Why this matters
Many people in northern Ghana speak one or more local languages, and many businesses, NGOs and health programmes need messages in Dagbani, Gonja, Dagaare, Gurune, Mampruli, Twi, Hausa and more. Being able to produce a good translation quickly is valuable, and it can sometimes lead to remote work: some AI companies hire native speakers to transcribe, translate and check AI output in Ghanaian languages such as Twi and Dagbani.
AI translation is improving fast. Several general assistants translate, and there are tools built in Ghana, such as Khaya, listed among the projects of the Ghana NLP open source community, that focus on Ghanaian languages. Big technology companies are also working with Ghanaian universities on local language AI. Which languages each tool supports, and how well, differs and changes, so test the language you need.
As an example of how uneven support is: when we checked in October 2026, Khaya's website listed Twi, Ga, Ewe, Fante, Dagbani and Gurene among its languages, but not Mampruli. Google Translate's language list included Twi, Ewe, Ga and Hausa, but not Dagbani, Mampruli, Dagaare or Gurune. These lists change, so check the current list before you rely on a tool. Being listed also does not mean a translation is good.
What to expect
- English to Twi, Ewe or Ga often gives a usable first draft from tools that support them.
- Languages with less written text online, which includes many northern languages, may come out weaker, mixed with other languages or simply wrong.