Using automated machine learning for AI in insurance

MSI first connected with dotData in 2017, when MSI's CIO visited Silicon Valley for a technical survey, Yokoyama said. At that time, dotData was just getting started, and it hadn't released a product. Still, MSI was intrigued by its automated machine learning platform, which claims to provide full-cycle machine learning automation. "When it comes to data analysis, model accuracy often gets the most attention; dotData, on the other hand, focuses on how quickly you can move from raw data to working models -- the AI-based feature engineering is what stood out," Yokoyama said. MSI had to build a lot of intelligent models, said Ryohei Fujimaki, CEO and founder of dotData.