We combine established evaluation methods with the latest advances in econometrics and predictive AI.
We deploy machine learning, geospatial data and predictive AI.
We are continuously investing in our capabilities to find new solutions to socio-economic development problems.
We have a team of dedicated individuals testing out innovative data-driven solutions in the field of development.
We use predictive analytic and modeling techniques to, for example, define target populations, extract insights from unseen data, extrapolate findings, or plan ahead.
Some of the techniques we have used include: machine vision techniques to estimate coffee tree yields, Markov chain models to predict the evolution of education systems, gravity models to identify infrastructure gaps in Rwanda’s economic geography, and economic complexity models to study the latent trajectory of economies.
Social research is geographically situated. Laterite has a large database of geospatial data from the countries where we work. Indicators include, for example, terrain, climate, population composition and density, nightlights, distances from roads and urban centers, and a vegetation index.
We use geospatial statistics to strengthen econometric analysis and ground our findings in their geographical context. This allows us to enhance our analysis and build powerful maps & tools to visualize development-related indicators.
We build systems to transform information locked in hard copy into datasets ready for analysis and visualization.
Laterite deploys optical recognition techniques that can be used for example to grade student assessments, monitor attendance sheets, or extract information from administrative data. In our experience, optical recognition can generate high-quality data for relative low cost.
Optimization algorithms are emerging as a game changer for the way organizations conduct day-to-day work. When carefully used, LLMs can be used to enhance internal processes and streamline routine tasks.
We can tailor large language models to address specific needs of social impact organizations.
Designing and conducting survey research takes a lot of time. Some of that time is spent on technical and repetitive tasks, like coding a survey, cleaning data or coding qualitative data. Laterite has developed a set of tools to answer these challenges, using the latest AI technologies.
We are currently in alpha mode testing and you will soon be able to check out our first batch of tools. (Subscribe to our newsletter to stay tuned.)