Lightbeam Protect the Human Behind the Data vs Raito: Side-by-Side Comparison (2026)

Lightbeam Protect the Human Behind the Data

Mid-market and enterprise security teams drowning in data inventory chaos will get the most from Lightbeam Protect the Human Behind the Data because it maps sensitive data directly to human identities instead of just cataloging files. The Data Identity Graph ties access rights to actual users, which cuts through the noise of traditional DSPM tools that classify data without telling you who can reach it. Skip this if your team is still building basic data discovery capabilities; Lightbeam assumes you've already identified where sensitive data lives and now need to govern who touches it.

Raito

Mid-market and enterprise data teams managing access across Snowflake, Databricks, and BigQuery will get the most from Raito because it actually enforces data owner approval into your access workflows instead of just logging who accessed what. The platform covers all four NIST CSF 2.0 pillars around identity, data security, and continuous monitoring, with native integrations to your existing identity providers and data catalogs that make deployment faster than building custom solutions. Skip Raito if your priority is detecting insider threats in real-time; it's stronger on preventive access control and audit than on anomaly detection for active misuse.