What works in Bamako
All catalogues · Mali profile
Quality scores are 0–100 rubric scores; “strong evidence” reflects study design; adoptions count documented replications elsewhere. Know more
Evidence snapshot for Bamako
Bamako has emerged as a hub for AI and digital skills training, with multiple initiatives targeting youth education and employment. Orange Digital Center Bamako trained 200 young women in 2024 with a target of 3,000 youth by 2026, while 350 graduates were placed in jobs by mid-2026, and AGCCI Bamako trained about 50 young women aged 17–25 in AI, robotics and coding in April 2023. The city has also piloted WFP's Enterprise Deduplication Service using AI photo-matching for humanitarian aid, and RobotsMali has produced 107 AI-generated Bambara-language children's books reaching over 300 pupils. Evidence is primarily from institutional announcements rather than independent evaluations of longer-term outcomes.
Drawn from: WFP's Enterprise Deduplication Service — AI Photo-Matching Saves $431,000 in Mali Aid Registrations · Orange Digital Center Bamako — Free Digital Skills and Start-up Hub Training Mali's Youth · RobotsMali — AI-Generated Bambara-Language Children's Books After Mali's Language Policy Shift · AGCCI Bamako — AU–UN Women's AI, Robotics and Coding Camp for 50 Young Malian Women · Kabakoo Academies — Bilingual AI Mentor for Youth Entrepreneurship Training in Bamako, Mali · Orange Mali–UNDP Digital Skills Partnership
Generated from this place's cited practices only. Always check the linked sources.
Strengths & weaknesses vs peers
Strengths
Transferability / demonstrated replication +40 pts 100 here · 60 average
Equity & inclusion +28 pts 78 here · 50 average
Multi-stakeholder collaboration +26 pts 100 here · 74 average
Inclusiveness / equity +24 pts 67 here · 43 average
Transparency, fairness & accountability +13 pts 67 here · 54 average
Evidence of impact / measured public value +9 pts 67 here · 57 average
Weaknesses
Transparency, ethics & data protection -14 pts 33 here · 47 average
Innovation level -25 pts 37 here · 62 average
Teacher capability & pedagogy -26 pts 11 here · 37 average
Evaluation evidence -49 pts 0 here · 49 average
Documented learning -74 pts 0 here · 74 average
Demonstrated reach -76 pts 0 here · 76 average
Score profile vs peers
Coloured bar: Bamako. Grey bar: peer average across the corpus. Both on a common 0–100 scale.
Points compare this place's average on each dimension with the average across all evaluated places, on a common 0–100 scale. Know more
Top good practices here
WFP's Enterprise Deduplication Service — AI Photo-Matching Saves $431,000 in Mali Aid Registrations · 73
Orange Digital Center Bamako — Free Digital Skills and Start-up Hub Training Mali's Youth · 71
RobotsMali — AI-Generated Bambara-Language Children's Books After Mali's Language Policy Shift · 53
AGCCI Bamako — AU–UN Women's AI, Robotics and Coding Camp for 50 Young Malian Women · 47
Kabakoo Academies — Bilingual AI Mentor for Youth Entrepreneurship Training in Bamako, Mali · 33
Orange Mali–UNDP Digital Skills Partnership · 28
Each number is the practice's overall 0–100 quality score against its catalogue's rubric. Know more
Recommended to adopt or replicate
Transferable practices from elsewhere that address this place's gaps.
Karya — Fair-Wage AI Data-Work Platform Bringing Digital Income to Rural India · fit 100/100
- Backed by strong evidence
- Addresses this place's weak dimensions
safe+natal — Comadrona-Designed Smartphone Checklist for Maternal Risk Screening in Rural Guatemala · fit 100/100
- Backed by strong evidence
- Addresses this place's weak dimensions
Digital Green — Video-Mediated Agricultural Extension · fit 100/100
- Backed by strong evidence
- Addresses this place's weak dimensions
Kartu Prakerja – National Digital Skills and Financial Inclusion Programme · fit 100/100
- Backed by strong evidence
- Addresses this place's weak dimensions
Ushahidi — Kenya's Crowdsourced Crisis-Mapping Platform · fit 82/100
- Rated highly transferable
- Addresses this place's weak dimensions
Smart City Wien Framework Strategy · fit 82/100
- Rated highly transferable
- Addresses this place's weak dimensions
Ciudad Mujer — El Salvador's Integrated Women's Services Programme · fit 100/100
- Rated highly transferable
- Backed by strong evidence
Already adopted in 3 other places
SASA! Community Mobilisation Programme against Intimate Partner Violence — Uganda · fit 100/100
- Rated highly transferable
- Backed by strong evidence
Already adopted in 4 other places
Fit estimates how well a practice matches this place, 0 (poor) to 100 (excellent); the list is ordered to favour practices that address this place's gaps. Know more