Cyberhaven Trail™ is a commercial data classification tool by Cyberhaven. Lightbeam Data Classification is a commercial data classification tool by Lightbeam. Compare features, ratings, integrations, and community reviews side by side to find the best data classification fit for your security stack.
CST VerdictBased on our analysis of NIST CSF 2.0 coverage, core features, integrations, company size fit, here is our conclusion:
Mid-market and enterprise security teams drowning in data lineage blind spots will get immediate value from Cyberhaven Trail™ because it actually tracks sensitive data movement across applications instead of just flagging it at rest. The tool processes billions of events to map multi-step data journeys through Snowflake, SharePoint, and other sprawling environments, giving you the asset visibility NIST ID.AM demands without manual classification work. Skip this if your data lives in a handful of systems or you're still comfortable with static data loss prevention; the complexity here pays for itself only when data routes are genuinely unknowable.
Mid-market and enterprise teams drowning in unclassified data across clouds and databases should start with Lightbeam Data Classification because its identity-centric approach actually connects who accessed what to what the data contains, eliminating the guesswork that kills most classification projects. The Data Identity Graph automatically tags PCI/PII/PHI across structured and unstructured data while continuously scanning databases without manual effort, addressing the ID.AM and PR.DS gaps that leave most organizations unable to answer basic inventory questions. Skip this if your data lives almost exclusively on-premises in legacy systems; the cloud and SaaS integrations are where Lightbeam's strengths live.
Data lineage technology for classifying and tracking sensitive data movement
AI-powered data classification linking identity, content, and context
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Common questions about comparing Cyberhaven Trail™ vs Lightbeam Data Classification for your data classification needs.
Cyberhaven Trail™: Data lineage technology for classifying and tracking sensitive data movement. built by Cyberhaven. headquartered in United States. Core capabilities include Automated data lineage tracking, Event-based data classification, Graph database technology for data tracing..
Lightbeam Data Classification: AI-powered data classification linking identity, content, and context. built by Lightbeam. headquartered in United States. Core capabilities include Identity-centric classification via Data Identity Graph, Out-of-box PCI/PII/PHI labels, Custom attribute detection and classification..
Both serve the Data Classification market but differ in approach, feature depth, and target audience.
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