Global Index Score
37.01
Benin's index score lands +15.2 against the Africa average (21.8) and +10.0 against Lower middle income peers (27.0). It scores ahead of 57% of the 135 economies assessed this edition. The profile rests on 20 documented evidence items spanning policy frameworks, government initiatives and civil society activity.
GIRAI evaluates countries across five core dimensions that capture the social, ethical, and institutional impacts of artificial intelligence.
AI Policy
35.79
Avrg. Score
13.69
Enabling Conditions
45.85
Avrg. Score
42.48
Civil Society Engagement
17.78
Avrg. Score
9.31
21.77
Index Score
16.68
Avrg. Dimension score
Benin runs +5.1 against the regional average (16.7) on Inclusion and Diversity. Strongest indicators: Cultural and Linguistic Diversity (73.5), Gender Equality (0.0). Weakest: Children's Rights (0.0). This dimension ranks 90th globally — behind the country's overall position (59th). 3 evidence items on file, including "National Strategy for Artificial Intelligence and Big Data 2023-2027" and 2 other documented items.
44.27
Index Score
23.38
Avrg. Dimension score
Benin runs +20.9 against the regional average (23.4) on Ethics and Sustainability. Strongest indicators: Fairness and Non-discrimination (66.4), Environmental Impact (64.4). Weakest: Human Oversight and Determination (58.6), Transparency and Explainability (58.6). This dimension ranks 47th globally — ahead of the country's overall position (59th). 5 evidence items on file, including "National Strategy for Artificial Intelligence and Big Data 2023-2027" and 1 other documented items.
46.44
Index Score
23.30
Avrg. Dimension score
Benin runs +23.1 against the regional average (23.3) on Labour and Skills. Strongest indicators: AI Literacy (75.8), Reskilling/Upskilling Initiatives (73.5). Weakest: Labour Protections (9.1). This dimension ranks 46th globally — ahead of the country's overall position (59th). 6 evidence items on file, including "National Strategy for Artificial Intelligence and Big Data 2023-2027" and 3 other documented items.
35.91
Index Score
26.36
Avrg. Dimension score
Benin runs +9.5 against the regional average (26.4) on Trust and Safety. Strongest indicators: Access to Redress and Remedy (58.6), Safety and Security (0.0). Weakest: AI-facilitated Misinformation and Violence (0.0), Impact Assessments (0.0). This dimension ranks 70th globally — behind the country's overall position (59th). 2 evidence items on file, including "Law No. 2017-20 establishing the Digital Code in the Republic of Benin".
36.64
Index Score
19.73
Avrg. Dimension score
Benin runs +16.9 against the regional average (19.7) on AI Use in Public Service. Strongest indicators: Public Sector Skills Development (75.0), Public Disclosure of Government Algorithmic Systems (0.0). Weakest: Public Procurement (0.0). This dimension ranks 45th globally — ahead of the country's overall position (59th). 4 evidence items on file, including "National Strategy for Artificial Intelligence and Big Data 2023-2027" and 1 other documented items.
Explore how country performance, scores, and governance indicators have changed between GIRAI editions.
14 indicators
| Indicator | 2024 Edition | 2026 Edition |
|---|---|---|
| Gender Equality | No Framework | No Framework |
| Children's Rights | No Framework | No Framework |
| Cultural and Linguistic Diversity | Non-Binding Framework | Non-Binding Framework |
| Fairness and Non-discrimination | Binding Framework | Binding Framework |
| Transparency and Explainability | Non-Binding Framework | Binding Framework |
| Human Oversight and Determination | Binding Framework | Binding Framework |
| Labour Protections | No Framework | No Framework |
| Reskilling/Upskilling Initiatives | Non-Binding Framework | Non-Binding Framework |
| Safety and Security | No Framework | No Framework |
| Access to Redress and Remedy | Binding Framework | Binding Framework |
| Impact Assessments | No Framework | No Framework |
| Public Sector Skills Development | Non-Binding Framework | Non-Binding Framework |
| Public Procurement | No Framework | No Framework |
| Government Mechanisms for CSO Inclusion in AI Policy and Governance | Non-Binding Framework | Non-Binding Framework |
Indicator definitions changed between editions; this table compares evidence presence and status, not directly comparable scores. A — indicates the item is not applicable or was not assessed for that edition.
Explore how countries and regions perform across GIRAI's governance dimensions, scores, and structural indicators.
| Indicator | Benin | Africa |
|---|---|---|
| Inclusion and Diversity7 | ||
APGender Equality | 0.0 | 8.6 |
APChildren's Rights | 0.0 | 8.5 |
APCultural and Linguistic Diversity | 73.5 | 12.6 |
CSOCivil Society Engagement in Inclusion and Diversity | 7.7 | 7.7 |
ECEgalitarian Democracy | 44.8 | 28.7 |
ECSocioeconomic Inclusion in Connectivity | 10.1 | 23.5 |
ECGender Inclusion in Connectivity | 8.1 | 47.2 |
| Ethics and Sustainability6 | ||
APFairness and Non-discrimination | 66.4 | 21.5 |
APTransparency and Explainability | 58.6 | 18.1 |
APHuman Oversight and Determination | 58.6 | 24.2 |
APEnvironmental Impact | 64.4 | 7.1 |
CSOCivil Society Engagement in Ethics and Sustainability | 0.0 | 9.9 |
ECEnvironmental Performance | 4.0 | 44.3 |
| Labour and Skills6 | ||
APLabour Protections | 9.1 | 2.8 |
APReskilling/Upskilling Initiatives | 73.5 | 25.4 |
APAI Literacy | 75.8 | 27.8 |
CSOCivil Society Engagement in Labour and Skills | 20.5 | 10.3 |
ECLabour Rights | 46.4 | 32.4 |
ECPopulation Digital Readiness | 38.4 | 41.4 |
| Trust and Safety11 | ||
APSafety and Security | 0.0 | 14.2 |
APAccess to Redress and Remedy | 58.6 | 20.7 |
APImpact Assessments | 0.0 | 12.2 |
APAI-facilitated Misinformation and Violence | 0.0 | 6.6 |
CSOCivil Society Engagement in Trust and Safety | 13.2 | 5.2 |
ECData Protection and Privacy | 100.0 | 56.5 |
ECData Sharing and Access | 93.8 | 46.8 |
ECConsumer Protection | 88.8 | 76.1 |
ECCybersecurity | 91.1 | 64.8 |
ECRule of Law | 43.1 | 34.1 |
ECGlobal Peace | 56.3 | 52.2 |
| AI Use in Public Service7 | ||
APPublic Sector Skills Development | 75.0 | 19.7 |
APPublic Disclosure of Government Algorithmic Systems | 0.0 | 0.0 |
APPublic Procurement | 0.0 | 6.5 |
CSOGovernment Mechanisms for CSO Inclusion in AI Policy and Governance | 47.5 | 13.6 |
ECCivil Society Oversight | 67.0 | 57.2 |
ECPublic Service Delivery | 86.0 | 55.7 |
ECRight to Information | 15.9 | 18.6 |
| Score adjustment | ||
URAIUnacceptable Risk AI Systems | No penalty | ×1.00Regional average |
A breakdown of the structural factors shaping this country's score.
National AI strategies, laws, and oversight mechanisms that establish formal governance structures.
Contribution to overall score
58%
Participation of academia, advocacy groups, and non-state actors in shaping governance and ensuring accountability.
Contribution to overall score
5%
Institutional capacity, rule of law, digital readiness, and labour protections that enable effective governance.
Contribution to overall score
37%
11 pieces of evidence assessed across 20 indicator cases — laws, policies, strategies, and institutional actions in Benin.