Languages & Markets

African language, accent and market coverage

FYI Africa’s strongest operational base is Southern Africa, with broader African coverage scoped project by project.

Datasets can be structured by language, accent, region, home language, speaker profile, device type and recording environment.

Southern Africa Languages Accents Code-switching Regional profiles
Coverage approach

Strongest operational base: Southern Africa

FYI Africa is strongest in South Africa and neighbouring Southern African markets. Broader African coverage can be scoped project by project based on the language, speaker profile, sample size, data type, collection method and technical requirements.

01

Language coverage

Datasets can be structured around target languages, second-language usage, multilingual responses and code-switching behaviour.

02

Accent coverage

Projects can account for regional, urban, peri-urban, rural and market-specific accent variation.

03

Project-specific feasibility

Broader African requirements are scoped against collection feasibility, sample design, consent requirements and delivery timeline.

South African coverage

Priority language base

FYI Africa can support data collection across South Africa’s major languages and accents, with project structure defined by use case, speaker profile and technical specification.

South African English accents Afrikaans isiZulu isiXhosa Sepedi / Northern Sotho Sesotho / Southern Sotho Setswana siSwati Tshivenda itsonga isiNdebele
Regional coverage

Regional and broader African coverage may include

These languages and accents can be scoped project by project. Availability depends on sample size, contributor profile, market access, data type and collection requirements.

Shona Zimbabwean Ndebele Chewa / Nyanja Bemba Lozi Tonga Oshiwambo Otjiherero Swahili Luganda Kinyarwanda Amharic Oromo Somali Hausa Yoruba Igbo Akan / Twi Wolof Lingala Kikongo French African accents Arabic African accents Portuguese African accents
Dataset structuring

More than a language list

Strong AI performance depends not only on language coverage, but on realistic variation across accents, speaker profiles, regions, devices and recording environments.

Language
Accent
Home language
Country
Province or region
Urban / rural profile
Age band
Gender
Education level
Occupation category
Device type
Recording environment
Coverage note: Broader African coverage is scoped project by project. FYI Africa does not overclaim guaranteed coverage across every market; each project is assessed against the required language, sample design, contributor profile, collection method, timeline and compliance needs.
Scope coverage

Need a specific African language or accent?

Tell us the target languages, accents, markets, sample design and data type. FYI Africa will help assess feasibility and define the right collection approach.

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