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# Shannon Pro vs Shannon Lite
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## Technical Differences
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**Shannon Pro** is built on advanced, LLM-powered data flow analysis inspired by the ideas of the [LLM-driven Data-Flow Analysis paper](https://arxiv.org/abs/2402.10754). It traces data flows to identify complex, exploitable vulnerabilities with high precision. It's cloud-based with native CI/CD integration (GitHub Actions, GitLab CI, Jenkins) and supports self-hosted deployment.
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### Feature Comparison
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| Feature | Shannon Lite<br>(BSL 1.1) | Shannon Pro<br>(Commercial) |
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|---------|:-------------------------:|:---------------------------:|
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| **Core Scanning** |
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| Source-Sink Analysis | Basic | LLM-powered data flow analysis for high-precision, source-to-sink vulnerability detection |
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| CVSS Scoring | ❌ | ✅ |
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| Remediation Guidance | Basic | Code-level fixes |
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| **Integration** |
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| CI/CD Pipeline Support | ❌ | ✅ |
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| API Access | ❌ | ✅ |
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| Jira/Linear/ServiceNow/Slack | ❌ | ✅ |
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| **Deployment** |
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| Hosting | Self-hosted | Cloud or Self-hosted |
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| **Enterprise** |
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| Multi-user & RBAC | ❌ | ✅ |
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| SSO/SAML | ❌ | ✅ |
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| Audit Logs | ❌ | ✅ |
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| Compliance Reporting | ❌ | ✅ (OWASP, PCI-DSS, SOC2) |
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| **Support** |
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| Support | Community | Dedicated + SLA |
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| **Cost** | Free + API costs | Contact Us |
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## Which to Choose?
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**Shannon Lite**: Individual researchers, small teams, or testing personal projects
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**Shannon Pro**: Designed for organizations that want to "shift-left" and integrate security directly into their development lifecycle. Its _advanced LLM-powered data flow analysis engine_ is ideal for catching deep-seated vulnerabilities before they ever reach production, complemented by full CI/CD integration and enterprise support.
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## Interested in Shannon Pro?
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Shannon Pro offers enterprise-grade features, dedicated support, and seamless CI/CD integration for organizations serious about application security.
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<p align="center">
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<a href="https://docs.google.com/forms/d/e/1FAIpQLSf-cPZcWjlfBJ3TCT8AaWpf8ztsw3FaHzJE4urr55KdlQs6cQ/viewform?usp=header" target="_blank">
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<img src="https://img.shields.io/badge/📋%20Express%20Interest%20in%20Shannon%20Pro-4285F4?style=for-the-badge&logo=google&logoColor=white" alt="Express Interest">
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</a>
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</p>
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**Or contact us directly:**
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📧 **Email**: [shannon@keygraph.io](mailto:shannon@keygraph.io)
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