1Security Monitoring Tool vs Query.AI Query: 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.

Query.AI Query

Security analysts drowning in data silos will find real value in Query.AI Query because it searches across your existing infrastructure without forcing a rip-and-replace migration. The federated search model means you query Splunk, Snowflake, and S3 simultaneously from one window while data stays in place, cutting investigation time when you're correlating events across systems. This works best for mid-market and enterprise shops with mature tool stacks; smaller teams with a single SIEM won't see the payoff, and organizations wanting a centralized data warehouse should look elsewhere.