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As software development continues to accelerate, most critical vulnerabilities are unfortunately discovered only after deployment, leaving applications exposed and increasing risk significantly. Traditional build-time security measures alone are insufficient, often failing to catch vulnerabilities that manifest uniquely within runtime contexts. Consequently, organizations need robust runtime protection that not only secures deployed applications but also intelligently informs earlier stages of the software development lifecycle.

Raven’s shift-left feature addresses this critical gap by integrating comprehensive runtime protection directly into CI/CD pipelines, harnessing predictive capabilities that leverage real-time insights and behavioral analysis of deployed applications. By proactively analyzing current runtime behavior, potential vulnerabilities that would typically evade conventional build-time checks can now be detected early and reliably. These context-aware, precise security policies can be applied broadly across an organization, customized for specific departments, or tailored for individual workloads, significantly enhancing security posture while streamlining the development and deployment processes.
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Shift-left with Protect Right

Early Detection With Runtime Context

Detect vulnerabilities before code hits production.
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Customizable Security Policies

Tailor policies to specific teams, services or workloads.

Context-Aware

Reduce false positives and make enforcement more relevant and efficient.
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Check out more Use Cases

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Eliminate the Exposure Window
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CVSS 10 With No Risk
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Stop Application Attacks
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CVSS 10 With No Risk
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Eliminate the Exposure Window
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Delay a Fix and Stay Protected
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Stop Attack
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Protect Third-Party Applications Independently
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Protect AI and LLM Models
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SBOM & AIBOM
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Transitive Dependencies
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Blog

The Industrialization of Exploitation: When Exploits Became a Factory Line
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AI is turning exploit development into a repeatable assembly line. Learn how CVE-less attacks work and what security leaders must do differently at runtime.
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Why AI Has Made CVE-Based Security Obsolete
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Raven CEO Roi Abitboul explains why AI has broken traditional CVE-based security and why runtime visibility is the only defense model built for what comes next.
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Mistral AI PyPI Package Compromised: A Supply Chain Attack Breakdown
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Attackers injected malicious code into Mistral AI PyPI v2.4.6 as part of the Mini Shai-Hulud campaign. No CVE caught it. Here is what runtime detection saw.
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