| --- |
| title: GCC Insurance Intelligence Lab Hub |
| emoji: 🏭 |
| colorFrom: blue |
| colorTo: purple |
| sdk: static |
| pinned: true |
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| hardware: cpu-basic |
| --- |
| |
| # 🏭 GCC Insurance Intelligence Lab |
|
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| ## Available Insurance AI Spaces |
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| - [Claims Journey Simulator](https://huggingface.co/spaces/gcc-insurance-intelligence-lab/claims-journey-simulator) - Claims Journey Simulator |
| - [Doc Rag Compliance Assistant](https://huggingface.co/spaces/gcc-insurance-intelligence-lab/doc-rag-compliance-assistant) - Doc Rag Compliance Assistant |
| - [Fnol Fast Track Screener](https://huggingface.co/spaces/gcc-insurance-intelligence-lab/fnol-fast-track-screener) - Fnol Fast Track Screener |
| - [Fraud Audit Log Engine](https://huggingface.co/spaces/gcc-insurance-intelligence-lab/fraud-audit-log-engine) - Fraud Audit Log Engine |
| - [Fraud Triage Sandbox](https://huggingface.co/spaces/gcc-insurance-intelligence-lab/fraud-triage-sandbox) - Fraud Triage Sandbox |
| - [Gcc Insurance Ai Hub](https://huggingface.co/spaces/gcc-insurance-intelligence-lab/gcc-insurance-ai-hub) - Gcc Insurance Ai Hub |
| - [Ifrs Claim Accrual Estimator](https://huggingface.co/spaces/gcc-insurance-intelligence-lab/ifrs-claim-accrual-estimator) - Ifrs Claim Accrual Estimator |
| - [Insurance Datasets Synthetic](https://huggingface.co/spaces/gcc-insurance-intelligence-lab/insurance-datasets-synthetic) - Insurance Datasets Synthetic |
| - [Premium Lapse Monitor](https://huggingface.co/spaces/gcc-insurance-intelligence-lab/premium-lapse-monitor) - Premium Lapse Monitor |
| - [Reinsurance Pricing Mock](https://huggingface.co/spaces/gcc-insurance-intelligence-lab/reinsurance-pricing-mock) - Reinsurance Pricing Mock |
| - [Test Use Case](https://huggingface.co/spaces/gcc-insurance-intelligence-lab/test-use-case) - Test Use Case |
| - [Underwriting Score Sandbox](https://huggingface.co/spaces/gcc-insurance-intelligence-lab/underwriting-score-sandbox) - Underwriting Score Sandbox |
| - [Underwriting Score Sandbox V2](https://huggingface.co/spaces/gcc-insurance-intelligence-lab/underwriting-score-sandbox-v2) - Underwriting Score Sandbox V2 |
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|
|
| **Welcome to the Insurance AI Factory!** |
|
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| This hub provides access to all insurance AI applications, models, and datasets developed by the GCC Insurance Intelligence Lab. |
|
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| ⚠️ **All content is for educational and research purposes only. Built with 100% synthetic data.** |
|
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| --- |
|
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| ## Available Datasets |
|
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| - Insurance Datasets Synthetic - insurance-datasets-synthetic |
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| ## Available Models |
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| - Fraud Signal Classifier V1 - fraud-signal-classifier-v1 |
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| ## 🚀 Available Spaces |
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| <div style='display: grid; grid-template-columns: repeat(auto-fill, minmax(300px, 1fr)); gap: 15px; margin: 20px 0;'> |
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| <a href="https://huggingface.co/spaces/gcc-insurance-intelligence-lab/claims-journey-simulator" target="_blank" style="text-decoration: none;"> |
| <div style="border: 2px solid #4CAF50; border-radius: 10px; padding: 15px; background: linear-gradient(135deg, #667eea 0%, #764ba2 100%); color: white; transition: transform 0.2s;"> |
| <h3 style="margin: 0 0 10px 0; color: white;">📝 Claims Journey Simulator</h3> |
| <p style="margin: 0; font-size: 14px; opacity: 0.9;">title: Claims Journey Simulator</p> |
| <div style="margin-top: 10px; font-size: 12px; opacity: 0.8;"> |
| |
| </div> |
| </div> |
| </a> |
| |
| <a href="https://huggingface.co/spaces/gcc-insurance-intelligence-lab/doc-rag-compliance-assistant" target="_blank" style="text-decoration: none;"> |
| <div style="border: 2px solid #4CAF50; border-radius: 10px; padding: 15px; background: linear-gradient(135deg, #667eea 0%, #764ba2 100%); color: white; transition: transform 0.2s;"> |
| <h3 style="margin: 0 0 10px 0; color: white;">📊 Doc Rag Compliance Assistant</h3> |
| <p style="margin: 0; font-size: 14px; opacity: 0.9;">title: Document RAG Compliance Assistant</p> |
| <div style="margin-top: 10px; font-size: 12px; opacity: 0.8;"> |
| |
| </div> |
| </div> |
| </a> |
| |
| <a href="https://huggingface.co/spaces/gcc-insurance-intelligence-lab/fnol-fast-track-screener" target="_blank" style="text-decoration: none;"> |
| <div style="border: 2px solid #4CAF50; border-radius: 10px; padding: 15px; background: linear-gradient(135deg, #667eea 0%, #764ba2 100%); color: white; transition: transform 0.2s;"> |
| <h3 style="margin: 0 0 10px 0; color: white;">📊 Fnol Fast Track Screener</h3> |
| <p style="margin: 0; font-size: 14px; opacity: 0.9;">title: FNOL Fast Track Screener</p> |
| <div style="margin-top: 10px; font-size: 12px; opacity: 0.8;"> |
| |
| </div> |
| </div> |
| </a> |
| |
| <a href="https://huggingface.co/spaces/gcc-insurance-intelligence-lab/fraud-audit-log-engine" target="_blank" style="text-decoration: none;"> |
| <div style="border: 2px solid #4CAF50; border-radius: 10px; padding: 15px; background: linear-gradient(135deg, #667eea 0%, #764ba2 100%); color: white; transition: transform 0.2s;"> |
| <h3 style="margin: 0 0 10px 0; color: white;">🔍 Fraud Audit Log Engine</h3> |
| <p style="margin: 0; font-size: 14px; opacity: 0.9;">title: Fraud Audit Log Engine</p> |
| <div style="margin-top: 10px; font-size: 12px; opacity: 0.8;"> |
| |
| </div> |
| </div> |
| </a> |
| |
| <a href="https://huggingface.co/spaces/gcc-insurance-intelligence-lab/fraud-triage-sandbox" target="_blank" style="text-decoration: none;"> |
| <div style="border: 2px solid #4CAF50; border-radius: 10px; padding: 15px; background: linear-gradient(135deg, #667eea 0%, #764ba2 100%); color: white; transition: transform 0.2s;"> |
| <h3 style="margin: 0 0 10px 0; color: white;">🔍 Fraud Triage Sandbox</h3> |
| <p style="margin: 0; font-size: 14px; opacity: 0.9;">title: Fraud Triage Sandbox</p> |
| <div style="margin-top: 10px; font-size: 12px; opacity: 0.8;"> |
| |
| </div> |
| </div> |
| </a> |
| |
| <a href="https://huggingface.co/spaces/gcc-insurance-intelligence-lab/ifrs-claim-accrual-estimator" target="_blank" style="text-decoration: none;"> |
| <div style="border: 2px solid #4CAF50; border-radius: 10px; padding: 15px; background: linear-gradient(135deg, #667eea 0%, #764ba2 100%); color: white; transition: transform 0.2s;"> |
| <h3 style="margin: 0 0 10px 0; color: white;">📝 Ifrs Claim Accrual Estimator</h3> |
| <p style="margin: 0; font-size: 14px; opacity: 0.9;">title: IFRS Claim Accrual Estimator</p> |
| <div style="margin-top: 10px; font-size: 12px; opacity: 0.8;"> |
| |
| </div> |
| </div> |
| </a> |
| |
| <a href="https://huggingface.co/spaces/gcc-insurance-intelligence-lab/insurance-datasets-synthetic" target="_blank" style="text-decoration: none;"> |
| <div style="border: 2px solid #4CAF50; border-radius: 10px; padding: 15px; background: linear-gradient(135deg, #667eea 0%, #764ba2 100%); color: white; transition: transform 0.2s;"> |
| <h3 style="margin: 0 0 10px 0; color: white;">📊 Insurance Datasets Synthetic</h3> |
| <p style="margin: 0; font-size: 14px; opacity: 0.9;">title: Insurance Datasets Synthetic</p> |
| <div style="margin-top: 10px; font-size: 12px; opacity: 0.8;"> |
| 📊 Dataset |
| </div> |
| </div> |
| </a> |
| |
| <a href="https://huggingface.co/spaces/gcc-insurance-intelligence-lab/premium-lapse-monitor" target="_blank" style="text-decoration: none;"> |
| <div style="border: 2px solid #4CAF50; border-radius: 10px; padding: 15px; background: linear-gradient(135deg, #667eea 0%, #764ba2 100%); color: white; transition: transform 0.2s;"> |
| <h3 style="margin: 0 0 10px 0; color: white;">💰 Premium Lapse Monitor</h3> |
| <p style="margin: 0; font-size: 14px; opacity: 0.9;">Premium Lapse Monitor</p> |
| <div style="margin-top: 10px; font-size: 12px; opacity: 0.8;"> |
| 🤖 Model 📊 Dataset |
| </div> |
| </div> |
| </a> |
| |
| <a href="https://huggingface.co/spaces/gcc-insurance-intelligence-lab/reinsurance-pricing-mock" target="_blank" style="text-decoration: none;"> |
| <div style="border: 2px solid #4CAF50; border-radius: 10px; padding: 15px; background: linear-gradient(135deg, #667eea 0%, #764ba2 100%); color: white; transition: transform 0.2s;"> |
| <h3 style="margin: 0 0 10px 0; color: white;">📊 Reinsurance Pricing Mock</h3> |
| <p style="margin: 0; font-size: 14px; opacity: 0.9;">title: Reinsurance Pricing Mock</p> |
| <div style="margin-top: 10px; font-size: 12px; opacity: 0.8;"> |
| |
| </div> |
| </div> |
| </a> |
| |
| <a href="https://huggingface.co/spaces/gcc-insurance-intelligence-lab/test-use-case" target="_blank" style="text-decoration: none;"> |
| <div style="border: 2px solid #4CAF50; border-radius: 10px; padding: 15px; background: linear-gradient(135deg, #667eea 0%, #764ba2 100%); color: white; transition: transform 0.2s;"> |
| <h3 style="margin: 0 0 10px 0; color: white;">📊 Test Use Case</h3> |
| <p style="margin: 0; font-size: 14px; opacity: 0.9;">Test use case for validation</p> |
| <div style="margin-top: 10px; font-size: 12px; opacity: 0.8;"> |
| 🤖 Model 📊 Dataset |
| </div> |
| </div> |
| </a> |
| |
| <a href="https://huggingface.co/spaces/gcc-insurance-intelligence-lab/underwriting-score-sandbox" target="_blank" style="text-decoration: none;"> |
| <div style="border: 2px solid #4CAF50; border-radius: 10px; padding: 15px; background: linear-gradient(135deg, #667eea 0%, #764ba2 100%); color: white; transition: transform 0.2s;"> |
| <h3 style="margin: 0 0 10px 0; color: white;">📊 Underwriting Score Sandbox</h3> |
| <p style="margin: 0; font-size: 14px; opacity: 0.9;">**Educational Underwriting Risk Assessment System**</p> |
| <div style="margin-top: 10px; font-size: 12px; opacity: 0.8;"> |
| |
| </div> |
| </div> |
| </a> |
| |
| <a href="https://huggingface.co/spaces/gcc-insurance-intelligence-lab/underwriting-score-sandbox-v2" target="_blank" style="text-decoration: none;"> |
| <div style="border: 2px solid #4CAF50; border-radius: 10px; padding: 15px; background: linear-gradient(135deg, #667eea 0%, #764ba2 100%); color: white; transition: transform 0.2s;"> |
| <h3 style="margin: 0 0 10px 0; color: white;">📊 Underwriting Score Sandbox V2</h3> |
| <p style="margin: 0; font-size: 14px; opacity: 0.9;">title: Underwriting Score Sandbox</p> |
| <div style="margin-top: 10px; font-size: 12px; opacity: 0.8;"> |
| |
| </div> |
| </div> |
| </a> |
| |
| </div> |
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| --- |
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| --- |
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| --- |
|
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| ## 🛡️ Governance & Safety |
|
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| ### Core Principles |
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| ✅ **Synthetic Data Only**: All models and datasets use 100% synthetic data |
| ✅ **Human-in-Loop**: All predictions require human review |
| ✅ **Educational Purpose**: For learning and demonstration only |
| ❌ **No Production Authority**: Not for actual underwriting, pricing, or payout decisions |
| ❌ **No PII**: No personally identifiable information |
| ❌ **No Confidential Data**: No real business or customer data |
|
|
| ### Disclaimers |
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| **IMPORTANT**: These applications and models: |
| - Are NOT validated for production use |
| - Have NO underwriting authority |
| - Have NO pricing authority |
| - Have NO payout decision authority |
| - Must NOT be used with real customer data |
| - Require qualified professional oversight |
|
|
| --- |
|
|
| ## 🛠️ Platform Automation |
|
|
| This lab features automated: |
| - ✅ Repository generation |
| - ✅ CI/CD deployment |
| - ✅ Model packaging and versioning |
| - ✅ Dataset management |
| - ✅ Hub synchronization |
| - ✅ Code quality enforcement |
| - ✅ Governance validation |
|
|
| ### Quick Start |
|
|
| To add a new use case: |
| ```bash |
| /add-usecase <use-case-name> |
| ``` |
|
|
| --- |
|
|
| ## 📚 Documentation |
|
|
| - [Automation Playbook](./lab-automation-playbook.md) |
| - [Developer Guide](./developer-guide.md) |
| - [Governance Rules](./governance-rules.md) |
| - [Add Use Case Template](./add-usecase-template.md) |
|
|
| --- |
|
|
| ## 📊 Statistics |
|
|
| - **Total Spaces**: 12 |
| - **Total Models**: 0 |
| - **Total Datasets**: 0 |
| - **Last Updated**: 2026-01-08 14:21:35 |
|
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| --- |
|
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| ## 👥 Contact |
|
|
| For questions, issues, or contributions, please refer to the individual repository documentation. |
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| --- |
|
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| **Status**: 🟢 Production Ready - Insurance AI Factory Mode Activated |
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| *Generated automatically by Hub Orchestrator* |
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