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AI Powered Vulnerability Remediation Management

Autonomously assess and prioritize vulnerabilities in your applications using contextual production data, create fixes, test fixes.

Simbian Product

What is the AI VRM Agent?

Simbian’s AI VRM (Vulnerability Remediation Management) Agent autonomously assesses vulnerability findings from your AppSec tools and CVE reports in the context of your production environment, prioritizes them, creates fixes, and tests them. ​

Unified Application Security Insights

Unified Application Security Insights

Correlates signals across SAST, DAST, SBOMs, cloud configs, and more to deliver a single actionable view.

Context-Aware Risk Analysis

Context-Aware Risk Analysis

Prioritizes your vulnerable assets using asset context, application context, exploitability, and factors you provide, not just the baseline CVSS and EPSS scores.

Automated Fixes

Automated Fixes

Dramatically reduce mean-time-to-remediate by integrating tightly with CI/CD, ticketing, and developer workflows.

Meets you where you are

Meets you where you are

Simbian's rich ecosystem of integrations allows it to work with your existing security and enterprise tools.

Transparent Reporting

Transparent Reporting

Provides step-by-step reasoning for its assessment, so you can validate and coach it for future assessments.

Safe with TrustedLLM™

Safe with TrustedLLM™

Keeps your data and tools private to you, and safe from hallucinations and prompt injections.

What does it do?

  • Unify Vulnerability findings

    Reads vulnerability findings across your AppSec stack into a singl pane of glass, SAST, DAST, IAST, containers and more

  • Contextualize Risk Analysis

    Expand context beyond CVSS to importance, exploitability, business impact and vulnerability intelligence.

  • Prioritize and Recommend Next Steps

    Understand the risk analysis and recommended actions using Agent's explained context.

Unified Prioritization​
Why this product is needed

Why is the AI VRM Agent needed?

The rapid rise in complexity and diversity of typical enterprise environments, coupled with the proliferation of Application Security tools means the volume of Vulnerability Findings has outpaced what traditional manual approaches can cover.​

  • Your attack surface changes daily​

  • Findings are noisy and disconnected​

  • Developers are overwhelmed and under-informed​

  • Traditional scans miss what attackers won't​

  • CVSS and EPSS scores alone tell just one part of the risk​

How is it deployed?

Integration-Only, No Live Access

Operates via API-level integrations with EDR, SIEM, NDR, cloud, and identity providers—no PowerShell, no endpoint agents.

Single Agent, Multi-Source Intelligence

One agent correlates across all connected tools and environments, resulting in more context yielding better analysis.

Deployment Flexibility

Offered as a SaaS or on-premises agent, deployed in hours with minimal configuration.

What are the benefits?

Context-aware Prioritization​

Context-aware Prioritization​

Unified Prioritization across tools​

Unified Prioritization across tools​

Reduced Developer Fatigue​

Reduced Developer Fatigue​

Faster MTTR for Vulnerabilities​

Faster MTTR for Vulnerabilities​

Frequently asked questions

What is Vulnerability Remediation Management (VRM)?

VRM is the process of tracking, prioritizing, and fixing or mitigating vulnerabilities in applications you have developed, stemming from either your organization's code or the libraries those applications use.

What are the challenges?

Proliferation of Application Security tools like SAST, DAST, IAST, has meant the number of vulnerability findings have grown to the point where Application Security teams and developers can no longer manually investigate each one.

How does one prioritize lots of CVEs?

CVEs come with baseline ratings. CVSS and EPSS scores are the most popular. However they inform only part of the risk. The other parts are the business context of your application, the criticality of the affected asset, and various other factors specific to your organization.

How can adding more context help with the prioritization?

Understanding asset value, business impact, and threat landscape helps focus remediation efforts on the most critical vulnerabilities.

How can we automatically patch these vulnerabilities?

Patch management systems can be used with thorough testing and rollback plans for efficient and timely deployment of security updates. However a human in the loop is required today because the steps prior to deployment are not yet automated.

How do I get started?

Reach out to the Simbian sales team to discuss your requirements and explore pricing and deployment options.