Solutions · RBVM

Risk-BasedVulnerabilityManagementwithAIAgentsforClearRiskDecisions

Continuously prioritize vulnerabilities based on exploitability, asset importance, and real-world context — so remediation efforts translate into measurable risk reduction, not growing backlogs.

The Problem

Why Traditional Vulnerability Management Fails

Most security teams are drowning in scanner noise. CVSS-driven prioritization creates the illusion of control while leaving real risk unaddressed.

Vulnerability Volume Overload

Scanners generate thousands of findings across dozens of tools. Without intelligent deduplication and correlation, teams waste cycles on the same issues reported multiple ways.

CVSS-Driven Prioritization

CVSS measures theoretical severity in isolation. A 9.8 on an isolated dev server is not the same risk as a 7.2 on your payment API — but CVSS treats them the same.

No Exploit Context in Decisions

Without exploit intelligence — EPSS scores, KEV catalog data, active threat feeds — teams cannot distinguish between what could be exploited and what is being exploited.

Validation That Does Not Scale

Manual triage of every finding is unsustainable. Teams need automated, context-aware correlation to filter non-actionable findings and focus on signal, not noise.

Outcomes Unclear to Leadership

Executives see vulnerability counts, not risk reduction. Without trending and business-aligned metrics, security teams cannot demonstrate measurable progress.

Severity Treated as Risk

Severity is a technical attribute. Risk requires context — asset criticality, exploit availability, environmental exposure, and compensating controls. Most tools conflate the two.

0Fewer security incidents
0Faster remediation cycles
0Fewer false positives
0Return on investment
Key Insight

Fixthe3%ThatActuallyGetsExploited

Out of 10,000 scanner findings, only a small fraction drives real risk. Strobes helps you find and fix exactly those — by combining exploit intelligence, asset criticality, and environmental context into a single risk score that teams can act on.
100+
Integrations

Aggregate findings from every scanner and security tool in your stack

70%
Noise Reduced

Deduplication and risk-based prioritization cut through alert fatigue

24h
Mean Time to Fix

Critical findings remediated within SLA with automated routing

3%
Actionable Risk

Focus on the findings that actually matter to your business

The Risk Engine

From Vulnerabilities to Measurable Risk Reduction

Strobes turns scanner noise into clear, prioritized action that your teams can execute and leadership can track.

Risk Funnel
Raw Findings
Deduplicated
Exploit Intel
Asset Context
Actionable Risk
Risk Factors Applied
EPSS Score
Exploit prediction probability
35%
KEV Catalog
Known exploited vulnerabilities
25%
Asset Criticality
Business impact tier
20%
Compensating Controls
WAF, segmentation, patching
10%
Environmental Score
Network reachability
10%
CVSS vs Risk Score
FindingCVSSRiskKEV
CVE-2024-3094
XZ Utils backdoor in libLZMA
prod-api-01
10
YES
CVE-2024-21887
Ivanti Connect Secure RCE
vpn-gateway
9.1
YES
CVE-2023-44487
HTTP/2 Rapid Reset DDoS
lb-prod-east
7.5
YES
CVE-2024-0056
SQL injection in .NET provider
dev-staging-02
9.8
CVE-2024-1234
Info disclosure in debug endpoint
internal-docs
5.3
How It Works

Five Steps from Scanner Noise to Risk Reduction

A structured pipeline that transforms raw vulnerability data into prioritized, actionable work with measurable outcomes.

The Pipeline
STEP
1/5
consolidate & normalize
LIVE

Aggregate findings from 100+ security tools into a unified, deduplicated inventory. Scanner overlap is removed automatically, reducing finding volume by up to 70%.

Scanner Feeds
0/7 ingested
Qualys
Tenable
Burp Suite
SonarQube
Snyk
AWS Inspector
Trivy

See the Platform in Action

Get a personalized walkthrough of Strobes RBVM — from risk scoring to executive reporting.

Capabilities

Everything You Need for Risk-Based Vulnerability Management

Purpose-built capabilities that replace guesswork with precision across your entire vulnerability lifecycle.

Advanced Risk Scoring Engine

RBVM replaces static severity with risk scores based on exploit likelihood, asset importance, and environmental context. Scores update continuously as threats, patches, and controls change — keeping priorities aligned with real conditions.

  • EPSS integration for exploit probability
  • CISA KEV catalog matching
  • Asset criticality weighting
  • Compensating control factoring
Executive View

Risk Trending and Executive Metrics

Leadership gains clear visibility into risk posture, remediation velocity, and progress — without relying on raw vulnerability counts.

RBVM Executive Dashboard
Organization Risk
Risk Score
-33 pts from last quarter
12-Month Trend-56% YoY
JanAprJulOctDec
Severity Breakdown
Critical
23
High
89
Medium
134
Low
61
Remediation Velocity
MTTR Critical
4.2h
-38%
MTTR High
18h
-24%
SLA Compliance
94%
+12%
Open > 90 Days
7
-61%
Highest Risk Assets
prod-api-gateway
API · 12 findings
94
payment-service
Service · 8 findings
87
customer-db-primary
Database · 5 findings
82
auth-service-v2
Service · 9 findings
76
Total Assets
1,247
At Risk
89
Findings
4,183
Resolved
3,876
Integrations

Aggregate Data from All Your Favorite Tools

Strobes offers 100+ integrations with a wide range of tools — code repositories, automation tools, SAST, DAST, cloud scanners, infrastructure scanners, ticketing, and messaging platforms.

SAST & DAST Scanners

Ingest findings from Checkmarx, Snyk, SonarQube, Fortify, Burp Suite, OWASP ZAP, Nessus, Qualys, and more.

Cloud & Infrastructure

AWS Inspector, Azure Defender, GCP Security Command Center, Prisma Cloud, Wiz, and custom scanners.

DevOps & Ticketing

Jira, GitHub Issues, Azure DevOps, GitLab, ServiceNow — bidirectional sync with full context.

Strobeshasbeenanexceptionaltoolforvulnerabilitymanagement.ThecontextualriskscoringfinallyletsusfocusonwhatmattersinsteadofchasingCVSSscores.The200+integrationsandcustomizabledashboardsgiveourSecOpsteaminstantvisibilityacrossourentireGCPmulti-projectsetup.

Khagendra T.

Associate Director — Cloud & App Security · Enterprise (> 1000 emp.)

FAQ

Frequently Asked Questions

Prioritize Exploitable Risk with Precision

Continuously rank vulnerabilities by exploitability, asset criticality, and real-world exposure — so remediation effort drives measurable risk reduction.