How does Pixee reverse the math on security backlogs

Pixee eliminates vulnerabilities faster than they accumulate through intelligent triage that eliminates 80% of false positives, automated remediation at scale across thousands of repositories, and context graph validation of every fix before deployment.

Solutions Hub

Don't just find it.
Pixee it.

Backlog elimination. AI code velocity. Team scaling. Compliance automation. One platform understands your context and delivers intelligent remediation for all of them.

Stop shuffling security risk.
Start eliminating it.

Two thirds of organizations carry vulnerability backlogs exceeding 100,000 items because AppSec teams cannot triage fast enough and developers cannot fix fast enough. Your backlog compounds faster than you can shrink it. Automated triage and remediation reverse the math.

100,000+

vulnerability backlogs cleared in under 90 days

The Challenge

Why manual remediation fails

Known vulnerability exploitation is now the #2 breach vector

Verizon's 2025 DBIR shows exploitation of known vulnerabilities jumped 34% year over year. Your backlog is not technical debt. It is an attack surface attackers will not wait to exploit.

You create debt faster than you can pay it down

17 new vulnerabilities per month. 6 fixed per month. AI code assistants multiply developer velocity 10x. The math is getting worse.

Every quarter, the same board question

Why is this number still growing? Because you hired more scanners, not more fixers.

The Solution

Reverse the math. Eliminate faster than you accumulate

TRIAGE

Intelligent triage eliminates 98% of false positives

Most scanner findings point to code that never executes or vulnerabilities hidden behind authentication. Exploitability analysis traces actual code paths to prove which findings are exploitable in your environment, so your AppSec team investigates real threats instead of phantom risks.

REMEDIATE

Automated remediation at scale across thousands of repositories

Pixee generates contextual fixes that respect your coding standards, security policies, and architectural patterns. These production-ready pull requests get merged because they look like your team wrote them and they won’t break builds.

VALIDATE

Context graph validates every fix before deployment

Every automated fix gets verified against your codebase relationships, dependencies, and runtime behavior. Pixee won't generate changes that break builds or introduce regressions.

Multi-repository orchestration

Manage remediation across thousands of repos from a single dashboard. No manual coordination across teams or microservices.

Scanner-agnostic architecture

Works with Snyk, Veracode, Checkmarx, SonarQube, CodeQL, Semgrep, and 40+ others. Switch tools without disrupting remediation.

Deployment flexibility

Self hosted for data sovereignty. Air gapped for regulated industries. Cloud SaaS for speed.

Key Benefits

Benefit 1

Shrink your attack surface at scale.‍

Metric

1 engineer : 10,000 fixes

Every open vulnerability is an attack surface waiting to be exploited. Manual remediation can't keep pace. With Pixee one engineer can close what used to require a team of ten. The backlog shrinks. The risk drops. Your team focuses on threats that actually need human judgment.

Benefit 2

Reclaim your AppSec team for strategic work.

Metric

74% less time on manual triage.

Your senior security engineers shouldn't spend their days clicking through scanner dashboards. Automated triage eliminates manual investigation time, freeing your team to focus on architecture reviews, threat modeling, and security strategy.

Benefit 3

Transform board risk narrative.

Metric

Hope → Proof‍

Every board meeting, the story's the same. A growing backlog with stretched resources. Pixee flips the script by delivering automated fixes, measurable progress, and audit-ready evidence

Get Started

Stop managing backlogs.
Eliminate them.

Your board wants risk reduction, not prioritization spreadsheets. See how enterprise security teams eliminate vulnerability backlogs while preventing new accumulation.

Get a Demo

Don't just find it.Pixee it.

Stop shuffling security risk. Start eliminating it.

Why manual remediation fails

Known vulnerability exploitation is now the #2 breach vector

You create debt faster than you can pay it down

Every quarter, the same board question

Reverse the math. Eliminate faster than you accumulate

Multi-repository orchestration

Scanner-agnostic architecture

Deployment flexibility

Key Benefits

Reclaim your AppSec team for strategic work.

Transform board risk narrative.

Stop managing backlogs. Eliminate them.

Don't just find it.
Pixee it.

Stop shuffling security risk.
Start eliminating it.

Stop managing backlogs.
Eliminate them.