Madagascar's Ministry of National Education piloted 'Zah'Ai,' a phone/tablet/computer AI and self-directed-learning tool usable with or without internet, in lycées across three …
Antananarivo, Madagascar
Good practice
Evidence: Descriptive / self-reported
Top 81%33/100
Djibouti's education inspectorate, the OIF and the University of Djibouti trained 42 pedagogical inspectors and counsellors in AI over seven sessions (Oct …
Puerto Rico's Conservation Trust funds a 31,900–40,000-acre reserve network mainly through portfolio/endowment income (53–65% of $28.7–33.8M annual revenue, FY2022–24) rather than government …
An Indian start-up's AI platform builds individualised speech, behavioural and social-emotional learning plans for neurodivergent children; a 12-month, company-funded Hyderabad study reported …
In Algeria's Touat, Gourara and Tidikelt oases, community-governed foggara galleries still deliver a combined 1.8 m³/s from 672 of roughly 2,000 historic …
Adrar, Algeria
Good practice
Evidence: Observational / pre–post
Top 76%33/100
Introduced in 2002 by the NGO Growing Nations, Lesotho's likoti no-till pit-planting method reversed decades of maize yield decline; a 229-farmer survey …
Qacha's Nek, Lesotho
Good practice
Evidence: Quasi-experimental
Top 76%33/100
Since 1995 Zambia's Conservation Farming Unit has trained smallholders in minimum-tillage, crop-rotation farming. Multi-year on-farm trials (2016-2021) found maize yields 24-39% higher …
Lusaka, Zambia
Good practice
Evidence: Observational / pre–post
Top 76%33/100
Peer-reviewed modelling (Forests, 2023) found Tbilisi's urban forests remove 1,227 t/yr of air pollutants and sequester 43.72k t/yr of carbon citywide - …
Tbilisi, Georgia
Good practice
Evidence: Descriptive / self-reported
Top 81%33/100
Built with IBM Watson and university spinout ElementX, the AI Assistant handles 9,000+ conversations and 60,000+ searches monthly across the ~40,000-student University …
Georgia's Ministry of Justice launched data.gov.ge in 2015 under its Open Government Partnership plan. An independent 2018 review found just 161 databases …
Nigeria's electoral commission used AI biometric voter accreditation (BVAS) for 93.4 million voters in the 2023 elections. Domestic observers found it worked …
Abuja, Nigeria
Good practice
Evidence: Descriptive / self-reported
Top 76%33/100
Ni-Vanuatu villages close reef areas under customary 'tabu' law, the country's most widespread community fisheries tool. Peer-reviewed studies at Takara and Emau …
North Efate, Vanuatu
Good practice
Evidence: Descriptive / self-reported
Top 76%33/100
After a survey of NOUN's roughly 500,000 distance-learning students found routine delays in its manual complaint system, researchers built an AI chatbot …
Abuja, Nigeria
Good practice
Evidence: Quasi-experimental
Top 81%33/100
HCMUT built URAG, a two-tier retrieval-and-rules chatbot for admissions questions, that scored 62.8% accuracy on 500 real applicant queries versus 54.4% for …
Guatemala's national registry re-let its biometric identity contract in 2026 to a firm with almost no prior large-scale experience and undisclosed ties …
Guatemala City, Guatemala
Good practice
Evidence: Descriptive / self-reported
Top 89%33/100
Mauritius built a nationwide facial-recognition and licence-plate camera network for policing, but an undisclosed contract, a national-security data exemption, and missing footage …
Port Louis, Mauritius
Good practice
Evidence: Descriptive / self-reported
Top 76%33/100