{"id":27390974,"url":"https://github.com/micaelleos/complyflow","last_synced_at":"2026-04-09T12:04:26.011Z","repository":{"id":279083132,"uuid":"937538699","full_name":"micaelleos/ComplyFlow","owner":"micaelleos","description":"ComplyFlow automates regulatory impact analysis using AI, streamlining compliance workflows for financial institutions. 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Built using **LangChain, Streamlit, and OpenAI**, this tool simplifies compliance workflows by automatically analyzing new regulations, assessing their impact, and generating action plans.\n\n## 🎯 Key Features\n\n✅ **Automated Regulation Analysis** – AI reads and summarizes regulatory documents.\\\n✅ **Regulatory Impact Assessment** – Identifies affected areas and generates a compliance matrix.\\\n✅ **Dynamic Workflow \u0026 Approvals** – Ensures structured multi-team collaboration.\\\n✅ **Automated Action Plan Generation** – Streamlines compliance updates and implementation.\\\n✅ **Real-Time Document Editing** – Users can interact and refine the AI-generated analysis.\\\n✅ **AI Chatbot for Compliance Assistance** - Users can interact with Compliance AI assistent.\n\n## 🛠️ Tech Stack\n\n- **LangChain** – For AI-driven document analysis and impact assessment.\n- **Streamlit** – To create an interactive and user-friendly interface.\n- **OpenAI** – For NLP-powered regulatory processing.\n- **Python** – Core language for backend processing.\n\n## 🔄 Workflow Process\n\n1️⃣ **Regulation Reception** – The user upload the regulatory document for ingestion into the system.\\\n2️⃣ **Initial Analysis \u0026 Summary** – AI extracts key requirements and summaries.\\\n3️⃣ **Regulatory Impact Assessment** – AI Identifies affected business areas and compliance needs.\\\n4️⃣ **Approval Process** – All impacted areas (Compliance, Legal, Risk, IT, Operations) must validate the assessment.\\\n5️⃣ **Action Plan Creation** – AI generates a structured plan for implementation.\\\n6️⃣ **Final Approvals** – Ensures all stakeholders validate the compliance strategy.\\\n7️⃣ **Policy \u0026 Procedure Updates** – AI assists in drafting updated policies for compliance.\n\n## 📦 Installation \u0026 Usage\n\nTo run **ComplyFlow** locally, follow these steps:\n\n```bash\n# Clone the repository\ngit clone https://github.com/micaelleos/complyflow.git\ncd complyflow\n\n# Install dependencies\npip install -r requirements.txt\n\n# Run the Streamlit app\nstreamlit run directory.py\n```\n\n## 🚀 Future Enhancements\n\n- 🌐 **Multi-Language Support**\n- 📊 **Advanced Risk Scoring System**\n- 🔗 **API Integrations with Compliance Databases**\n\n\n## 🤝 Contributing\n\nPull requests are welcome! For major changes, please open an issue first to discuss improvements.\n\n---\n\n## 📜 License \n\nThis software is licensed under the following terms:  \n\n### **1. Personal and Educational Use**  \nYou may use, modify, and run this software **only for personal or educational purposes, free of charge**, as long as the copyright notice and license terms remain included.  \n\n### **2. Commercial Use**  \nAny commercial use of this software **requires the purchase of a commercial license**. Examples of commercial use include:  \n- Integration into products or services that are sold or licensed.  \n- Use within for-profit organizations.  \n- Any revenue-generating activities.  \n\n#### How to Obtain a Commercial License  \nContact us via email at [micaelle.osouza@gmail.com] for licensing details.  \n\n### **3. Restrictions**  \n- You may not sublicense, sell, or redistribute this software without written authorization.  \n- You may not remove or modify this license notice in any version of the software.  \n\n---  \n\n💡 *Developed by Micaelle Souza*","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmicaelleos%2Fcomplyflow","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmicaelleos%2Fcomplyflow","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmicaelleos%2Fcomplyflow/lists"}