The Analytical Data Platform provides an end-to-end source-agnostic infrastructure to run streaming and batch applications, build machine learning pipelines, and create data quality checkers. The platform is based on a modular approach and it consists of a Base Platform and the following use cases which can be launched on top of it: Image Recognition, Promotion Planning, Batch Processing, Streaming, and Data Governance. When the product is launched, AWS CloudFormation deploys corresponding resources in your AWS account. The launch of the Base Platform prepares essential resources that are common for all use cases (such as Amazon Amazon VPC, Amazon Cloud Map, Amazon Route53, and custom Amazon Lambda functions) and an S3 bucket used to store the status of the system. Once the Base Platform is up, any chosen use case can be launched on top of it.