Cognni Cloud Intelligence vs Lightbeam Data Classification: Side-by-Side Comparison (2026)

Cognni Cloud Intelligence: AI-driven M365 information mapping, classification & MIP label automation. built by Cognni. Core capabilities include Autonomous mapping and classification of critical information assets in M365, Tracks every version, draft, and copy of critical information, Identifies information types and departmental context without manual file review..

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.

Cognni Cloud Intelligence differentiates with Autonomous mapping and classification of critical information assets in M365, Tracks every version, draft, and copy of critical information, Identifies information types and departmental context without manual file review. Lightbeam Data Classification differentiates with Identity-centric classification via Data Identity Graph, Out-of-box PCI/PII/PHI labels, Custom attribute detection and classification.

Cognni Cloud Intelligence is developed by Cognni. 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.

Cognni Cloud Intelligence integrates with Microsoft 365, Microsoft Purview Information Protection. 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.

Cognni Cloud Intelligence 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.