Create README.md

README.md

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+---
+language:
+- en
+license: other
+tags:
+- industrial-control-systems
+- causal-reasoning
+- neuro-symbolic
+---
+
+# CITED Relevance LLC
+
+**Sovereign Data Manufacturing**
+> *“We do not sell AI. We manufacture the intelligence that makes AI trustworthy.”*
+
+---
+
+## The Sovereign Gold Pipeline
+CITED Relevance operates a proprietary manufacturing process for regulated industries. We mint **Sovereign Gold Data**—structured, mathematically validated, and cryptographically signed training corpora that teach AI models to reason through physical consequences rather than guess at them.
+
+### SAGE: The Neuro-Symbolic Engine
+Our flagship architecture, **SAGE**, enforces symbolic constraints—including causal graph routing and mathematical confidence traces—to ensure every output is deterministic, verifiable, and safe for critical infrastructure.
+
+---
+
+## The Factory Workflow
+| Stage | Process | Output |
+| :--- | :--- | :--- |
+| **01** | **Grounding** | Domain-specific Knowledge Graphs & ICS Standards |
+| **02** | **Minting** | Causal reasoning JSON under strict physical logic |
+| **03** | **Audit** | Math-validated, SHA-512 signed Sovereign Nodes |
+| **04** | **Deployment** | Fine-tuned, air-gapped models (SAGE) |
+
+---
+
+## Founder
+**Joshua Brian Hayes** | *Founder and Lead Architect*
+27 years of network operations with a major telecommunications company. Expert in ICS/SCADA causal reasoning and the alignment of neural networks with physical-world constraints.
+
+---
+
+## Intellectual Property
+**Patent Pending.** USPTO Provisional Application CRL-001-PROV. Filed March 24, 2026.
+
+---
+
+## Contact and Licensing
+📧 **joshua@citedrelevance.com** 🌐 **[citedrelevance.com](https://citedrelevance.com)** 📍 Jefferson, Georgia | Founded 2026 | Privately Held