Research

What we research

Four areas, each started in the field with community partners. The results ship as open tools, data, and papers.

Certificate ceremony with community members in the Philippines
Cagwait, Philippines · certificate ceremony
No. 1

Funding mechanisms

New ways to pay the people protecting nature, like Certs, retroactive funding, and conservation data income.

Aerial canopy · tree-crown segmentation
No. 2

The biodiversity data gap

Only 1% of biodiversity data comes from the largest rainforests. Community scientists, drones, and satellites fill the gap, and the data stays in a commons communities own.

Marina Mura · Taina field interview
No. 3

Equitable AI

AI built with communities, in their own languages, on data they govern. Taina, co-designed in Greater Manaus, came first.

Oceanus Conservation · mangrove fieldwork
No. 4

Field tools that scale

Robust, evidence-based tools for collecting data in the field, starting with bioacoustic models that identify species by sound.

Indigenous AI Assistant

Meet Taina, our community AI.

Taina guides local and Indigenous communities through storytelling on how to archive and share knowledge. The data she collects is self-hosted or governed through a community-elected GainForest Data Council; never extracted.

Co-designed with Indigenous scientists from Greater Manaus; part of GainForest's Nature Guild collaboration.

Indigenous scientists · Greater Manaus
Open data commons

The world's first community-owned data commons for biodiversity.

Only 1% of global biodiversity data comes from the world's largest rainforests. We're changing this by turning local communities into Indigenous scientists; and helping organisations build equitable data products that can preserve nature.

Data is Soil

Our commons is a living practice.

The GainForest Indigenous and Local Data Council frames data less like oil to be extracted and more like soil to be cultivated: tended with consent, attribution, correction paths, and the right to remain unmodeled.

Read the playbook
Indigenous community gathering inside a maloca, launching a droneField researchers sampling water in a mangrove forest
Research

We research and innovate together.

Based on community-collected high-quality data, our non-profit runs research programs and hackathons, including the AI+Environment EcoHackathon with ETH AI Center: 136 participants, 20 teams, and three weeks of AI and data visualisation for Amazon conservation.

How it works

Most climate finance never reaches the grassroots. We build the tools with communities, then move the money to them.

Read the docs
  1. 1.

    Communities record

    Local stewards log species, sounds, drone images, and field notes with GainForest apps and AI. The data stays theirs.

  2. 2.

    They publish a Cert

    A Cert bundles that evidence into one public record, signed by the community that did the work. Partners like Ma Earth and Hypercerts can read it too.

  3. 3.

    Supporters find them

    Donors and foundations browse community projects on the Globe and in the project directory.

  4. 4.

    Funding reaches the field

    GainForest routes grants and donations to the communities doing the work.

Nature Guild

We listen to our Nature Guild.

Learning together and shaping new ways to govern nature stewardship; the Guild is a rotating circle of community scientists, ecologists, and field leads who steer GainForest's research priorities.

  • Stephen Bright Sakwa

    Stephen Bright Sakwa

    Bees & Trees, Uganda

  • Jaya Kandir

    Jaya Kandir

    Darukaa Earth, India

  • Esayu Daniel

    Esayu Daniel

    YLEC, Uganda

  • Njambi Njoroge

    Njambi Njoroge

    Grassroots Economics, Kenya

  • Simon Peter Okoth

    Simon Peter Okoth

    Climatica Foundation, Uganda

  • Marina Mura

    Marina Mura

    Inhaã-bé, Brazil

  • Nurfatin Hamzah

    Nurfatin Hamzah

    GainForest, Malaysia

  • Tin Dalida

    Tin Dalida

    WOVOKA, the Philippines

Live from the Globe
4 names
Impact report

Read our 3rd annual impact report.

The 24/25 report unpacks our global mission, the year's grants, community-led research highlights, and the financials; audited and open.

GainForest team and Indigenous community at the maloca, XPRIZE Rainforest finals in Manaus
Inhaã-bé, Greater Manaus
Certificate ceremony with community members in the Philippines
Cagwait, Philippines
Selected media

Awards & press.

Merci to our supporters.

Foundations, labs, and partners who fund the open infrastructure behind every project on this page.

  • Klarna
  • Milkywire
  • MA·EARTH
  • XPRIZE Rainforest & alana
  • Octant
  • Ethereum Foundation
  • Hypercerts
  • Fondation Valery
  • Filecoin Foundation
  • SAP
  • CELO
  • Gitcoin
  • Devonian
  • Climate Collective
  • Edge City
  • Glo Dollar
  • planet.
  • BKCF; BIMP-EAGA-ROK Cooperation Fund