Organizations need to make useful data insights available simply and conveniently at scale in order to drive data culture. Amazon QuickSight Q uses machine learning to enable any user to ask questions about business data in natural language and receive accurate answers with relevant visualizations in seconds. Ask “Why” questions, which leverage QuickSight’s contribution analysis capability to answer questions about why things happened and Forecasting questions, which leverage QuickSight’s ML-powered forecasting algorithm to answer questions about future trends. As you navigate to different dashboards, automated data prep ensures the right topic opens based on the dashboard you are viewing. With Pinboards, you can pin answers to easily access and see the latest data when you need it, and share with others.