The management of data at scale is being reported as a significant challenge for the development of artificial intelligence. There are various approaches being considered to address this issue, including rethinking operating models and improving data quality. The importance of effective data management for ai growth is being emphasized by several companies and industry leaders, although there may be differing opinions on the best approach.