Analyzes blast radius and historical context — assigning risk scores to changes before they happen to reduce incidents and enable safer deployments.

Correlates changes with observability signals — using baselining to quantify impact after deployment and drive continuous improvement.

Detects and flags deviations from authorized changes — curbing ad-hoc modifications and enforcing change discipline.

Tracks every change across resources — who, what, when — to simplify compliance audits and strengthen security posture.

Traces incidents back to the exact changes that caused them — accelerating root cause analysis and resolution.

Continuously discovers unmanaged assets and uncatalogued resources — ensuring your CMDB stays complete, current, and audit-ready.