Solve security with AI
AI Powered Vulnerability Remediation Management
Autonomously assess and prioritize vulnerabilities in your applications using contextual production data, create fixes, test fixes.
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
Correlates signals across SAST, DAST, SBOMs, cloud configs, and more to deliver a single actionable view.
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
Dramatically reduce mean-time-to-remediate by integrating tightly with CI/CD, ticketing, and developer workflows.
Meets you where you are
Simbian's rich ecosystem of integrations allows it to work with your existing security and enterprise tools.
Transparent Reporting
Provides step-by-step reasoning for its assessment, so you can validate and coach it for future assessments.
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.
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
Unified Prioritization across tools
Reduced Developer Fatigue
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.