Researchers at MIT recently teamed with a group of data scientists to automate the evaluation of satellite imagery to identify houses and types of houses, saving considerable time and funds on the field work that precedes rural development programs. The tool can be used to fill in the gaps of poorly mapped rural areas to determine the best place for pilot programs or villages suitable for solar power projects.