Linea AI

Your AI agent that detects and stops the most critical risks to your most important data.

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Identifies insider risks that traditional policies and other AI techniques miss.

Understands risk to data and surfaces the incidents with greatest business impact.

Summarizes with plain language explanations and full context to quickly understand user intent.

Recommends the right responses so you can take action quickly when time matters.

Helps you construct and enforce policies to stop similar incidents and reduce risk.

Under the hood

Introducing LLiM

Linea AI is powered by the first-of-its-kind Large Lineage Model (LLiM), a breakthrough in AI built on Cyberhaven’s unique graph of corporate workflows.

Learn more\Explore the technical details behind the Large Lineage Model technology

Semantic understanding of data, people, and applications

Without any rules, definitions, dictionaries, or policies, it understands risk using collective intelligence that’s as knowledgeable as a subject matter expert for every domain.

Signals collection

Linea AI forensically collects signals from cloud applications, endpoints and web browsers.

Computer vision

When Linea AI has probable cause regarding risky behavior, it analyzes on-screen activity to better understand if data is at risk.

Protection in practice

The Linea AI difference

Breakthrough innovation

Linea AI thinks like the smartest security analyst, precisely spotting insider risks across billions of workflows and every piece of data. It understands how people work the way a human would, but it never loses focus, and can apply human-like insight at an incredible scale.

Built for protection

How Linea AI helps protect your mission-critical data

Detect risk that others can't

Prioritizes critical risks

Provides deep analysis

Facilitates rapid response

Prevents future incidents

How it’s different

Like nothing that’s come before, with results like nothing else

Content understanding, not just inspection

Knows the meaning of data, not merely whether it matched patterns, resulting in dramatically higher accuracy and protection.

Protects sensitive data not defined by DLP policies.

Profiles what data is sensitive, even if you don’t know it exists or don’t define it within a policy.

Detects risks more precisely than UEBA anomalies

Analyzes entire data flows to see the big picture that volumetric anomalies for single actions can’t.

Captures more behavior than rules-based heuristics

Covers the full spectrum of human behavior that cannot be defined or predicted by rules.

How it works

Superhuman insider risk detection powered by data lineage

Linea AI intrinsically recognizes abnormal behavior when it sees it. By taking the entire data flow and context into account, it examines any unexpected deviations to identify risky actions.

Live demo

See our product in action. The best way to understand the magic of Cyberhaven is to see a live product demo.

Request a demo\Request a demo to see the platform in action

Unified visibility and enforcement

Cyberhaven AI & data security platform

One unified solution for protecting data wherever it lives and goes.

DSPM

Discover and classify data, detect risk as it flows between clouds and devices, and secure it automatically with Data Security Posture Management.

Learn more\Discover how DSPM secures data across clouds and devices

DLP

Protect data and stop exfiltration: coach users and block leaks across email, web, cloud, and devices with reimagined Data Loss Prevention.

Learn more\Explore how DLP prevents data exfiltration and leaks

IRM

Combine data and behavior signals to stop insider threats, clarify intent, and catch slow-burning risks with Insider Risk Management.

Learn more\See how IRM detects and stops insider threats

AI security

Increase AI adoption securely, understand shadow AI usage, assess AI risk posture, and prevent leaks without blocking teams with AI Security.

Learn more\Find out how AI Security prevents data leaks to AI tools

*How Cyberhaven Uses Data Lineage to Revolutionize DLP*\Move beyond rigid DLP rules. Learn how Cyberhaven’s data lineage provides the context and visibility needed to stop data leaks and speed up investigations\Read now](https://www.cyberhaven.com/blog/how-cyberhaven-uses-data-lineage)

**Traditional DLP failed. Modern DLP doesn’t have to.**\Data Loss Prevention For Dummies® - A practical guide to modern DLP that understands how data moves, how it's used, and how to protect it.\Download now](https://www.cyberhaven.com/resources/ebook/dlp-for-dummies)

*Introducing the Large Lineage Model (LLiM): Our path to securing the future of data*\Learn how Cyberhaven's Large Lineage Model uses AI to transform data security. Discover how LLiM tracks and protects sensitive data organization-wide.\Read now](https://www.cyberhaven.com/engineering-blog/large-lineage-model-llim)