Vulnerability Triage Agent
Ingests raw vulnerability scan results, deduplicates and enriches findings with exploitability and asset context, and routes prioritized tickets to the right owning team.
Vulnerability scanners routinely produce thousands of findings per scan, and security teams lack the bandwidth to manually review each one, resulting in critical issues buried under low-risk noise
Generic CVSS severity scores don't account for whether a vulnerability is internet-facing, actively exploited, or sitting on a business-critical asset, so triage based on severity alone misallocates effort
Findings are frequently duplicated across multiple scan tools and lack clear ownership, causing tickets to sit unassigned or get fixed redundantly
This agent normalizes and deduplicates findings across scanners, enriches each one with exploit intelligence and asset business context, and automatically routes a prioritized, ticketed backlog to the correct owning team
The agent ingests raw output from multiple vulnerability scanners, normalizes finding formats, and deduplicates overlapping results referencing the same underlying issue. Each unique finding is enriched with exploit availability data, asset criticality and exposure (internet-facing vs. internal), and compensating controls already in place, producing a contextual risk score distinct from raw CVSS. Findings above the triage threshold are auto-ticketed and routed to the asset owner with a remediation SLA attached, while a dashboard tracks open risk exposure and time-to-remediate trends.
Ingest and Normalize Scan Data
- Pull raw findings from multiple vulnerability scanning tools
- Normalize finding formats and CVE references across sources
- Deduplicate findings representing the same underlying issue
- Match findings to assets in the configuration management database
Enrich with Risk Context
- Attach exploit availability and active exploitation intelligence
- Assess asset exposure (internet-facing vs. internal-only)
- Factor in asset business criticality and existing compensating controls
- Calculate a contextual risk score beyond raw CVSS
Route and Ticket
- Auto-create tickets for findings above the triage threshold
- Assign tickets to the correct owning team based on asset ownership
- Attach a remediation SLA based on risk tier
- Flag findings eligible for risk acceptance or compensating control instead of a fix
Track Remediation and Exposure
- Monitor ticket progress against remediation SLAs
- Escalate overdue critical findings automatically
- Track aggregate open risk exposure over time
- Report remediation velocity and SLA adherence by team