Nature-Climate Policy Coherence Progress Analysis Tool
Interactive web application for UNDP country offices that visualizes policy coherence and implementation progress across climate, biodiversity, and related sectoral policies.
Helps governments and stakeholders answer:
"Are various policies — NDC, NBSAP, NAP, NDP, and sectoral policies (agriculture, water, forest, land use) — working in coherence toward major Nature-Climate targets?"
- Interactive policy alignment visualizations (heatmaps, network graphs)
- Document ingestion and target extraction
- Budget/expenditure mapping to policy targets
- Multi-country support with data sovereignty
- Next.js (React framework)
- TypeScript
- pnpm
- Tailwind CSS
- Python + uv (data processing)
- UNDP React Design System - UI components
- UNDP Data Visualization Guidelines - Charts and graphs
# Install dependencies
pnpm install
# Configure environment
cp .env.example .env
# Edit .env with your OPENROUTER_API_KEY
# Run development server
pnpm dev
# Open http://localhost:3000- Project Guidelines - Design decisions and architecture
- Python Pipeline - LLM analysis pipeline
Early Development - Project inception phase
Part of the UNDP AI Sprint initiative for sustainable impact.