Understanding Staris: Key Features and Security Benefits
How Staris AI works, what vulnerabilities it finds, and how security teams use it.
Many software teams struggle to validate application security at the pace of modern development. Below you'll find answers to common questions about how Staris AI provides continuous security validation, eliminates false positives, and helps AppSec teams scale coverage across high-velocity release cycles.
Key Differences Between Staris and Scanners, SAST, and Code Review Tools
Scanners, SAST tools, and code review products identify potential vulnerabilities or risky patterns in code. Staris validates whether vulnerabilities are actually exploitable in the running application. That is why Staris helps teams reduce false positives, prioritize real attacker paths, and move from possible findings to validated risk.
Ideal Teams and Use Cases for Staris AI Security Validation
Staris is built for software companies that ship frequently, expose APIs or customer-facing applications, and need provable security validation without relying entirely on manual pentesting. It is especially well suited for ISVs and product teams that have outgrown scanner-heavy workflows.
Choosing the Right Staris Plan for Your Security Team
Professional is designed for teams starting release-aligned validation on a single application. Continuous is designed for teams integrating validation into the SDLC across multiple applications. Enterprise is designed for organizations scaling governed validation across larger and more complex environments.
Application Validation Frequency and Release-Aligned Testing Cadence
Staris is typically used on a release-aligned cadence, such as monthly validation or validation before major releases. The goal is not nonstop scanning. The goal is continuous security validation at the pace your team ships software.
Understanding Continuous Provable Security Validation With Staris
Continuous, provable validation means security testing that runs on a recurring, release-aligned basis and produces validated evidence of exploitability. Instead of relying on point-in-time pentesting or large volumes of scanner findings, teams use Staris to continuously prove which vulnerabilities actually matter.
Can I limit what Staris tests?
Yes you have complete control over the scope and actions Staris takes ensuring it never performs an action against your environment you didn't approve.
How Staris Handles Source Code Access and Data Isolation
Staris analyzes application code and behavior to validate exploitability, but deployment options allow organizations to retain full control of their source code and infrastructure. Staris can run within customer-controlled environments, ensuring sensitive data remains secure and isolated.
Staris AI Training Policy and Customer Data Protection
No. Staris does not train its models on customer application code or sensitive data. Staris analyzes applications solely to validate security and provide remediation guidance, and customer data remains isolated within the deployment environment.
Private VPC and Self-Hosted Deployment Options for Staris
Yes. Staris supports deployment in private VPC and fully self-hosted environments, allowing organizations with strict security and compliance requirements to run Staris entirely within their own infrastructure.
How Staris Complements or Replaces SAST and DAST Tools
Staris complements or replaces traditional SAST and DAST tools by validating vulnerabilities in business context and confirming exploitability. This reduces false positives and improves remediation prioritization.
Key Differences Between Staris and Traditional Vulnerability Scanners
Traditional scanners generate potential vulnerabilities without validating exploitability. Staris confirms real risk by proving exploitability and providing precise remediation guidance, eliminating false positives.
Security Tools and Workflows That Staris Replaces
Staris replaces traditional penetration testing, vulnerability scanners, and manual validation workflows by continuously discovering and proving real exploitable vulnerabilities using AI-driven analysis.
Understanding Verified Vulnerabilities and Proven Exploitability
Verified vulnerabilities are security issues Staris has successfully exploited, eliminating false positives and ensuring real-world risk relevance.
Comparing Staris Professional, Continuous, and Enterprise Plans
Professional is designed for teams starting release-aligned validation on a single application. Continuous is designed for teams integrating validation into the SDLC across multiple applications. Enterprise is designed for organizations scaling governed validation across larger and more complex environments.
What types of vulnerabilities does Staris find?
Staris identifies exploitable vulnerabilities including authentication flaws, authorization bypasses, business logic weaknesses, and complex multi-step attack paths that traditional scanners cannot detect.
Teams and Roles That Benefit Most From Staris AI
Staris is used by application security leaders, product security teams, and engineering organizations that need continuous security validation without slowing development velocity.
What kind of remediation guidance does Staris provide?
Staris provides actionable remediation guidance mapped directly to the exploited vulnerability, including root cause, impact, and code-level recommendations.
What Staris AI Does: Continuous Application Security Validation
Staris is a continuous application security validation platform that proves which vulnerabilities are actually exploitable in running applications. Staris replaces scanner noise and point-in-time pentesting with continuous, provable security validation.
Is Staris suitable for teams that release frequently?
Yes. Staris is built for teams that ship frequently and need security validation aligned with their release cadence.
How often can Staris run tests?
Staris can run on-demand or continuously, depending on your plan and integration configuration. Most customers execute a test for each release cycle.
Staris AI Security Practices and Data Protection Standards
Yes. Staris follows modern security best practices, supports private deployments, does not train on any customer data, and never exposes customer data outside authorized environments.
Staris Deployment Models for Enterprise Security Teams
Staris supports secure deployment models designed for software teams with modern security requirements, including customer-controlled environments and more advanced deployment options for larger organizations. Deployment model and integration depth vary by plan.
How does Staris differ from traditional penetration testing?
Staris AI provides continuous security validation through verified exploitation and contextual remediation guidance.
Does Staris support RBAC and SSO?
Yes. Staris supports role-based access control (RBAC) and single sign-on (SSO) in Premium and Enterprise plans.
Customizing Staris AI for Your Security Requirements
Yes. Staris AI is highly customizable. You can configure test methodology, validation frequency, authentication flows, RBAC policies, and deployment models (SaaS or private VPC) to match your application architecture and security requirements.
How Staris AI Validates Application Security Through Exploitation
Staris AI simulates real attacker behavior against your application, executes controlled exploits, and confirms only real, exploitable vulnerabilities with contextual remediation guidance.
Does Staris integrate with CI CD pipelines?
Yes. Staris integrates directly with CI/CD pipelines so security validation can run automatically as part of your software delivery lifecycle.