--- title: "Triage and Remediation" date: "2026-06-04T14:36:40+00:00" url: "https://checkmarx.com/product/triage-and-remediation/" description: "Checkmarx Triage & Remediation Assist prioritizes attackable risk, keeps backlog current, and delivers review-ready suggested fixes with human approval and governance." --- # Triage and Remediation Checkmarx One – Agentic AI # 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. [Schedule a Demo](#form) [See How It Works](#video) Attackability-based triage Review-ready remediation Measured in Analytics Agentic AI Triage and Remediation Assist ## 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. The Problem Too many findings from scans that generate noise, slow remediation, and bury real risk. ![Target](https://checkmarx.com/wp-content/uploads/2026/06/Target-1.svg) Context-Aware Agentic Triage ### 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. The Problem Manual remediation doesn’t scale. Security passes findings to developers, forcing context switches — work slows down and fixes stall. ![Checkmark Brackets](https://checkmarx.com/wp-content/uploads/2026/06/Checkmark-Brackets-1.svg) Review-Ready Vulnerability Remediation ### 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. The Problem MTTR continues to grow, increasing exposure windows and audit risk across the organization. ![Fast](https://checkmarx.com/wp-content/uploads/2026/06/Fast-1.svg) Reduced MTTR & Escalations ### 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. [Request a Demo](#form) See It in Action ## Resolve Risk as Fast as AI Delivers It Turn scan results into prioritized decisions and review-ready fixes without manual triage or workflow disruption. [Schedule a Demo](#form) 3 min. watch Developer-First Security ## 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. ![Timer](https://checkmarx.com/wp-content/uploads/2026/06/Timer-1.svg) ### Up to 95% faster MTTR Prioritize eligible SAST and SCA findings by Attackability, reduce repetitive triage effort, and move faster from finding to action. ![Rocketship](https://checkmarx.com/wp-content/uploads/2026/06/Rocketship-1.svg) ### 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. ![Reduce Operational Cost](https://checkmarx.com/wp-content/uploads/2026/06/Reduce-Operational-Cost-1.svg) ### 65%+ Fixed First Attempt Help developers resolve findings on the first attempt with context-aware remediation guidance and review-ready fixes. ![Reduce Exposure](https://checkmarx.com/wp-content/uploads/2026/06/Reduce-Exposure-1.svg) ### Reduce Exposure Window Focus teams on reachable, exploitable risk sooner, keep backlog current, and accelerate fixes before attackable issues linger. [Request a Demo](#form) AI Powered Risk Resolution ## Fix Where Code Ships. Govern Risk in Checkmarx One. Analyze eligible SAST/SCA findings from pull requests and repository scans. Prioritize attackable risk, keep backlog current, generate review-ready remediation guidance, and prove impact in Analytics. 01 AI Powered Risk Resolution Inside the Pull Request 02 Intelligent Prioritization. Governed Remediation. 03 Scan Output Analysis 04 Attackability-Driven Prioritization 05 Dual Mode Remediation 06 AI Assist Analytics ### AI Powered Risk Resolution Across PRs and Checkmarx One Analyze findings from pull requests and repository scans, then deliver AI triage, remediation guidance, and review-ready GitHub fix PRs where supported. In Checkmarx One, AppSec teams can review AI-generated context, re-trigger analysis when risk needs updated review, update risk state, and keep backlog current in Risk Orchestration. [ See It in Action → ](#form) ![AI Powered Risk Resolution Inside the Pull Request](https://checkmarx.com/wp-content/uploads/2026/06/AI-Powered-Risk-Resolution-Inside-the-Pull-Request.webp) ### 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. [ See It in Action → ](#form) ![Intelligent Prioritization. Governed Remediation.](https://checkmarx.com/wp-content/uploads/2026/06/Intelligent-Prioritization.-Governed-Remediation.webp) ### 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. [ See It in Action → ](#form) ![Scan Output Analysis](https://checkmarx.com/wp-content/uploads/2026/06/Scan-Output-Analysis.webp) ### 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. [ See It in Action → ](#form) ![Attackability-Driven Prioritization](https://checkmarx.com/wp-content/uploads/2026/06/Attackability-Driven-Prioritization.webp) ### Dual Mode Remediation Support pre-release and post-commit execution. In pull requests, surface AI triage verdicts and remediation options before merge. In Checkmarx One, review backlog risks, trigger updated AI analysis, view remediation guidance, and create GitHub fix PRs where supported. [ See It in Action → ](#form) ![Dual Mode Remediation](https://checkmarx.com/wp-content/uploads/2026/06/Dual-Mode-Remediation.webp) ### 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. [ See It in Action → → ](#form) Customer Stories ## Why the World’s Top Teams Choose Checkmarx ![](https://checkmarx.com/wp-content/uploads/2026/05/BestBuyLogoReversedRGB-1.svg) > “We’ve seen an 80% noise reduction — our engineers now focus on the high-quality risks that matter.” [ Explore Best Buy Case Study ](https://checkmarx.com/resources/best-buy/) ![](https://checkmarx.com/wp-content/uploads/2025/09/Checkmarx-Best-Buy-Testimonial-V2.webp) ![](https://checkmarx.com/wp-content/uploads/2026/05/logo_gartner_peer_insights_3x.webp) > “By far the best AppSec tooling decision we have made” ![](https://checkmarx.com/wp-content/uploads/2026/05/logo_cebu_pacific_3x.webp) > “Checkmarx gave us a 90% reduction in vulnerabilities in just a few months.” ![](https://checkmarx.com/wp-content/uploads/2026/05/logo_software_ag_3x.webp) > “Unifying our AppSec tools with Checkmarx gave us a single source of truth.” ![](https://checkmarx.com/wp-content/uploads/2026/05/logo_best_buy_3x.webp) > “With 2.1B lines of code scanned monthly, Checkmarx gives us the scale and speed we need.” ![](https://checkmarx.com/wp-content/uploads/2026/05/logo_trade_van_3x.webp) > “Checkmarx fits seamlessly into our DevOps pipelines—it’s a truly scalable solution.” ![](https://checkmarx.com/wp-content/uploads/2026/05/IDC.svg) > “From a buyer perspective, Checkmarx’s approach offers a structured and role-aware entry point into agentic security. ” ![](https://checkmarx.com/wp-content/uploads/2026/05/logo_dell_3x.webp) > “Incorporating Checkmarx’s technology has revolutionized our development culture ” ![](https://checkmarx.com/wp-content/uploads/2026/05/logo_gartner_peer_insights_3x.webp) > “Checkmarx One made our security team and developers life easier.” ![](https://checkmarx.com/wp-content/uploads/2026/05/logo_allwyn_3x.webp) > “The success of our AppSec program can be directly attributed to the tooling, processes and support provided by the Checkmarx managed services.” ![](https://checkmarx.com/wp-content/uploads/2026/05/IDC-1.svg) > “Bringing ASPM context directly into the IDE reflects a forward-looking approach to prioritizing security efforts based on risk earlier in the development process.” Take the next step ## Related Resources Explore the Topic [Blog ### Why Vulnerability Detection Doesn’t Scale Discover why finding more vulnerabilities isn’t enough – and how modern AppSec must shift from detection at scale to remediation at scale. Read Now ](https://checkmarx.com/blog/why-vulnerability-detection-doesnt-scale/) [ BlogStop Manual Triaging, Start Agentic Fixing Read Now ](https://checkmarx.com/blog/stop-manual-triaging-start-agentic-fixing/) Learn the Landscape [Blog ### Guardrails for Agentic Development Learn why AI-driven development requires guardrails, not gates, and how organizations can secure software without slowing innovation. Read Now ](https://checkmarx.com/blog/guardrails-for-agentic-development/) [ BlogCheckmarx Application Security Guide to Claude Mythos Read Now ](https://checkmarx.com/blog/checkmarx-application-security-guide-to-claude-mythos/)[ BlogAttackability: Why Context, Not Reachability, Should Drive Remediation Read Now ](https://checkmarx.com/blog/ai-llm-tools-in-application-security/reachability-was-a-breakthrough-but-now-its-not-enough/)[ WebinarAgentic AppSec in Action Watch Now ](https://checkmarx.com/agentic-appsec-in-action-webinar/) Dig Into the Capabilities [Solution brief ### Triage Assist & Remediation Assist Move from findings to fixes faster with governed AI that prioritizes real risk and delivers merge-ready remediation in pull requests. Read Now ](https://checkmarx.com/resources/triage-assist-remediation-assist/) [ WhitepaperThe Agentic AI Buyer’s Guide Read Now ](https://checkmarx.com/the-agentic-ai-buyers-guide/) Common Questions ## Frequently Asked Questions QUICK LINKS [ ![](https://checkmarx.com/wp-content/uploads/2026/06/Documentation-Color.svg) Documentation ](https://docs.checkmarx.com/) [ ![](https://checkmarx.com/wp-content/uploads/2026/06/Resources-Color.svg) Resources ](https://checkmarx.com/resources/) [ ![](https://checkmarx.com/wp-content/uploads/2026/06/Trust-Center-Color.svg) Trust Center ](https://checkmarx.com/trust/) [ ![](https://checkmarx.com/wp-content/uploads/2026/06/Schedule-a-Demo-Color.svg) Schedule a Demo ](https://checkmarx.com/request-a-demo/) [ ![](https://checkmarx.com/wp-content/uploads/2026/06/Schedule-a-Integrations-Color.svg) Integrations ](https://checkmarx.com/why-checkmarx/integrations/) What is Checkmarx Triage Assist and Remediation Assist? They are agentic AI capabilities within Checkmarx One that perform agentic AI vulnerability assessment on scan findings, prioritize risk using Attackability, and generate review ready remediation inside pull requests. Do Triage Assist and Remediation Assist require Checkmarx One? Yes. These capabilities operate on findings generated within the Checkmarx One platform. Which scan types are supported? SAST and SCA findings generated within Checkmarx One. Does it support automated vulnerability remediation without breaking builds? It generates validated remediation with developer review. Fixes are delivered as diffs or remediation pull requests and are designed to preserve build stability and avoid unintended side effects. How does it reduce false positives and alert fatigue? By correlating findings with policy context plus exploitability and reachability analysis, it suppresses noise and elevates the small set of issues that materially reduce risk. Can this scale across multiple teams and projects? Yes. Triage and Remediation Assist are designed for enterprise scale AppSec programs with governed controls and usage limits. Can we use it for pull request security (pre-release) and backlog cleanup (post-commit)? Yes. Dual-mode operation supports PR-time triage and remediation options, as well as governed remediation PRs for existing findings. What governance controls exist for agentic remediation? Controls include scoped rollout (repo/branch), eligibility criteria, usage limits, action mode (diffs vs PR), and auditability. Nothing auto-merges; developers remain accountable for final changes. Is this a ‘security analyst agent’ for AppSec? It’s similar in outcome (faster triage and consistent decisions), but purpose-built for PR-native execution that produces review-ready fixes where code is approved and merged. Get a Personalized Demo ## See AI-Assisted Remediation in Action Triage and Remediation Assist turn findings into decisions and review ready fixes with less friction, stronger governance, and automated remediation support. ### Thank You! Your Custom Checkmarx Demo Request was Successfully Sent! ![thank you page decoration](https://checkmarx.com/wp-content/uploads/2026/05/get-a-demo-thank-you-1.webp) See for Yourself ## Checkmarx One make 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. Real-Time Agentic Risk Resolution ## 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. [Schedule a Demo](#form) [Explore the Platfrom](https://checkmarx.com/product/application-security-platform/) ![Gartner Logo - CTA Awards](https://checkmarx.com/wp-content/uploads/2026/06/Gartner-Logo-CTA-Awards.svg) A Gartner® Magic Quadrant Leader™ ![Forrester](https://checkmarx.com/wp-content/uploads/2026/06/Forrester.svg) A Forrester Wave Leader™ ![SOC2 Logo](https://checkmarx.com/wp-content/uploads/2026/06/SOC2-Logo.svg) SOC 2 Type II Certified