Too many findings. No clear view of what matters first.
Scanner backlogs grow quickly. Severity scores alone do not show which vulnerabilities, attack paths, or decisions need attention first. Eureka helps teams move from vulnerability overload to prioritized AppSec work.
Severity-sorted lists do not show which findings chain into real attack paths.
A vulnerability list does not show the attack path an attacker would take
A scanner can tell you what exists. It does not always show how findings connect, which combinations create meaningful exposure, or which fixes reduce the most risk to your business.
- Scanner findings are scattered across tools, exports, and dashboards
- A finding that looks urgent may not create real business risk
- A lower-severity issue can matter more when it opens the attack path
- Chained weaknesses create exposure that severity scores miss
- Your team can waste time fixing the longest list instead of the riskiest attack path
Attackers do not stop at individual vulnerabilities
Once attackers gain an initial foothold, they look for connected weaknesses that let them move deeper: exposed entry points, vulnerable dependencies, leaked secrets, weak controls and workflow gaps.
Eureka helps your team understand which findings connect into attack paths and which fixes reduce the most risk.
Priority comes from context
Focus on vulnerabilities that create real exposure for your application, not just the ones with the highest scanner score.
Vulnerabilities are not equal
A lower-severity issue may become critical when it connects to a larger attack scenario.
Attack paths show the chain
See how findings connect across code, dependencies, secrets, and workflow context.
Remediate the attack path
Fix the smallest set of issues that breaks the highest-risk attack paths first.
From 1,000 vulnerabilities to the 10 that matter
Fix the attack path. Not the whole haystack.
Scanner findings sorted by severity
Findings connected by application context
The fixes that reduce business risk
High severity is not always high risk. A lower-severity issue can matter more when it is part of an attack path to a valuable asset.
Why severity scores fall short
Scanner severity is useful, but it is only one signal. A critical finding may be lower priority if it does not create meaningful risk in your application. A lower-severity finding may matter more if it opens the attack path to sensitive data, weak controls or a larger attack scenario.
"Severity is a property of the vulnerability. Risk is a property of the business. Most reports conflate the two."
Built by leaders behind the OWASP Application Security Verification Standard (ASVS) and Secure Pipeline Verification Standard (SPVS).
Severity signal
Shows how serious a finding looks on its own, before any application context.
Business context
Shows whether the finding affects the systems, users, data, or workflows that matter.
ASVS context
Maps findings to relevant application security categories and control areas.
Attack-path context
Shows whether the finding connects to other weaknesses to form a realistic attack path.
Related thinking: Security design reviews, threat modeling and business context are key inputs when scanner severity alone does not show what to fix first.
Severity is not the same as business risk
Severity tells your team how serious a finding looks in isolation. Context shows whether that finding matters in your application, your workflow and your business.
Not all criticals are urgent.
Not all low-severity findings are safe.
The attack scenario is what changes the priority.
Scanner severity
Severity tells you how serious a finding looks on its own. It does not tell you whether that finding is reachable, connected to other weaknesses, or likely to create meaningful application risk.
Business context
Business context shows whether the finding affects the systems, users, data, or workflows that matter most.
Attack path context
Attack path context shows how vulnerabilities chain together across code, dependencies, secrets, and workflow context. This is what turns scattered findings into a clearer view of real exposure.
Remediation priority
Eureka helps your team focus on the fixes that break the highest-risk paths first. That means fewer wasted cycles on low-impact findings and clearer direction for engineering.
Decision history
Every decision stays connected to the finding: what was fixed, accepted, deferred, or validated. That record gives your team clarity now and proof later when customers, auditors, or reviewers ask.
Proof of action
Your team can show why a finding mattered, what changed, and which risk was handled.
From severity scores to attack-path priority
Severity is the starting point. Eureka shows which findings connect, which attack paths create real exposure and which fixes break the attack path first.
Collect the findings
Bring scanner results into one workflow.
Connect the chain
Show which vulnerabilities link together into a possible attack path.
Find the priority attack paths
Separate the few that matter from the long list of findings.
Fix what breaks the attack path
Focus engineering on the fixes that reduce the most business risk.
Keep the record
Track what changed, what was accepted, and what is still open.
See what actually creates application risk
Stop treating every finding like it carries the same weight. See which fixes matter first and which risks have already been handled.
What actually needs action
See which findings connect into meaningful attack paths, not just which ones have the loudest severity score. Prioritize based on exposure, chain context, business impact, remediation status, and decision history.
AI does not change what matters.
It changes how quickly threat actors find and exploit weaknesses.
AI-assisted vulnerability discovery is increasing the speed and volume of findings. Anthropic Mythos is an early signal of what security teams should expect next: more vulnerability discovery, faster pressure to patch and larger backlogs that still demand context before anyone knows what to fix first.
More findings, less time
AI-assisted discovery compresses the window between vulnerability discovery, disclosure, pressure to patch, and customer scrutiny.
More output does not mean better decisions
Scanner volume gets more dangerous when your team cannot separate isolated findings from real exposure.
The defensible response is prioritization
Your team needs to break the attack paths that matter and preserve the decision record as work happens.
Integrate with the tools you already trust.
Fix what matters first.
Your team may already use Snyk, GitHub Advanced Security, Semgrep, Veracode, SonarQube or other scanners. Eureka does not need to become another disconnected dashboard. It helps turn scanner findings into attack-path-aware prioritization, remediation tracking and audit history.
Built-in checks
Start with Eureka-supported coverage for code, secrets, and supply chain so your team can create an application security baseline.
Existing scanner output
Bring findings from the tools your team already uses, where supported, instead of managing fragmented outputs across separate dashboards, and reports.
Attack-path priority
See which findings chain together, which attack paths create real exposure, and which fixes reduce the most risk.
One workflow
Move from scattered reports to prioritized action, remediation tracking, decision history, and audit history.
Break the attack path.
Keep the proof.
Prioritization only matters if your team can act on it and show what changed. Eureka keeps the record of each finding, decision and remediation step, so your team can show which risks were handled and which were accepted.
Attack path record
Show which findings were connected, why the attack path mattered, and what work reduced the risk.
Remediation history
Track what was fixed, when it changed, and whether the finding was validated or reopened.
Decision trail
Capture accepted, deferred, or approved risk with the context attached to the finding.
Clearer record for review
Give customers, auditors, or reviewers a clear record of what was found, handled, and documented.
Frequently asked questions.
Common concerns about vulnerability prioritization and AppSec evidence.
Yes. Eureka can ingest supported scanner output and SARIF-compatible results, then normalize findings into one workflow for prioritization, remediation, and evidence.
Not usually. Eureka helps teams get more value from those tools by adding context, prioritization, workflow, and evidence on top of scanner findings.
No. Eureka can run scans, but its main value is turning scanner output into prioritized AppSec work: what matters, who owns it, what changed, what was accepted, and what evidence exists.
Attack-scenario prioritization looks at how findings connect to exposed surfaces, sensitive workflows, dependencies, secrets, weak controls, and business impact. The goal is to identify fixes that reduce meaningful risk.
Severity describes the vulnerability in isolation. Business risk also depends on reachability, affected assets, exposure, exploitability, connected weaknesses, and whether the finding contributes to a realistic attack scenario.
Eureka keeps the record of findings, priorities, decisions, owners, remediation activity, validation, approvals, and risk acceptance so teams can explain what was handled and why.
Stop guessing.
Start reducing risk.
Eureka helps your team move from scanner findings to attack-path priority, focused remediation and a clear record of what changed.
No scanner maze. No spreadsheet scramble. No guessing what happened later.