Intelligence
for Development
AI-powered solutions tackling Africa's development challenges. From national statistics to real-time monitoring, we build tools that create impact.
Try Lipalo Now
Ask a question about Lesotho statistics and see AI in action
AI-Powered Insights in 3 Steps
From raw data to actionable intelligence
Data Ingestion
We collect and process official reports from BOS, World Bank, WHO, and other trusted sources
AI Processing
Advanced AI extracts, indexes, and understands the data for natural language queries
Instant Insights
Ask questions in plain English and get accurate, cited answers in seconds
AI Tools for Real-World Impact
Purpose-built AI solutions addressing specific challenges in Southern Africa
Lipalo
AI-powered statistics assistant for Lesotho. Access food security data, health metrics, economic indicators, and demographic information through natural conversation.
Maseru Bridge Traffic
Real-time traffic monitoring at the Maseru Bridge border crossing. AI-powered analysis of traffic conditions to help plan your crossing.
More Products
We're building more AI tools for development. Agriculture monitoring, health data assistants, and climate intelligence solutions are in the works.
Built For Impact Makers
Our tools serve those working to improve lives
Government
Data-driven policy decisions
NGOs
Program planning & reporting
Researchers
Quick access to statistics
Development Orgs
Impact assessment & M&E
Powered by Official Sources
We only use verified, authoritative data
Lipalo: AI for Lesotho Statistics
Transforming Data Access
Before Lipalo, accessing Lesotho's official statistics meant downloading multiple PDF reports and searching through hundreds of pages. Now, anyone can get instant, accurate answers with full citations.
From food security to education, health to employment — Lipalo covers 11 categories of national statistics, all accessible through natural conversation.
Try Lipalo Free →Built by 4D Climate Solutions
Combining development expertise with cutting-edge AI
4D AI Labs is the innovation arm of 4D Climate Solutions, a climate and development consultancy based in Lesotho with operations across Southern Africa since 2018.
We combine deep domain expertise in development with cutting-edge AI technology to build tools that make a real difference. Our solutions are designed for the African context — working with local data, addressing local challenges.
Common Questions
Yes! Lipalo is currently free to use. We believe in making data accessible to everyone working on development in Lesotho.
We only use official sources like the Bureau of Statistics, World Bank, and UN agencies. Every response includes citations so you can verify the source.
Lipalo is great for research and quick reference. For official reports, we recommend verifying with original sources using the citations provided.
Yes! We build custom AI solutions for development organizations, governments, and NGOs. Contact us to discuss your needs.
Health, Demographics, Economy, Employment, Education, Agriculture, Food Security, Energy, Environment, Justice, and Gender statistics.
Have a Data Challenge?
We build custom AI solutions for development organizations, governments, and NGOs. Let's discuss how AI can help your mission.
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