintain a single source of intelligence across every data and AI assets.
As part of Veeam, Securiti AI is building toward something broader: the Data and AI Trust infrastructure enterprises need for the agentic era.
Download the full 2026 GigaOm DSPM Radar Report to see how 25 vendors were evaluated and why Securiti has been named a Leader for the third consecutive year.
