Turning complex data into tools for impactresilience

A Bangkok-based civic data intelligence working with governments, communities, and movements across Southeast Asia. We pair climate science, civic tech, and design expertiseto make data usable for equitable data-driven decisions and actionable insights.

Working With

Partners shaping civic data across Southeast Asia

From national ministries to regional research institutes, our partners bring public-sector mandate, technical insight, and community trust.

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

Customer Remarks

Testimonials from the governments, universities, and civil society teams we work alongside.

Collectivis provides critical data infrastructure helping Thailand's provinces prepare for climate impacts. Their municipal risk platform is now essential for our adaptation planning.

Kantima Sriyaporn
Kantima Sriyaporn

Director, Office of Natural Resources & Environmental Policy (ONEP)

The agricultural MRV system connects farmers to carbon credit opportunities while promoting climate-smart practices. This is the innovation Thailand's agricultural sector needs.

Dr. Sanya Phrom
Dr. Sanya Phrom

Research Director, Kasetsart University Agricultural Research Institute

Finally, we have transparency tools to see whether climate finance reaches the communities that need it. This changes accountability for our climate justice coalition.

Pattaraporn Rattanachai
Pattaraporn Rattanachai

Coordinator, Climate Justice NGO Coalition Thailand

As a model for regional civic data infrastructure, this lab shows how open-source, government-led collaboration can scale across Southeast Asia.

Ananya Kapoor
Ananya Kapoor

Program Lead, CivicDataLab India & Digital Public Goods Alliance

Built on Open Standards & Collaborative Partnerships

Our approach keeps our work auditable, interoperable, and respectful of the communities it serves.

Digital Public Goods Certified — Every platform follows DPG standards and open protocols

Open-Source by Default — GitHub repositories and transparent methodologies welcome contributions

Government Co-Design — Built with Thai ministries, provincial administrations, and community leaders

Privacy-First Architecture — PDPA compliance, privacy-by-default, and community data sovereignty

Cross-Sector Integration — Climate data connects to agriculture, finance, justice, and health outcomes

Regional Collaboration — Knowledge sharing with CivicDataLab, PetaBencana, and ASEAN partners

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