When Proctorio's face-detection anti-cheating software repeatedly failed to recognise Black student Robin Pocornie during a 2020 exam at VU Amsterdam, her complaint …
A six-month Akademi-Universite Quisqueya bootcamp trained 100 young Haitians in data science, AI, cybersecurity and software engineering; 71 graduated in November 2025, …
Port-au-Prince, Haiti
Good practice
Evidence: Descriptive / self-reported
Top 98%13/100
A 4-day Commonwealth-organised workshop trained University of The Gambia educators in Python and AI fundamentals via applied case studies, aiming to cascade …
Serrekunda, Gambia
Good practice
Evidence: Descriptive / self-reported
Top 98%13/100
TotalEnergies pledges "positive net impact" on biodiversity near Uganda's Murchison Falls Park via Tilenga and the EACOP pipeline, targeting 80% footprint restoration …
Buliisa, Uganda
Good practice
Evidence: Observational / pre–post
Top 99%13/100
Butwal Sub-Metropolitan City launched Nepal's first municipal government AI chatbot to help residents access local service information; the launch is confirmed by …
Butwal, Nepal
Good practice
Evidence: Descriptive / self-reported
Top 100%13/100
Officials in East Jakarta used an AI-generated 'after' photo to falsely claim a resident's illegal-parking complaint on the JAKI citizen-reporting app had …
Jakarta, Indonesia
Good practice
Evidence: Observational / pre–post
Top 98%13/100
WSAS's independent 2023 audit certified Nestlé Nigeria's Abaji factory 'Core' under the Alliance for Water Stewardship standard, but also documented three major …
Abaji, Nigeria
Good practice
Evidence: Descriptive / self-reported
Top 99%13/100
A timber levy funding forests' "general beneficial functions" is uniform in Republika Srpska (10% of roadside timber value) but fragmented across FBiH …
Sarajevo, Bosnia and Herzegovina
Good practice
Evidence: Descriptive / self-reported
Top 99%13/100
A UK Darwin Initiative-funded pilot (GBP 525,573, 2023-2026) led by IIED with Conserve Global and Tondwa Conservation is designing Zambia's first community …
Nsama, Zambia
Good practice
Evidence: Descriptive / self-reported
Top 99%13/100
Nigeria's civil service unveiled Service-Wise GPT, an internal AI tool giving federal staff instant access to Public Service Rules and drafting help; …
Abuja, Nigeria
Good practice
Evidence: Descriptive / self-reported
Top 100%13/100
Pakistan's oldest public university, the University of the Punjab, launched an in-house, trilingual (English/Urdu/Roman Urdu) AI chatbot in June 2026 to guide …
De Beers reports managing 377,000–500,000 acres of Southern African conservation land and translocating 10 white rhinos, but its own 2030 'externally validated' …
Maun, Botswana
Good practice
Evidence: Descriptive / self-reported
Top 99%13/100
Plan Vivo-certified agroforestry project run by Graine de Vie with Bankim, Banyo and Mayo-Darlé communes in Cameroon's Adamawa Region pays smallholders to …