Artificial intelligence will transform many companies and create completely new types of businesses. Data and AI have social, political and business effects, transforming many modern industries. With the rise of AI, businesses are figuring out how to architect their companies to leverage AI capabilities. Creating high-quality datasets is essential to successful artificial intelligence (AI) projects. Huawei Cloud and its partners can play an important role in supporting businesses to navigate shortcomings related to data practices by building scalable data-based AI solutions, considering all potential end users of AI systems, and the overall IT infrastructure.