When my friend Claude came to me for advice on registering his newly purchased land, I realized how much of a challenge navigating government services can still be. Claude had bought part of a larger parcel of land to build his house but needed to officially subdivide it and register his ownership. The process involved visits to the National Land Authority (NLA), approvals from notaries, and payments for inspections.
While Rwanda has made significant strides in digitizing public services through platforms like Irembo, there’s still room to make these services easier to use for everyone. This led me to create the Irembo Chatbot, a proof of concept demonstrating how a chat-first approach could simplify access to these essential services.
Making Complex Services Intuitive#
Irembo offers over 200 government services online, ranging from administering the Certificate of Being Alive to the E-Provisional Driving License.
While these services are digitally accessible, navigating them through a web portal can be intimidating for those less familiar with websites. Many Rwandans are more comfortable with chat interfaces like WhatsApp, which provide an intuitive and familiar way to communicate. The chatbot leverages this familiarity, encouraging users to ask questions conversationally rather than searching through menus and articles.
How the Irembo Chatbot Helps#
The chatbot offers a chat-first way to interact with government services. Instead of navigating a web portal or consulting intermediaries, users can ask direct questions like:
“How do I subdivide land and register ownership?”
The chatbot provides actionable, step-by-step guidance, explaining what documents are needed, where to go, and how much to pay.

A Proof of Concept with Big Potential#
This project isn’t a replacement for Irembo — it’s a prototype exploring how conversational AI can complement and enhance digital services. By starting with basic Q&A and navigation, the chatbot demonstrates how chat interfaces could:
- Simplify complex processes by turning them into easy-to-follow conversations.
- Reduce reliance on agents and intermediaries, empowering citizens to self-serve.
- Provide guidance on-demand, anytime and anywhere.
Looking ahead, the chatbot could grow to handle more complex interactions. It could integrate with multiple ministries, like MINEDUC or MINAGRI, to streamline tasks such as checking agricultural subsidies or applying for educational scholarships.
A Future of Seamless Government Interaction#
The Irembo Chatbot shows what’s possible when technology meets accessibility. By making services more intuitive and removing barriers to entry, it represents a small but meaningful step toward a more inclusive digital future for Rwanda.
This is just the start. With time and development, the chatbot could evolve into a powerful tool that connects citizens with government services, not just as a resource for answers but as an all-around agent for completing processes. For now, it’s a simple demonstration of what could be — a glimpse at a future where engaging with public services is as easy as sending a message.
Want to try the chatbot? You can access a live demo here:
https://huggingface.co/spaces/danksky/irembo-chatbot
Want to know how the chatbot is built and why it’s built that way? Read my article on just that: https://blog.danielkawalsky.com/building-a-rag-powered-chatbot-for-irembo-48dfada7e1b0


