Within the FinTech industry, which has gained attention in recent years, what kind of services does Money Forward provide? This talk will introduce how Money Forward considers such initiatives as data science and machine learning, and how it promotes them as an organization. While there are many elegant examples of initiatives externally, this talk will introduce how to overcome unavoidable obstacles as new initiatives are advanced, including struggles and gotchas to watch out for.