A diverse group of content creators, including writers, editors, linguists, software engineers, and entrepreneurs, have shared their valuable insights, experiences, motivations, and challenges in the journey of establishing a robust foundation for language tools.

Engaging conversations with these stakeholders has underscored four pivotal elements that shape the design of language tools for African languages.

Firstly, the intricate fabric of Africa's multilingual landscape must be acknowledged, considering the lasting impact of historical colonization. Indigenous languages carry profound cultural significance while playing vital roles in education, politics, and economics. Secondly, fostering the development of African content stands as an imperative goal. This encompasses creating fundamental tools like dictionaries, spell checkers, and language-specific keyboards. It also involves dismantling financial and bureaucratic barriers that hinder translating government communications into multiple national languages, spanning the African linguistic spectrum.

Furthermore, the nexus of linguistics and computer science requires nurturing, as their synergy generates innovative solutions centred on human needs. Upholding ethical standards and engaging the community throughout data collection and utilization processes remain equally vital.

As the team advances, they will address potential obstacles hindering equitable access to this technology. Their comprehensive study is a roadmap for crafting various language tools, ranging from translation services to content moderation to combat misinformation.

"I envision a world where Africans can enjoy a quality of life and access to information and opportunities that are on par with individuals fluent in English, French, Mandarin, and other major languages," expresses Siminyu.

"The landscape of organizations invested in this realm is expanding, and our study provides a framework to synchronize efforts in constructing impactful language tools. The insights precisely outline priorities regarding time and financial investments," added Siminyu.