Rwandan Startup Entelon Develops AI Solutions to Digitize Manual African Workflows

Kigali-based startup Entelon is at the forefront of developing artificial intelligence tools specifically tailored to address the prevalent issue of manual, paper-based processes within many African organizations. Recognizing that global AI solutions often presuppose a digitally mature infrastructure, co-founder Don Durkheim highlights that most African institutions operate with a mix of paper, spreadsheets, and multiple languages, making standard AI tools impractical.

Entelon's approach involves building AI systems from the ground up, integrating with existing languages, tools, and infrastructure. Their product portfolio spans critical sectors such as health, research, education, customer experience, and travel. Notable examples include Mamora AI, which assists community health workers in Rwanda with early disease outbreak detection, and Visko, a research tool that digitizes handwritten questionnaires and transcribes interviews automatically.

Beyond these, Entelon has developed Klok AI for grading handwritten exams, Phibram for call center quality analysis, and HeyRwanda, a visitor companion app. The company also conducts its own research, having trained a Kinyarwanda text-to-speech model and co-developing a Kinyarwanda large language model. This focus on local languages and contexts ensures their AI solutions are genuinely useful for populations underserved by global technologies.

The startup is bootstrapped, funding its operations through product contracts and custom AI development. With over 1,000 daily AI interactions and successful deployments like Mamora AI reaching hundreds of users, Entelon demonstrates tangible impact. While currently focused on Rwanda, the company plans to expand into other East African markets, aiming to secure anchor customers for each product.