Cyberhaven Trail™ vs Lightbeam Data Classification: Side-by-Side Comparison (2026)

Cyberhaven Trail™: Data lineage technology for classifying and tracking sensitive data movement. built by Cyberhaven. 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. 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.

Cyberhaven Trail™ differentiates with Automated data lineage tracking, Event-based data classification, Graph database technology for data tracing. Lightbeam Data Classification differentiates with Identity-centric classification via Data Identity Graph, Out-of-box PCI/PII/PHI labels, Custom attribute detection and classification.

Cyberhaven Trail™ is developed by Cyberhaven. Lightbeam Data Classification is developed by Lightbeam. Vendor maturity, funding stage, and team size can be important factors when evaluating long-term viability and support quality.

Cyberhaven Trail™ integrates with Snowflake, Github, Figma, SharePoint, Google Drive and 1 more. Lightbeam Data Classification integrates with Google Drive, Microsoft SharePoint, Databricks, SAP HANA, Confluence and 4 more. Check integration compatibility with your existing security stack before deciding.

Cyberhaven Trail™ and Lightbeam Data Classification serve similar Data Classification use cases: both are Data Classification tools. Review the feature comparison above to determine which fits your requirements.