SmartPolicy
Link to open source: https://github.com/Sakhaa-Digital/GDGHACKFEST2.0
SmartPolicy is an AI-powered compliance automation platform that transforms static policy documents into executable enforcement logic.
Organizations often maintain detailed compliance policies, but enforcing them manually against operational data is slow, error-prone, and inefficient. SmartPolicy solves this problem by automatically extracting structured compliance rules from uploaded policy documents and applying them to real-world datasets.
Administrators can upload policies (PDF, image, or text), and the system uses AI to identify enforceable rules, extract structured conditions (field, operator, value, severity), and store them in a rule engine. Users can then upload operational datasets (CSV files), which are processed asynchronously in the background. SmartPolicy evaluates each record against the extracted rules and generates detailed violation reports.
The result is a scalable, automated compliance monitoring system that bridges the gap between written policies and real-time operational enforcement.
Core Features
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📄 Policy document ingestion (PDF, image, text)
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🤖 AI-based structured rule extraction
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🧠 Semantic embedding storage for advanced policy understanding
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📊 CSV dataset upload and asynchronous processing
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⚙️ Automated rule evaluation engine
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🚨 Structured violation detection with severity levels
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📈 Dataset status tracking and reporting
Use Cases
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Anti-Money Laundering (AML) transaction monitoring
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HR attendance and leave compliance
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Data retention and privacy enforcement (GDPR-style)
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Internal audit automation
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Regulatory compliance validation
Tech Stack
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FastAPI – Backend API framework
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MongoDB – Document-based storage
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OpenAI API – Rule extraction & embeddings
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Cloudinary – Secure file storage
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Pandas – Dataset evaluation engine
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Async background tasks – Scalable processing
- React js-Frontend Framework
- Firebase-Google Auth
link of the github are:-
Backend:-https://github.com/Sakhaa-Digital/GDG_Backend
Frontend:-https://github.com/Sakhaa-Digital/GDG_Frontend
This build was uploaded as a hackathon project






