Community-rooted network
Access native speakers and language professionals close to the communities you want to serve.
Services / Low-Resource Language Data
Put underrepresented languages on the AI map.
Data and expertise for African and underrepresented languages that AI still leaves behind.
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Low-Resource Language Data
Why teams choose Langigs
Most of the world’s languages have little or no digital data, which means millions of people are left out of new technology. Rooted in Africa, Langigs connects you with native speakers and language experts to create the text, speech, and evaluation data these languages need — responsibly and with the communities who speak them.
Linguistic expertise
Support for orthography, dialect variation, and terminology where standards are still emerging.
Responsible practice
Fair contributor treatment, informed consent, and respect for community ownership.
Impact beyond the model
Help expand digital inclusion for speakers of underrepresented languages.
Use cases
Where we can help
- Speech and text corpora for new languages
- Machine translation for African languages
- Localized chatbots and voice services
- Public-health and civic information access
- Academic and NGO language research
- Benchmarks and evaluation sets
How it works
A clear process, start to finish.
- 01
Explore the language
We review the language, dialects, scripts, and existing resources with you.
- 02
Plan responsibly
Contributor recruitment, consent, and community considerations are agreed.
- 03
Create the data
Native speakers produce, transcribe, translate, and review the data.
- 04
Document and deliver
Data is delivered with documentation on conventions and coverage.
Quality assurance
Quality built into every step
- Native-speaker review at every stage
- Orthography and dialect conventions documented
- Contributor training and calibration
- Transparent reporting on coverage and gaps
FAQ
Common questions
Which low-resource languages do you support?
We focus on African and other underrepresented languages, such as Yoruba, Hausa, Igbo, Nigerian Pidgin, Swahili, Amharic, Wolof, and Tshivenda. Tell us your language and we will confirm availability.
What if a language has no standard spelling?
We agree on and document orthography conventions with language experts so the data stays consistent.
Do you work with NGOs and researchers?
Yes. We welcome projects with NGOs, universities, and research groups working on language inclusion.
Start your project
Ready to talk about Low-Resource Language Data?
Share your goals, languages, and timeline. We will reply with next steps and a plan that fits.
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Clear, consented voice recordings from native speakers for products, media, and AI.
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