South Africa
This profile summarises the Key Insights arising from the completion of the Readiness Assessment Methodology (RAM) for South Africa, provides context through the Country Landscape.
South Africa's RAM data and Country Report are publicly available and can be downloaded below.

Key Insights
South Africa’s AI ecosystem is in a pivotal stage of development. In the absence of a formal AI strategy, the 2020 Presidential Commission on the Fourth Industrial Revolution (PC4IR) report has guided much of the digital policy direction. National policies such as the National Integrated ICT Policy White Paper (2016) and the draft National Data and Cloud Computing Policy focus on strengthening data sovereignty, security, and access to cloud services to ensure a secure data ecosystem for Al development. However, in October 2024, the Department of Communications and Digital Technologies released the National AI Policy Framework, and this is expected to lay the groundwork for an upcoming national AI strategy.
In terms of governance, South Africa leads in Africa and has a strong legal foundation for Al policy, with key regulations such as the Protection of Personal Information Act (2013), the Cybercrimes Act (2020), and the Electronic Communications and Transactions Act 25 (2002) providing some oversight. The 2024 Global Index on Responsible AI ranks South Africa as the highest-performing country in Africa (27.61/100) and 42nd globally. However, a comprehensive Al-specific legal framework is still needed to address accountability and ethical concerns surrounding Al deployment. As of 2025, South Africa became the host of the G20 Presidency and signalled the importance of AI to its agenda by establishing an AI Action Taskforce.
South Africa ranks among the top 20% of countries globally in digital infrastructure, according to the World Bank’s Statistical Performance Indicator. Internet access reached 75.7% of households in 2022, with urban areas at 84% and rural areas at 62%. However, foundational challenges also persist in a lack of high-performance computing resources and data-sharing frameworks. The draft National Data and Cloud Policy aims to establish a national open data framework, but further inclusive investment in Al infrastructure is needed.
As one of Africa's leading Al markets, South Africa has seen increasing Al adoption across key sectors such as finance, manufacturing, and healthcare. The Competition Commission has actively addressed Al-related market concerns, particularly regarding digital platforms and consumer protection. However, economic inequality, job displacement due to automation, and limited Al-focused entrepreneurship remain pressing concerns. South Africa's Al market is projected to reach $2.35 billion, with ongoing efforts to foster Al adoption through strategic plans and sector-specific incentives. Despite these efforts, funding for Al startups and incentives for SMEs remain uneven, hindering innovation and job creation.
Nevertheless, South Africa is an innovation leader in Africa, ranking among the top five African nations in the 2023 Global Innovation Index and 24th globally in the Economic Complexity Index (Technology). Government funding constitutes 56.3% of R&D spending, followed by business (26.9%), foreign investment (13.3%), and other sources (3.5%). The majority of this funding supports universities and national science councils. Research and innovation efforts in Al are growing, with a 185% rise in Al-related publications. In addition, institutions like the Centre for Al Research (CAIR) and the Al Institute of South Africa are actively promoting responsible Al development. The government has also prioritized Al research through initiatives such as the 2020 National Digital and Future Skills Strategy and the Decadal Plan (2022-2032), which focus on fostering ethical Al innovation in the public sector. However, investment in public research infrastructure, particularly in computing power for AI R&D, remains limited.
While government and private sector initiatives have introduced digital skills training programs targeting youth and vulnerable groups, challenges persist in ensuring inclusive Al education. Only 15% of the population possess basic ICT skills and just 5% have advanced skills. Additionally, while South Africa has strong legal foundations promoting non-discrimination and gender equity - ranking 20th globally in the 2023 World Bank Gender Gap Index - women and marginalized groups face barriers to participation in Al and STEM fields, limiting diversity and inclusivity in Al research and development. Targeted support for underrepresented communities will be critical in ensuring equitable access to Al education and digital skills in South Africa. Notable efforts such as Lelapa Al's work on indigenous language processing and research at the University of Pretoria highlight the gaps in linguistic diversity in Al systems. The education sector has also integrated Al through initiatives like Dr Math for Al-driven learning and coding programs in schools, aiming to equip students with digital skills from an early age. To build a more resilient Al governance structure in South Africa, inclusive and targeted policies that encourage investment in these critical areas are essential.
Country Landscape
AI systems shape and are shaped by a socio-technical landscape of institutions, geographies, and cultural contexts. Therefore, to better understand the environment of the design, development, and deployment of AI systems within countries, it is critical to view these processes with a lens towards the country as a whole.
The share of population with access to electricity is calculated by the World Bank and displayed by Our World in Data. The World Bank defines access to electricity as 'having an electricity source that can provide very basic lighting, and charge a phone or power a radio for 4 hours a day'. This data was last reported as 86.50% for South Africa in 2022.
The share of the population using the internet is compiled by the ITU.
Last documented in 2023, they reported 75.7% of the population using the internet in South Africa.
The World Bank scores countries on various statistical performance indicators including data infrastructure. This score 'measures the hard and soft infrastructure segments, itemizing essential cross-cutting requirements for an effective statistical system'. The score is based on a range of 0 to 100, with 100 representing the best score.