Checkmarx Automated Triage and Remediation Assist Agents
Checkmarx for Developers
Blog
Research
Checkmarx One – Agentic AI

Automated Triage & Remediation
Assist Agents

Resolve security findings as fast as development moves. Checkmarx’s Triage Assist and Remediation Assist analyze scan results, prioritize risk, and deliver review ready fixes directly inside pull requests

Agentic AI Triage and Remediation Assist

Automated Triage & Remediation:
Reduce AppSec Friction at Scale

Modern AI-driven development produces thousands of findings, more than most teams can manage. Automated Triage and Remediation Assist Agents transform scan output into prioritized decisions and merge-ready fixes teams can trust.

The Problem
Too many findings from scans that generate noise, slow remediation, and bury real risk.
Intelligent Triage

Prioritizing what to fix

Agents evaluate findings using Attackability, an AI-driven triage that combines reachability, exploitability, and policy context to surface what actually requires action.

The Problem
Manual remediation doesn’t scale. Security passes findings to developers, forcing context switches — work slows down and fixes stall.
Merge-Ready Remediation

Guiding developers to make safe changes

Agents generate context aware, merge-ready fixes using Safe Refactor principles to preserve build stability and existing approval workflows.

The Problem
MTTR continues to grow, increasing exposure windows and audit risk across the organization.
Reduced MTTR & Escalations

Security and Velocity

Remediate at the speed of your development pipelines, so attackable issues are resolved before merge – without slowing delivery.

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.

Developer-First Security

From Findings to Approved Fixes.
Automated Triage. Measurable Outcomes.

Reduce MTTR

Automatically prioritize attackable findings and eliminate wasted triage effort across every repo and team.

Find to Fix Faster

Turn scan results into decision-grade verdicts and review-ready remediation directly in pull requests.

Reduce Operational Cost

Fewer manual exploit chain investigations, less rework, more throughput for your AppSec and engineering teams.

Reduce Exposure

Shrink exposure windows by resolving attackable risk before merge — not after it’s already in production.

AI Powered Risk Resolution

Fix Where Code Ships. Inside the Pull Request.

Analyze findings from pull requests and repository scans. Deliver decisions and remediation where code is reviewed and approved – not in a separate security portal no one checks.

AI Powered Risk Resolution Inside the Pull Request

CI and Repositories: Analyze findings from pull requests and repository scans, and deliver decisions and remediation where code is reviewed and approved.
Intelligent Scan Output: Attackability-driven prioritization identifies what truly requires action.
Pull Request Execution at Scale: Preserve decision rationale, scope, and review context directly within pull requests.

See It in Action
AI Powered Risk Resolution Inside the Pull Request

Intelligent Prioritization. Governed Remediation.

AppSec tools that surface findings and flood your backlog slow teams down. Checkmarx’s Triage Assist and Remediation Assist convert scan results into prioritized decisions and review– ready fixes directly inside pull requests.

See It in Action
Intelligent Prioritization. Governed Remediation.

Scan Output Analysis

Triage 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 and policy context for accurate, defensible decision making.

See It in Action
Scan Output Analysis

Attackability-Driven Prioritization

Classify findings as False Positive, Acceptable Risk, or Action Required based on reachability, exploitability, and policy context. Focus teams on what materially reduces risk.

See It in Action
Attackability-Driven Prioritization

Dual Mode Remediation

Supports proactive and reactive execution. Pre-Release:Surface triage verdicts and remediation options directly in pull requests. Post-Commit: Generate governed remediation pull requests for existing findings.

See It in Action
Dual Mode Remediation
Customer Stories

Why the World’s Top Teams Choose Checkmarx

Common Questions

Frequently Asked Questions

Get a Personalized Demo

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

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.