Social Inclusion Policy Monitoring Tool

🚀 Revolutionizing Social Inclusion Policy with AI: Introducing SIPMT 🚀

SIPMT (Social Inclusion Policy Monitoring Tool) is an innovative Python/Streamlit SaaS application designed for the automated analysis of complex social inclusion documents. It serves as a scientifically rigorous "Social Barometer," bridging the critical information gap between policy strategies and their actual impact on the ground.

Here is why SIPMT is a game-changer for policymakers and researchers:

🔹 Automated Data Extraction: Seamlessly ingest PDF, DOCX, and XLSX files to extract structured data into predefined templates automatically.

🔹 Human Rights-Based Approach (HRBA): The core engine uses an advanced AAAQ matcher to scan documents for indicators of Availability, Accessibility, Acceptability, and Quality.

🔹 Intelligent Change Monitoring: Automatically detect and visualize additions, deletions, or modifications across different document versions over time.

🔹 Interactive Geospatial Mapping: Place names are automatically geocoded and plotted on interactive maps to identify geographical "policy gaps".

🔹 Explainable AI (XAI): Every score includes a detailed justification, ensuring that policy evaluations are transparent and scientifically grounded rather than a "black box". 

🔹 Data Sovereignty: To ensure maximum privacy, SIPMT supports local Ollama LLMs (like Qwen2.5) for offline processing or Google Gemini for advanced cloud reasoning. 

🔹 Robust Tech Stack: Built with a professional foundation including PostgreSQL, spaCy, and Folium to ensure data integrity and high-performance NLP.

From raw policies to measurable impact—SIPMT transforms document monitoring into actionable, evidence-based decision-making for a more inclusive society.

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