Six Integrated Impact Areas
We combine climate, agriculture, justice, finance, and civic technology practices into a single lab so governments and communities can make data-driven decisions with equity and resilience in mind.
Climate & Environment
Municipal climate risk indices, early warning systems, and heat-health dashboards helping Thailand's 77 provinces adapt to climate change.
- Real-time climate risk monitoring for provinces and municipalities
- Heat-health early warning systems for vulnerable populations
- Disaster risk reduction platforms inspired by proven frameworks
- Satellite imagery integration for climate impact assessment
- Data partnerships with the Thai Meteorological Department
Climate-Smart Agriculture
Farmer-level measurement, reporting, and verification (MRV) systems connecting rice farmers to carbon credit markets and climate-smart practices.
- Agricultural greenhouse gas measurement and reporting
- Carbon credit pathways for smallholder farmers
- Food security data tracking and analysis
- Climate adaptation decision support for farming communities
- Integration with cooperatives and extension services
Public Finance & Open Contracting
Budget tracking, climate spending transparency, and open contracting platforms ensuring accountability in Thailand's climate finance ecosystem.
- Climate finance tracking across ministries and agencies
- Open contracting standards for adaptation projects
- Corruption risk identification in public spending
- Budget transparency dashboards for civil society
- Integration with national financial management systems
Justice, Rights & Inclusion
Legal data platforms and equity overlays ensure climate action serves women, migrants, and informal settlement residents.
- Gender and social inclusion overlays on climate dashboards
- Informal settlement mapping with vulnerability assessment
- Migrant worker rights and environmental justice tracking
- Community-centered data collection and analysis
- Equity indicators for adaptation outcomes
Cities & Communities
Urban resilience platforms, neighborhood-level quality of life data, and citizen engagement tools for Thailand's rapidly growing cities.
- Urban climate resilience assessment and planning
- Neighborhood environmental quality monitoring
- Citizen science platforms for community data
- Municipal service delivery tracking and improvement
- Integration with city planning and development processes
Digital Public Goods Infrastructure
Open-source libraries, data standards, and certified digital public goods advancing the civic data ecosystem across Southeast Asia.
- DPG-certified platforms aligned with international standards
- Open-source code libraries for civic data applications
- Data standards development for interoperability
- Technical capacity building and knowledge sharing
- Regional collaboration and technology transfer