Open Source Tools
PolicyLens AI
9-dimension AI-powered policy audit engine — Cultural Alignment, Economic Feasibility, Human Rights, Corruption Risk, SDG Alignment, Institutional Capacity, Gender Equity, Environmental Impact, Political Feasibility.
Atlas Aii Global AI Policy Hub
97-nation open AI policy repository for the Global South — EU AI Act, UNESCO Ethics, OECD Principles, G20 Framework, ITU standards — locally contextualised per governance maturity.
Ghost Cluster AML Intelligence
Enterprise AML detection — NetworkX graph analysis, Claude AI forensic narratives, SAR/STR output. Detects mule clusters, smurfing, shell company layering, PEP exposure, crypto offramp evasion. FATF aligned.
AI FactCheckBD
Multi-agent misinformation detection for Bangladesh — CrewAI orchestration, Bengali NLP, live RSS ingestion, archival scraping. Bengali + English. Live on Hugging Face Spaces. IFCN aligned.
PAG System Bangladesh
Predictive Anticipatory Governance — floods, cyclones, droughts. Apache Kafka streaming, BMD + BWDB APIs, IoT gauges, Isolation Forest ML, bilingual Bangla-English LLM alerts.
NGO Secure Field Entry Tool
Offline-first AES-256 encrypted beneficiary data collection — USB key-gated access, encrypted backups, immutable audit logs, GDPR Art. 9 compliance, ICRC Data Protection Framework. Zero internet required.