We support pharmaceutical firms and medical affairs sections in medical device companies in Japan, working to develop real-world evidence. We draft research design to advise on the selection of appropriate real-world data, draft forms for protocol/ethics committees, analyze data, and develop materials for academic conferences. We develop, identify, select, propose, and assess the most appropriate analytic methods for given research questions.