AI Security | Varonis

Varonis Atlas

The complete AI security platform that allows you to secure everything you build and run with AI across the entire AI data lifecycle.

Complete visibility
Data-centric
Proactive protection

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Trusted by thousands of companies

AI Security is fragmented and data blind.

Organizations are deploying AI agents and tools faster than security teams can govern them. While 83% of organizations report using AI, only 13% have strong visibility into how AI interacts with sensitive data.

Most AI security tools focus on a single piece of the problem, resulting in fragmented visibility, reactive controls, and blind spots across AI build and runtime.

Secure AI and the data that powers it.

Varonis Atlas is the complete AI security platform that secures everything you build and run with AI, across the entire AI lifecycle – including shadow AI.

Unlike point solutions that address isolated risks or focus only on discovery, Varonis Atlas brings together visibility, data context, and enforcement to give security leaders a single, simple control plane for AI risk.

End-to-end coverage across the AI lifecycle.

Varonis Atlas is an AI TRiSM (AI Trust, Risk, and Security Management) platform that goes beyond just discovery, ensuring your AI systems are trustworthy, secure, and enforced to proactively mitigate potential risk.

AI Inventory

Continuously discover AI assets, projects, and systems — including shadow AI — across your entire environment.

AI Security Posture Management (AI-SPM)

Scan your AI agents, chatbots, and models for vulnerabilities and misconfigurations.

AI Pen Testing

Proactively stress test your AI systems for vulnerabilities like prompt injection and jailbreaks.

AI Runtime Guardrails

Enforce real-time policies that prevent sensitive data leakage and block malicious and non-compliant use of any AI asset.

AI Activity Monitoring

View an audit trail of full end-to-end flows of AI interactions, including LLM calls, data access, and guardrails.

AI Detection & Response

Detect and monitor all AI usage within your organization, store audit events, and generate real time alerts on suspicious or risky behavior.

AI Compliance Management

Get out-of-the-box audit reporting to validate your compliance with ever-changing AI regulations and frameworks.

AI TPRM

Manage AI use within products and services that you use through your supply chain and take control of third-party risk.

AI Inventory

Continuously discover AI assets, projects, and systems — including shadow AI — across your entire environment.

AI Security Posture Management (AI-SPM)

Scan your AI agents, chatbots, and models for vulnerabilities and misconfigurations.

AI Pen Testing

Proactively stress test your AI systems for vulnerabilities like prompt injection and jailbreaks.

AI Runtime Guardrails

Enforce real-time policies that prevent sensitive data leakage and block malicious and non-compliant use of any AI asset.

AI Activity Monitoring

View an audit trail of full end-to-end flows of AI interactions, including LLM calls, data access, and guardrails.

AI Detection & Response

Detect and monitor all AI usage within your organization, store audit events, and generate real time alerts on suspicious or risky behavior.

AI Compliance Management

Get out-of-the-box audit reporting to validate your compliance with ever-changing AI regulations and frameworks.

AI TPRM

Manage AI use within products and services that you use through your supply chain and take control of third-party risk.

Complete AI visibility

Varonis Atlas gives you a single, authoritative inventory of AI usage, eliminating blind spots before they become breaches.

With Varonis Atlas, you have visibility into:

All AI models, agents, and tools in use
Approved and shadow AI
The data each AI asset can access
The identities and their intent interacting with AI systems

AI runtime protection

Security shouldn’t slow AI adoption down, but it should make it safer. Varonis Atlas enforces real-time guardrails across AI activity, stopping risky behavior before sensitive data is exposed.

With Varonis Atlas, you can protect against:

Sensitive data leakage
Risky AI-to-date integrations
Policy violations during development
Shadow AI exposure
Non-compliant model behavior

With Varonis Atlas, you get continuous AI governance, across the entire AI lifecycle, from one platform.

AI Governance, Risk & Compliance (AI GRC)

Varonis Atlas provides structured governance and compliance oversight for AI systems, helping you manage risk, enforce policy, and prove accountability at scale.

With Varonis Atlas, you can:

Define and enforce AI usage policy across the organization
Classify AI systems by risk level and business impact
Maintain audit trails of AI access and activity
Align controls to internal standards and external regulations
Generate compliance-ready reporting for leadership and auditors

Protect your data, wherever it lives.

One platform for complete data security across multi-cloud, SaaS, hybrid, and AI.

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Frequently Asked Questions

Varonis Atlas is an end-to-end AI security platform that helps organizations discover AI risk, remediate vulnerabilities, enforce runtime guardrails, and govern AI usage across the entire AI lifecycle.

Combined with the industry-leading Varonis Data Security Platform, Atlas brings data context into AI security decisions, enabling teams to secure both AI systems and the sensitive data they access.

Varonis Atlas is different from other AI security solutions because it secures AI across the entire lifecycle - from posture management and security testing to runtime protection and governance. Additionally, Atlas is vendor agnostic and designed to cover any AI system you build or run. Security teams can observe and control hosted AI platforms, custom LLMs, chatbots, MCP, and every major agentic framework.

Varonis Atlas further provides visibility into the sensitive data AI systems can access, how the data is used, and where risk exists. By combining AI security with data context, Atlas helps organizations discover AI risk, remediate exposures proactively, enforce real-time guardrails, and manage AI governance at scale.

Varonis Atlas provides runtime protection through an AI Gateway that sits directly in the live request path, inspecting prompts and model responses in real time to detect and block threats such as prompt injection, jailbreaks, and sensitive data exfiltration before they reach the model or agent.

Atlas enforces policy‑driven guardrails inline, generating real‑time issues, alerts, and incidents when unsafe or non‑compliant behavior is detected.

Yes. Varonis Atlas helps organizations discover unsanctioned or "shadow AI" tools interacting with enterprise data. By identifying unknown AI usage, security teams can reduce blind spots, assess risk, and enforce consistent security and governance controls across their AI environment.

Varonis Atlas supports AI governance and compliance by maintaining a continuously updated AI Inventory with lineage graphs that document AI systems, models, agents, dependencies, and associated risks, forming the foundation for model cards and transparency artifacts. Atlas also provides structured oversight of AI usage in order to demonstrate compliance with internal controls and regulatory requirements. This helps security and risk teams manage AI adoption responsibly while maintaining audibility and accountability.

Altas codifies frameworks such as the EU AI Act, NIST AI RMF, and ISO 42001 - guiding teams through structured risk assessments and generating downloadable audit and compliance reports with evidence and remediation status.

Data context provides insight into what sensitive information AI systems can access, who has permissions to that data, and how it is being used. Without data context, security teams may monitor AI activity but still lack the visibility needed to understand true risk. By integrating AI security with data security, organizations can better prevent data exposure and misuse.

Ready to see the #1 Data Security Platform in action?

“I was amazed by how quickly Varonis was able to classify data and uncover potential data exposures during the free assessment. It was truly eye-opening.”

Michael Smith, CISO, HKS

"What I like about Varonis is that they come from a data-centric place. Other products protect the infrastructure, but they do nothing to protect your most precious commodity — your data."

Deborah Haworth, Director of Information Security, Penguin Random House

“Varonis’ support is unprecedented, and their team continues to evolve and improve their products to align with the rapid pace of industry evolution.”

Al Faella, CTO, Prospect Capital

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AI Security is fragmented and data blind.

Secure AI and the data that powers it.

Complete AI visibility

AI runtime protection

AI Governance, Risk & Compliance (AI GRC)

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Frequently Asked Questions

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Ready to see the #1 Data Security Platform in action?

Ready to see the #1 Data Security Platform in action?