1Security Monitoring Tool vs Databricks Lakewatch: Side-by-Side Comparison (2026)

1Security Monitoring Tool

Mid-market and enterprise teams managing Microsoft 365 environments need visibility into user behavior anomalies and permission changes that native Microsoft tools leave blind, and 1Security Monitoring Tool delivers that through continuous activity monitoring across Entra ID, Exchange, SharePoint, and OneDrive with real-time alerting on suspicious patterns. The tool covers NIST DE.CM and DE.AE functions effectively, meaning you get detection and analysis of anomalies in place, though incident response orchestration remains your responsibility. Skip this if your organization runs minimal Microsoft 365 usage or lacks the analyst capacity to act on behavioral alerts; the tool surfaces problems but doesn't automate remediation.

Databricks Lakewatch

Enterprise SOCs drowning in petabyte-scale security data will find real value in Databricks Lakewatch because it actually stores and analyzes that volume without forcing you into expensive data movement or retention tradeoffs. The platform covers DE.CM and DE.AE strongly through agentic threat detection, though incident response automation (RS.MA and RS.AN) remains lighter than dedicated SOAR platforms. Skip this if your team needs out-of-the-box playbooks and tight third-party tool orchestration; Lakewatch assumes you can architect workflows on an open lakehouse foundation.