Usage of OSS is common, but data management areas have yet to take root in Japan. Cloud first also became common sense, but dbPaaS is not yet widely adopted. Non-RDBMS has also been slow to spread. The keyword for solving these problems is "in-house production." Think strategically about modernizing the architecture by putting in place an internal role that can lead the entire data management process.