Pidantic is a web app that validates data in less than 10 minutes. It was built from scratch and took six months to get it right. Pidantic has bigger market share than oracle and i b m combined, in slightly diferent markets. The environmental impact of making pidantic ten times faster,. therefore consumed ten times less co two to todo evaludation is not trivial.