Google cloud launched three new ML-based services that will provide real-time data insights to users. The three services: Datastream allows users to replicate databases in real-time. Analytics hub lets users curate, create, and manage analytics exchanges securely and in real-time. Dataplex is a combination of Google cloud and open-source that allows users’ analyze their data at scale. A survey by Gartner found the average cost of poor data quality at $12.8mn per year.