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README.md

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-title: README
-emoji: 🛡️
-colorFrom: blue
-colorTo: red
-sdk: gradio
-pinned: false
-sdk_version: 6.3.0
-license: mit
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-<div align="center">
-
-# 🛡️ Cata Risk Lab
-### Sovereign AI Assurance & Technical Gatekeeping
-**Miami | Serving USA, Swiss, UK & Australian Markets**
-
-[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT)
-[![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.18174088.svg)](https://doi.org/10.5281/zenodo.18174088)
-[![Compliance: nFADP](https://img.shields.io/badge/Compliance-nFADP%20Ready-red)](https://www.fedlex.admin.ch/eli/cc/2022/491/en)
-[![Compliance: EU AI Act](https://img.shields.io/badge/Compliance-EU%20AI%20Act-blue)](https://artificialintelligenceact.eu/)
-
-<br/>
-
-> *"In an era of generative hallucination, a guess is not a glitch. It is a lawsuit."*
-
-</div>
-
 ---
-
-## 🌍 Open Source Mission
-
-Cata Risk Lab builds **public infrastructure** for AI sovereignty. We believe compliance tools should be open goods—not luxury services sold behind closed doors.
-
-Our mission: Empower any developer to run enterprise-grade sovereignty audits in minutes, democratizing capabilities previously reserved for Fortune 500 companies.
-
-**Built with care. Powered by people. Open by design.**
-
-We do not build "creative" chat bots. We build **Sovereign Auditors** that enforce:
-* **Data Sovereignty:** Ensuring data never crosses borders illegally (nFADP/GDPR).
-* **Citation Accuracy:** If the AI cannot cite the source, the AI must fail.
-* **Liability Containment:** Shifting risk away from the enterprise.
-
+title: Cata Risk Lab
+emoji: 🛡️
+colorFrom: red
+colorTo: gray
+sdk: static
+pinned: false
 ---
 
-## 🏛️ Deployed Sovereign Tools (Live)
-
-### 1. [🇨🇭 Swiss Risk Calculator](https://huggingface.co/spaces/Cata-Risk-Lab/Swiss-Risk-Calculator)
-* **Role:** Regulatory Risk Assessment
-* **Function:** Maps AI deployments against the **Swiss nFADP** and **EU AI Act**. Calculates risk tiers based on data sensitivity and user volume.
-
-### 2. [🛡️ Veritas: The Hallucination Auditor](https://huggingface.co/spaces/Cata-Risk-Lab/Veritas-Auditor)
-* **Role:** RAG Auditing Engine
-* **Function:** Ingests financial PDFs and forces strictly cited responses. Returns `FAIL` verdicts for hallucinations using the Ragas framework.
+# Cata Risk Lab 🇨🇭
+**Sovereign AI Governance & Forensic Infrastructure**
 
-### 3. [🇦🇺 Wattle Guard: Australian Sovereignty](https://huggingface.co/spaces/Cata-Risk-Lab/Wattle-Guard)
-* **Role:** APP 8 Compliance Validator
-* **Function:** Automates cross-border disclosure audits for Australian entities. Detects server jurisdictions to prevent SOCI Act violations.
+We build the immune system for the Artificial Intelligence age. Cata Risk Lab develops open-source forensic infrastructure to audit AI liabilities, detect algorithmic harvesting, and protect sovereign data identity under **nFADP (Swiss)** and **EU AI Act** standards.
 
-### 4. [📜 Liability Scanner](https://huggingface.co/spaces/Cata-Risk-Lab/Liability-Scanner)
-* **Role:** Contract Forensics
-* **Function:** Scans vendor "Terms of Service" URLs for high-risk clauses (e.g., "Right to Train," "Perpetual License") that violate data privacy.
+### 🟢 **Official Systems**
+**[ACCESS THE LAB: www.catarisklab.com](https://www.catarisklab.com/)**
 
 ---
 
-## Industrial Tech Stack
-We build strictly on enterprise-grade, auditable infrastructure.
-
-| Layer | Technology | Purpose |
-| :--- | :--- | :--- |
-| **Orchestration** | `LangChain` / `LlamaIndex` | Logic flow and chain-of-thought governance. |
-| **Inference** | `Azure OpenAI (GPT-4o)` | Private, firewalled reasoning engine. |
-| **Memory** | `ChromaDB` / `Azure AI Search` | Vector storage with strict access controls. |
-| **Deployment** | `Hugging Face Spaces` | Public audit infrastructure. |
-| **Validation** | `CERN Methodology` | Reproducible testing protocols for AI outputs. |
-
----
-
-## Contact & Governance
-**Cata Risk Lab** operates as a technical due diligence partner. We provide fixed-price audit packages for Shadow AI Discovery and Vendor Due Diligence.
-
-* **Principal:** Anthony D. Cata
-* **Locations:** Miami (HQ) | Zurich (Partner Network)
-* **GitHub:** [github.com/dcata004](https://github.com/dcata004)
-* **Verification:** All software artifacts are DOI Minted via Zenodo for permanent audit trails.
+### 🔬 Active Research & Models
+* **Veritas Auditor:** Automated hallucination detection engine for RAG pipelines.
+* **Swiss Risk Calculator:** Compliance scoring for high-risk AI classification.
+* **Wattle Guard:** Cross-border PII redaction optimized for sovereign identity markers.
 
-<div align="center">
-<br/>
-<i>"Sovereignty is the new Compliance."</i>
-</div>
+### 📡 Contact & Governance
+* **Headquarters:** South Miami, FL | Zurich, CH
+* **License:** MIT / Apache 2.0 (Open Research)
+* **Inquiries:** anthonydcata@catarisklab.com