SingleStore has expanded its collaboration with Amazon Web Services (AWS), joining the AWS ISV Workload Migration Program to accelerate customer migration to cloud-based operational analytics. This collaboration enables customers to harness their operational data at scale, leveraging AWS services like Apache Kafka and Amazon SageMaker for streaming data and artificial intelligence (AI) and machine learning (ML). With SingleStore's modern data architecture, customers can benefit from a blueprint for adoption, robust technology, and other resources to enable real-time operational analytics. The expanded collaboration comes at a time when Gartner expects three-fourths of databases to be deployed or migrated to a cloud platform by 2022, and is particularly relevant for financial services companies that need to manage time series data.