--- title: "Fusion and Triage & Remediation – Campaign Page" date: "2026-10-01T15:19:41+00:00" url: "https://checkmarx.com/fusion-triage-remediation-assist-campaign/" description: "Fusion and Triage & Remediation Assist extend Next Gen SAST's hybrid detection with multiple frontier AI models, catching vulnerabilities traditional approaches miss." --- # Fusion and Triage & Remediation – Campaign Page Securing the AI Era ## Put an End to Your Backlog Your AppSec backlog was already too big, and it keeps growing. AI-generated code is adding new vulnerabilities, Mythos is surfacing novel risks, and attackers use AI to exploit flaws faster. Noisy findings, manual triage, and slow fixes make catching up impossible. The last thing you want is more findings, but ignoring risk also isn’t an option. **Checkmarx doesn’t just reduce your backlog – it wipes it out**. One connected loop captures real risk, fixes what’s attackable, and prevents new vulnerabilities to keep your backlog at **zero**. [Explore the Path to Zero](https://checkmarx.com/request-a-demo/) [Video](https://checkmarx.com/wp-content/uploads/2026/10/Demo-Fusion-Triage-Remediation-Assist.mp4) 0:00 / 0:00 ## Three Problems Make Backlog Zero Harder to Reach: ![](https://checkmarx.com/wp-content/uploads/2026/06/Warn-1.svg) ### A Backlog That Keeps Growing AI generates code faster than AppSec can keep up – noisy findings, manual triage, and fixing AI-generated code without context slows teams down. New release requirements add pressure, and unresolved vulnerabilities prevent software from shipping. ![](https://checkmarx.com/wp-content/uploads/2026/06/Warn-1.svg) ### There’s More Risk to Find You're already overwhelmed, and backlog may be hiding a much bigger problem. Mythos showed how frontier AI can uncover complex, novel vulnerabilities. Ignoring hidden risk isn't an option, even if it means adding more findings to your backlog. ![](https://checkmarx.com/wp-content/uploads/2026/06/Warn-1.svg) ### And Less Time to Fix It Meanwhile, attackers are using advances in AI to find and exploit vulnerabilities faster. The window to act is shrinking, leaving teams less time to discover and eliminate risk before attackers get there. The Solution ## Streamline Your Path to Zero Backlog zero shouldn’t be a pipe dream. Checkmarx brings five capabilities together to uncover missed vulnerabilities and eliminate what’s attackable, clearing your backlog and keeping it at zero: 1 **Autonomous Remediation** 2 **Prioritization** 3 **Fidelity** 4 **Completeness** 5 **Prevention** An independent governance layer ties all five together, enforcing security policies, tracking findings through remediation, and providing audit-ready evidence of resolved risk. One Loop From Code Creation to Merged Fix ## Checkmarx Doesn’t Shrink Backlogs – It Eliminates Them. Remediation Assist ### Turn Findings Into Fixes at Scale Turn vulnerability and application context into review-ready fixes, reducing manual investigation and accelerating remediation. Triage Assist ### Prioritize What Needs Action Use AI reasoning, reachability, exploitability, code context, and security policies to separate findings that require action from those that don’t. Fusion ### Capture More Risk Without More Noise Uncover complex vulnerabilities existing scanners miss without adding noise to your backlog. Fusion combines deterministic scanning with frontier AI reasoning, including Mythos, then validates and reconciles findings to reduce false positives, delivering higher-fidelity coverage and predictable costs. Developer Assist ### Prevent Risk at the Source Keep new vulnerabilities out of the backlog by identifying and fixing them as code is written, then rescanning to verify the risk has been removed. 85% #### Time Saved on Critical Vulnerabilities Developer Assist reduces time spent fixing critical vulnerabilities from approximately 3.5 hours to 20–30 minutes. 2.2x #### Higher Detection Fidelity F1 score measures detection accuracy by balancing precision and recall. Fusion achieves an F1 score of 0.74, compared with 0.33 for Claude Security. 4x #### More Validated True Positives Fusion identified 74 validated true positives per million lines of code, compared with 18 for Claude Security in the same internal benchmark. Up to 95% #### Reduction in MTTR Triage Assist and Remediation Assist help teams prioritize and resolve vulnerabilities faster. ## Checkmarx and Anthropic Get You to Backlog Zero. **Now in Claude Marketplace:** Already have a spending commitment with Anthropic? Eligible organizations can apply part of it toward qualifying Checkmarx purchases through Claude Marketplace. **Mythos-Powered AppSec:** Mythos brings advanced frontier AI reasoning to Fusion to find more real risk, prioritize what matters, and fix it faster. **Project Glasswing** Selected to participate in Anthropic’s Project Glasswing, Checkmarx leverages Mythos for advanced security research to strengthen vulnerability detection. ![Checkmarx Fusion Workflow](https://checkmarx.com/wp-content/uploads/2026/09/fusion-aws.png) ## Explore More [ ![](https://checkmarx.com/wp-content/uploads/2026/07/checkmarx_fusion_solution_brief_rc.webp) Solution Brief ### Checkmarx Fusion™: Hybrid SAST for Higher Detection Accuracy ](https://checkmarx.com/resources/checkmarx-fusion-hybrid-sast-for-higher-detection-accuracy/) [ ![](https://checkmarx.com/wp-content/uploads/2026/08/Closing-the-Risk-Gap-Webinar-Sequel-Thumbnail.webp) Webinar ### Closing the Risk Gap: Power and Proof with Checkmarx Fusion ](https://checkmarx.com/resources/closing-the-risk-gap-power-and-proof-with-checkmarx-fusion/) [ ![](https://checkmarx.com/wp-content/uploads/2026/09/The-AppSec-Paradox.webp) Infographic ### The AppSec Paradox: Why Organizations That Feel Secure Are Getting Breached ](https://checkmarx.com/resources/the-appsec-paradox-why-organizations-that-feel-secure-are-getting-breached/) [ ![](https://checkmarx.com/wp-content/uploads/2026/08/What-is-Checkmarx-Fusion.webp) Blog ### What Is Checkmarx Fusion? ](https://checkmarx.com/blog/what-is-checkmarx-fusion/) In Collaboration With AWS + Anthropic ## See How Checkmarx Eliminates Backlog – Live Join Checkmarx at Checkmate! The Tour to see how you can uncover more vulnerabilities and still get your backlog to zero. Hear from Checkmarx leaders and see Developer Assist, Fusion, and Triage & Remediation Assist in action. ### Singapore COMING SOON ### Mumbai COMING SOON ### San Francisco COMING SOON ### Washington D.C. COMING SOON ![](https://checkmarx.com/wp-content/uploads/2026/09/Testimonial-1.png) ## Clear Your Backlog Without Blind Spots Get your backlog to zero, even as you uncover vulnerabilities you didn’t know existed. Checkmarx helps you capture more real risk, eliminate what’s attackable, and prevent new vulnerabilities from piling up, so backlog stays at zero. [Request a Demo](#demo-form) ## Capture Every Vulnerability. Eliminate the Backlog. No Compromise. **Secure by Design:** Built on Amazon Bedrock, with customer code never used to train the models. **Model Flexibility:** Choose from supported frontier AI models, including Mythos, to balance detection needs and costs without model lock-in. **Consistent Results:** Get consistent, validated findings scan after scan to verify fixes and track your progress to zero. ![Checkmarx Fusion Workflow](https://checkmarx.com/wp-content/uploads/2026/10/checkmarx-fusion-claude-code-hero-715x640-compact-right.svg)