Contact Us See a demo

Green-Light AI, Not Data Exposure

How security leaders take control at the data layer to accelerate AI

In this whitepaper, you’ll learn:

  • Why AI agent guardrails aren't enough without robust controls at the data layer.
  • How multi-dimensional risks can turn routine agent activities into leakage paths.
  • The five critical controls enterprises must enforce to accelerate the adoption of safe AI agents.
  • How the DataAI Command Platform™ can operationalize those controls with contextual risk intelligence.

    DOWNLOAD WHITE PAPER

    Enterprises are pushing AI agents into production faster than the controls required to protect the data that feeds them. Just set up an AI Copilot and connect it with a SharePoint environment. The next step will be determined not by the AI agent accessing the data, but by the control layer sitting atop it. If that layer is thin, the agent would start surfacing sensitive or confidential documents that it is not supposed to be to people who are not authorized to access them.

    The problem isn’t just visibility but the context surrounding sensitive data, i.e., a toxic combination of risks. These multi-dimensional risks remain hidden until data sensitivity, access, misconfigurations, regulatory context, business impact, and AI are viewed through a single lens as a compound threat.

    The whitepaper guides you through the five controls that run on a single foundation: the Data Command Graph, which fuels the DataAI Command Platform by Securiti, a Veeam company, and enforces consistent controls.

     

    Access Whitepaper
    Green-Light AI, Not Data Exposure
    Image

    Award-winning technology, built by a proven team, backed by confidence. Learn more.

    Frequently Asked Questions (FAQs)

    Agent guardrails cannot replace controls over the data agents access. Without appropriate permissions, data classification, and policy enforcement, routine AI activity can expose sensitive information beyond its intended audience.

    Toxic combinations occur when sensitive data, excessive access, misconfigurations, and AI activity interact to create an exposure path. These connected risks can be missed when security teams evaluate each finding separately.

    Knowing where sensitive data resides is only the starting point. Security teams also need to understand access permissions, AI usage, regulatory context, and business impact to prioritize risks and enforce appropriate controls.

    The whitepaper explains why agent guardrails need data-layer protection, how combined risks create leakage paths, and how five critical controls can help enterprises accelerate safer AI adoption.

    The platform uses the Data Command Graph to connect data sensitivity, access, configurations, regulatory context, and AI activity. This shared intelligence helps organizations identify compound risks and enforce consistent controls across data and AI.

    All-in-One Solution For Your Business Needs

    The Multi-disciplinary practice to grow trust-equity of your brand and comply with privacy regulations

    Agentic AI Readiness View More

    Agentic AI Readiness: Why Your Enterprise Needs a New Data Security Paradigm

    Learn how to secure Agentic AI by discovering sensitive data, mitigating AI risks, and building an enterprise-ready AI security strategy.

    Stop Letting Data Risk Stall Your Copilot Rollout View More

    Stop Letting Data Risk Stall Your Copilot Rollout

    Learn how to safely scale Microsoft 365 Copilot with data labeling, ROT data minimization, and governance using Securiti's DataAI Command Platform.

    Image View More

    DPDPA Compliance: A Practical Guide for Enterprises

    Learn how to operationalize compliance with India's Digital Personal Data Protection Act (DPDPA) using automation for consent, data governance, security, vendor management, and data subject rights.

    Image View More

    Transforming Privacy, Security, and AI Governance with a Unified Data Command Center

    Discover how a unified Data Command Center enables data-first governance, automates compliance workflows, and improves privacy, security, and AI governance.

    Image View More

    Over-Retention: The Problem on Every CISO’s Plate

    Learn how BFSI organizations can enforce data minimization, reduce over-retention risks, and strengthen AI security with automated data discovery, classification, and remediation.

    Image View More

    The Cost of Ungoverned Data in Financial Services

    Discover how ROT data drives hidden security, compliance, and storage costs and learn how data minimization helps reduce risk and optimize spend.

    The Cost of Ungoverned Data View More

    The Cost of Ungoverned Data

    Discover how automated ROT data minimization reduces security, compliance, AI, and storage risks with policy-driven governance and Securiti's built-in DSPM.

    Privacy Leadership 2026: How CPOs Can Move from Compliance Owners to Trust Architects View More

    Privacy Leadership 2026: How CPOs Can Move from Compliance Owners to Trust Architects

    Download the Privacy Leadership 2026 whitepaper to learn how CPOs can evolve from compliance owners to Trust Architects and build enterprise-wide trust.

    Stop Letting Data Risk Stall Your Amazon Quick Suite Rollout View More

    Stop Letting Data Risk Stall Your Amazon Quick Suite Rollout

    Learn how to secure enterprise data for Amazon Quick Suite with AI-ready data governance, labeling, sanitization, data minimization, and automated risk management.

    Securing Enterprise SaaS AI Agents in Financial Services View More

    Securing Enterprise SaaS AI Agents in Financial Services

    Learn how to secure SaaS AI agents with a 5-step governance roadmap, mitigate AI risks, reduce access sprawl, and enable compliant enterprise AI deployments.

    See the platform live

    Ready to see DataAI Command Platform in action?

    See how your team can discover sensitive data, reduce risk, and secure AI usage from one command center.

    Book a demo
    Demo BG Book a demo
    Please enter a minimum of 3 characters to begin your search.

    Type

    Videos
    Image View More
    March 9, 2026
    Rehan Jalil, Veeam on Agent Commander : theCUBE + NYSE Wired: Cyber Security Leaders
    Following Veeam’s acquisition of Securiti, the launch of Agent Commander marks an important step toward helping enterprises adopt AI agents with greater confidence. In...
    Image View More
    January 20, 2025
    Mitigating OWASP Top 10 for LLM Applications 2025
    Generative AI (GenAI) has transformed how enterprises operate, scale, and grow. There’s an AI application for every purpose, from increasing employee productivity to streamlining...
    Image View More
    January 15, 2025
    Top 6 DSPM Use Cases
    With the advent of Generative AI (GenAI), data has become more dynamic. New data is generated faster than ever, transmitted to various systems, applications,...
    Image View More
    January 2, 2025
    Colorado Privacy Act (CPA)
    What is the Colorado Privacy Act? The CPA is a comprehensive privacy law signed on July 7, 2021. It established new standards for personal...
    Image View More
    December 24, 2024
    Securiti for Copilot in SaaS
    Accelerate Copilot Adoption Securely & Confidently Organizations are eager to adopt Microsoft 365 Copilot for increased productivity and efficiency. However, security concerns like data...
    Image View More
    November 1, 2024
    Top 10 Considerations for Safely Using Unstructured Data with GenAI
    A staggering 90% of an organization's data is unstructured. This data is rapidly being used to fuel GenAI applications like chatbots and AI search....
    Image View More
    October 29, 2024
    Gencore AI: Building Safe, Enterprise-grade AI Systems in Minutes
    As enterprises adopt generative AI, data and AI teams face numerous hurdles: securely connecting unstructured and structured data sources, maintaining proper controls and governance,...
    Image View More
    August 12, 2024
    Navigating CPRA: Key Insights for Businesses
    What is CPRA? The California Privacy Rights Act (CPRA) is California's state legislation aimed at protecting residents' digital privacy. It became effective on January...
    Image View More
    June 3, 2024
    Navigating the Shift: Transitioning to PCI DSS v4.0
    What is PCI DSS? PCI DSS (Payment Card Industry Data Security Standard) is a set of security standards to ensure safe processing, storage, and...
    Image View More
    January 29, 2024
    Securing Data+AI : Playbook for Trust, Risk, and Security Management (TRiSM)
    AI's growing security risks have 48% of global CISOs alarmed. Join this keynote to learn about a practical playbook for enabling AI Trust, Risk,...

    Spotlight Talks

    Spotlight 1:02:06
    Consent by proxy: When AI agents start deciding for us
    Image
    Watch Now View
    Spotlight 1:00:41
    Future-Proofing for the Privacy Professional
    Image
    Watch Now View
    Spotlight 50:52
    From Data to Deployment: Safeguarding Enterprise AI with Security and Governance
    Image
    Watch Now View
    Spotlight 11:29
    Not Hype — Dye & Durham’s Analytics Head Shows What AI at Work Really Looks Like
    Not Hype — Dye & Durham’s Analytics Head Shows What AI at Work Really Looks Like
    Watch Now View
    Spotlight 11:18
    Rewiring Real Estate Finance — How Walker & Dunlop Is Giving Its $135B Portfolio a Data-First Refresh
    Image
    Watch Now View
    Spotlight
    Choosing the Right DSPM: An Industry Analyst’s Perspective
    Image
    Watch Now View
    Spotlight 13:38
    Accelerating Miracles — How Sanofi is Embedding AI to Significantly Reduce Drug Development Timelines
    Sanofi Thumbnail
    Watch Now View
    Spotlight 10:35
    There’s Been a Material Shift in the Data Center of Gravity
    Image
    Watch Now View
    Spotlight 14:21
    AI Governance Is Much More than Technology Risk Mitigation
    AI Governance Is Much More than Technology Risk Mitigation
    Watch Now View
    Spotlight 12:!3
    You Can’t Build Pipelines, Warehouses, or AI Platforms Without Business Knowledge
    Image
    Watch Now View
    Latest
    Image View More
    September 4, 2026
    One Unrevoked Key, 37.5 Million People: What the Coupang data breach reveals about data access
    Executive summary In June 2026, South Korea's Personal Information Protection Commission (PIPC) fined Coupang 624.68 billion won (approximately $409 million) which was the largest...
    More Tools Does Not Mean Faster or More Accurate Insights View More
    August 10, 2026
    More Tools Does Not Mean Faster or More Accurate Insights
    An access-review tool flags an account with more privilege than its role needs: routine, filed, forgotten. That same week, a separate scan shows that the same...
    [Knowledge Center] The FTC question and the Future of EU-US Cross Border Data Transfers View More
    September 7, 2026
    The FTC Question and the Future of EU-US Cross-Border Data Transfers
    Explore how FTC independence concerns could affect the EU-US Data Privacy Framework, cross-border data transfers, and enterprise compliance planning.
    Data Security Posture Management (DSPM) Best Practices View More
    September 7, 2026
    Data Security Posture Management (DSPM) Best Practices
    Explore DSPM best practices for discovering sensitive data, reducing exposure, governing access, prioritizing risk, and strengthening enterprise data security.
    Image View More
    September 7, 2026
    Green-Light AI, Not Data Exposure
    Learn the five critical data-layer controls enterprises need to prevent sensitive data exposure and enable secure, scalable AI agent adoption.
    Agentic AI Readiness View More
    September 1, 2026
    Agentic AI Readiness: Why Your Enterprise Needs a New Data Security Paradigm
    Learn how to secure Agentic AI by discovering sensitive data, mitigating AI risks, and building an enterprise-ready AI security strategy.
    The Cloud Storage Bill Nobody Reads View More
    August 31, 2026
    The Cloud Storage Bill Nobody Reads
    Hidden cloud storage costs add up fast. Learn how redundant, obsolete, and trivial data drives unnecessary spend, expands risk, and why automated data minimization...
    "The Algorithm Did It" Is Now Dead in Court View More
    July 30, 2026
    “The Algorithm Did It” Is Now Dead in Court
    Discover why organizations are now liable for AI-generated content and how ROT data minimization, AI governance, and Agent Commander reduce legal, security, and compliance...
    Image View More
    February 18, 2026
    Take the Data Risk Out of AI
    Learn how to prepare enterprise data for safe Gemini Enterprise adoption with upstream governance, sensitive data discovery, and pre-index policy controls.
    Image View More
    December 22, 2025
    Navigating HITRUST: A Guide to Certification
    Securiti's eBook is a practical guide to HITRUST certification, covering everything from choosing i1 vs r2 and scope systems to managing CAPs & planning...
    What's
    New