Risk reduction · Security detection
Detect early signs of compromise
Early attack activity often appears as a set of weak signals that do not individually cross an alert threshold.
The record
Telemetry these decisions draw on
- Failed and successful logins
- MFA events
- Device changes
- New API keys
- Privilege escalation
- Unusual data access
- Command execution
- Network connections
- Cloud-resource creation
The questions
What an agent answers
- Is this activity normal for the user or workload?
- Which weak signals form a suspicious sequence?
- Has an attacker established persistence?
- What systems or data are now at risk?
- What should be contained immediately?
"This is not normal travel activity. The account authenticated from a new device, bypassed the usual MFA flow, created an API key, and accessed customer data outside its historical pattern."
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