- Security engineers spend significant time each week on findings that cannot be exploited because the vulnerable function is never called in production.
- Developer trust in security tooling erodes as engineers learn that most CRITICAL findings do not require urgent action.
- The genuinely exploitable findings stay buried in the same queue as the noise, lengthening time-to-remediation for real risk.
For AppSec teams
Stop triaging what can't be exploited
Security teams using Cybret AI focus their remediation effort on findings that lie on paths an attacker can actually traverse. Everything else gets a lower-priority label automatically.
The problem
Scanners produce volume, not signal
A modern microservice deployment runs multiple scanners. Each scanner flags every pattern match and every package with a known CVE, regardless of whether the vulnerable code is reachable from any attacker-accessible entry point. The result is hundreds of findings per sprint, most requiring manual investigation before a triage decision can be made.
The solution
Reachability as the first filter
Before a finding is surfaced for triage, Cybret AI evaluates whether it lies on any execution path reachable from an entry point in your deployment. Unreachable findings are labeled and deprioritized. The triage queue shrinks to the subset where real attacker risk exists.
Illustrative example
Before: Raw scanner output
CRIT
api/handlers/auth.go:142
HIGH
libs/parser/xml.py:89
HIGH
util/serializer.ts:214
MED
vendor/lodash/merge.js:44
MED
internal/config/parse.go:67
After: Reachability filter applied
CRIT
api/handlers/auth.go:142
reachable
HIGH
libs/parser/xml.py:89
unreachable
HIGH
util/serializer.ts:214
unreachable
MED
vendor/lodash/merge.js:44
unreachable
MED
internal/config/parse.go:67
reachable
Workflow
Built into your existing tools
Cybret AI adds a reachability layer to the tooling you already use, without requiring you to replace any of it.
Connect scanners
Push SARIF output from Semgrep, Snyk, Trivy, or GitHub Advanced Security via API or CI step.
Receive verdicts
Each finding is annotated with reachable, unreachable, or dormant status based on the execution graph and optional runtime data.
Route to Jira or GitHub
Reachable findings are synced as high-priority tickets. Unreachable findings are created with a lower severity label for future review.
Track reachability over time
As your codebase changes, verdicts update automatically. A fix that removes the vulnerable path promotes the finding to resolved without manual input.
Triage only what matters
Connect your scanner output and see how reachability filters change the shape of your queue.