Triage & Remediation Assist
AI-assisted vulnerability remediation for modern AppSec teams. Prioritize attackable risk, keep backlog current in Checkmarx One, and deliver review-ready suggested fixes with governed AI triage.
AI-Speed Development Needs Attackability-Based Triage and Review-Ready Fixes
AI-generated code and dependency churn can overwhelm AppSec teams with findings.
Triage Assist evaluates eligible risk, while Remediation Assist provides review-ready suggested fixes and proof of impact in Checkmarx One Analytics.
Too many findings from scans generate noise, slow remediation, and bury real risk.
Prioritizing what to fix
Use AI reasoning, reachability, exploitability, policy, and Checkmarx One context to classify findings, suppress noise, and focus teams on the issues most likely to reduce exposure.
Manual remediation doesn’t scale. Security passes findings to developers, forcing context switches — work slows down and fixes stall.
Guiding developers to make safe changes
Turn prioritized PR and backlog risks into review-ready remediation in Checkmarx One. For supported GitHub code repository projects, generate fix PRs for review and merge.
MTTR continues to grow, increasing exposure windows and audit risk across the organization.
Faster MTTR With Fewer Escalations
Reduce MTTR by up to 95% and help more findings get fixed on the first attempt with Attackability-based decisions, review-ready guidance, and proof in Analytics.
Resolve Risk as Fast as AI Delivers It
Turn scan results into prioritized decisions and review-ready fixes without manual triage or workflow disruption.
AI-Assisted Triage and Remediation That Proves Impact
Only 9% of orgs fix 90%+ of vulnerabilities within 90 days. Triage Assist and Remediation Assist help teams keep backlog current, reduce MTTR, and prove remediation impact in Analytics.
Up to 95% faster MTTR
Prioritize eligible SAST and SCA findings by Attackability, reduce repetitive triage effort, and move faster from finding to action.
Up to 60% Lower Operational Cost
Reduce remediation cost with AI-assisted triage, review-ready fixes, fewer handoffs, and less rework across AppSec and development teams.
65%+ Fixed First Attempt
Help developers resolve findings on the first attempt with context-aware remediation guidance and review-ready fixes.
Reduce Exposure Window
Focus teams on reachable, exploitable risk sooner, keep backlog current, and accelerate fixes before attackable issues linger.
Fix Where Code Ships. Govern Risk in Checkmarx One.
Analyze eligible SAST/SCA findings across supported project workflows. Prioritize attackable risk, keep backlog current, generate review-ready remediation guidance in Checkmarx One, and prove impact in Analytics. For supported GitHub Code Repository Integration projects, extend AI-assisted triage and remediation directly into the pull request workflow.
AI Powered Risk Resolution Across SCM Workflows and Checkmarx One
Analyze eligible findings across supported project workflows, then deliver Al triage and remediation guidance in Checkmarx One. For supported GitHub Code Repository Integration projects, extend the experience directly into pull requests with Al triage and review-ready fix PRs. In Checkmarx One, AppSec teams can review Al-generated context, re-trigger analysis when risk needs updated review, update risk state, and keep backlog current in Risk Orchestration.
Intelligent Prioritization. Governed Remediation.
AppSec tools that surface findings and flood the backlog slow teams down. Triage Assist prioritizes eligible SAST/SCA risks using attackability, code context, and policy. Remediation Assist turns prioritized risk into remediation guidance in Checkmarx One and review-ready GitHub fix PRs where supported.
Scan Output Analysis
Triage Assist and Remediation Assist use findings generated by Checkmarx One SAST and SCA scans at the repository and pull request stage. Findings are enriched with code, policy, and AI-generated context so AppSec teams can review triage results, update risk state, and preserve decision rationale in Checkmarx One.
Attackability-Driven Prioritization
Classify findings as False Positive, Acceptable Risk, or Action Required based on reachability, exploitability, policy, and code context. Automated triage rules and cadence help keep eligible backlog risks current, so teams focus on the findings that materially reduce exposure.
Dual Mode Remediation
Support pre-release and post-commit execution. For supported GitHub Code Repository Integration projects, surface Al triage verdicts and remediation options directly in pull requests before merge. Across supported project types, use Checkmarx One to review backlog risks, trigger updated Al analysis, and view remediation guidance, with GitHub fix PR creation available where supported.
Prove Adoption, Time Saved, and Remediation Impact
Use AI Assist Usage Analytics to measure adoption, developer time saved, PR usage, recommendation engagement, suspected false positives, remediation activity, and overall AI Assist impact across projects and time ranges.
Why the World’s Top Teams Choose Checkmarx
“We’ve seen an 80% noise reduction — our engineers now focus on the high-quality risks that matter.”Explore Best Buy Case Study
“By far the best AppSec tooling decision we have made”
“Checkmarx gave us a 90% reduction in vulnerabilities in just a few months.”
“Unifying our AppSec tools with Checkmarx gave us a single source of truth.”
“With 2.1B lines of code scanned monthly, Checkmarx gives us the scale and speed we need.”
“Checkmarx fits seamlessly into our DevOps pipelines—it’s a truly scalable solution.”
“From a buyer perspective, Checkmarx’s approach offers a structured and role-aware entry point into agentic security. ”
“Incorporating Checkmarx’s technology has revolutionized our development culture ”
“Checkmarx One made our security team and developers life easier.”
“The success of our AppSec program can be directly attributed to the tooling, processes and support provided by the Checkmarx managed services.”
“Bringing ASPM context directly into the IDE reflects a forward-looking approach to prioritizing security efforts based on risk earlier in the development process.”
Frequently Asked Questions
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See AI-Assisted Remediation in Action
Triage and Remediation Assist turn findings into decisions and review ready fixes with less friction, stronger governance, and governed AI-assisted remediation.
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Checkmarx One Makes a Real Difference to the Level of Your Security.
Code to Cloud Security
Learn how to protect your organization across the software supply chain with AppSec that covers every pipeline.
Stay ahead With AI
Go beyond the hype, to discover how Agentic AI delivers autonomous AppSec as fast as your development.
End the Guesswork
Get the secret to saving time and fixing what matters with unique correlation and prioritization.
Let Your Devs Work
Make DevSecOps happen by fostering collaboration between security and development.
Create security champions
Experience AppSec that seamlessly integrates into workflows, so devs are happy to play their part.
Make Post-Commit Risk
Actionable at Scale
See how Checkmarx Triage & Remediation Assist helps teams prioritize exploitable findings, cut noise, and deliver review-ready fixes at enterprise scale.
