{"id":148104,"date":"2025-05-09T09:32:10","date_gmt":"2025-05-09T09:32:10","guid":{"rendered":"https:\/\/news.sap.com\/africa\/?p=148104"},"modified":"2026-02-02T19:38:19","modified_gmt":"2026-02-02T19:38:19","slug":"teach-ai-to-speak-africa-why-localisation-matters","status":"publish","type":"post","link":"https:\/\/news.sap.com\/africa\/2025\/05\/teach-ai-to-speak-africa-why-localisation-matters\/","title":{"rendered":"Teach AI to Speak Africa – Why Localisation Matters"},"content":{"rendered":"

As technology and AI become increasingly woven into the fabric of our daily lives, we must ask ourselves some fundamental questions: whose voices are being heard, and whose stories are being told, especially on the African continent?<\/h1>\n

\"\"May 25th is Africa Day, a proud and symbolic day for all Africans, whether resident on the continent or part of the vast diaspora. It is a celebration of unity, resilience and rich cultural diversity. It is also a reminder of the persistent challenges – poverty, inequality, unemployment, access to healthcare and education – that still affect so many.<\/p>\n

Organisations and governments across the continent are utilising rapid technological advances and powerful AI-enabled innovations to improve the lives of all who call Africa home. Africa\u2019s digital transformation is in full swing.<\/p>\n

But there are also emerging risks, especially with AI, the seminal technology of our time. The global AI narrative often excludes African languages, customs and cultural contexts. This is not only a significant missed opportunity, but also a real risk: without intentional inclusion, Africa\u2019s rich diversity is at risk of being overlooked and could be lost forever in the fast-evolving digital age.<\/p>\n

Africa\u2019s Rich Tapestry<\/strong><\/h2>\n

Africa consists of 54 countries and is home to 1.4 billion people – nearly 20% of the world\u2019s population. More than 3000 distinct cultures speaking over 2000 languages call Africa home. To put this into perspective, Africa has double the population of Europe and more than ten times the number of languages, highlighting the continent\u2019s immense cultural and linguistic diversity.<\/p>\n

And yet this vast diversity is at risk of being lost in the Age of AI. Most generative AI models are trained on Western data sets, predominantly in English and other dominant global languages. As a result, these technologies often fail to accurately interpret African contexts, leading to the misrepresentation of names, accents, traditions, and everyday experiences of a fifth of the global population.<\/p>\n

According to the US-based public policy think tank\u00a0Brookings Institution,\u00a0Generative AI tools are often trained on internet data, meaning access to these tools may be limited to those who speak a few data-rich languages like English, Spanish, and Mandarin.<\/p>\n

Localisation Matters<\/strong><\/h2>\n

In the context of Africa and AI, localisation is essential for both inclusion and relevance. When AI systems fail to understand the nuances of local languages and cultural norms, they risk excluding entire communities from the digital revolution.<\/p>\n

A clear example of the need for greater localisation can be found in the financial sector. The absence of financial education tools and banking apps in indigenous languages remains a major barrier to financial inclusion for hundreds of millions across the continent.<\/p>\n

A research paper on\u00a0Language Barriers in Financial Inclusion\u00a0emphasized that these language challenges significantly hinder access to financial services, noting that many digital platforms are not available in local languages. The study identified the lack of localisation in financial tools as a primary factor contributing to the systemic exclusion of non-English-speaking communities from essential financial services.<\/p>\n

Equally concerning is the potential erosion or complete loss of languages and traditions, many of which are already under serious threat.<\/p>\n

According to the\u00a0United Nations Educational, Scientific and Cultural Organization (UNESCO), Africa is home to one-third of the world\u2019s languages. Alarmingly, 15% of these are at risk of extinction. These include the\u00a0Khoi<\/em>\u00a0and\u00a0San<\/em>\u00a0languages in Southern Africa,\u00a0El Molo<\/em>\u00a0in Kenya, which is spoken by fewer than 500 people, and\u00a0Bangi Me<\/em>\u00a0in Cameroon, which is spoken by fewer than 50 people.<\/p>\n

In such extreme cases, generative AI could play a vital role in documenting, preserving, and even teaching these endangered languages to younger generations, helping to safeguard a critical part of our continent\u2019s cultural heritage.<\/p>\n

Supporting African AI innovation<\/strong><\/h2>\n

We must acknowledge the encouraging rise of African-led innovation in this space, particularly the development of AI models trained in widely spoken African languages such as Swahili and isiZulu. We are also seeing the emergence of voice recognition tools tailored to African dialects and accents, as well as creative uses of AI to tell African stories and reflect local experiences. While these developments are promising, much work still lies ahead.<\/p>\n

African governments, academic institutions, and global technology companies all have a critical role to play in accelerating this progress. In multilingual countries \u2013 which are commonplace across Africa \u2013 AI and technology can be powerful tools for closing communication gaps and enhancing inclusion and access.<\/p>\n

The\u00a0United Nations Development Programme (UNDP)\u00a0highlights the importance of co-creating AI solutions that are representative of local priorities. It advocates for Africa to be not just a beneficiary, but an active partner in shaping the future of AI, ensuring that technological advancements align with the continent’s unique needs and development goals.<\/p>\n

Localising tech is not just about translation, it\u2019s about transformation. It\u2019s about building digital tools and AI models that reflect African identities, cultures and values. It\u2019s about ensuring that Africa isn\u2019t just a consumer of global innovation, but a co-creator and co-innovator of it. In this regard, everyone needs to play a role, and the importance of Public-Private Partnerships cannot be emphasised enough.<\/p>\n

On this Africa Day, let\u2019s commit to shaping a digital future that doesn\u2019t just include Africa, but is deeply and intentionally\u00a0influenced<\/em>\u00a0by it. Let\u2019s build AI that doesn\u2019t just speak to us, but speaks\u00a0like<\/em>\u00a0us \u2014 in our languages, through our stories, and with our spirit.<\/p>\n

Dumisani Moyo<\/strong><\/a>\u00a0is the Marketing Director at\u00a0麻豆原创 Africa<\/a><\/strong><\/p>\n

 <\/p>\n","protected":false},"excerpt":{"rendered":"

As technology and AI become increasingly woven into the fabric of our daily lives, we must ask ourselves some fundamental questions: whose voices are being…<\/p>\n","protected":false},"author":4410,"featured_media":148105,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"related_posts":[],"footnotes":"","_links_to":"","_links_to_target":""},"categories":[5597544],"tags":[5598096,1494787,5599291],"series":[],"sapn-display":[5598742,5598740,45149,5598743,5598741,279685],"sapn-type":[45018],"class_list":["post-148104","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-technology","tag-africa-day","tag-ai","tag-localisation","sapn-display-feature-hero","sapn-display-feature-spotlight","sapn-display-homepage-hero","sapn-display-news-hero","sapn-display-news-spotlight","sapn-display-hero","sapn-type-feature"],"yoast_head":"\nTeach AI to Speak Africa - Why Localisation Matters - 麻豆原创 Africa News Center<\/title>\n<meta name=\"description\" content=\"On this Africa Day, let\u2019s commit to shaping a digital future that doesn\u2019t just include Africa, but is deeply and intentionally\u00a0influenced\u00a0by it. 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