A deep discussion microservices and data, aggregating the query and recommendations to reduce the binding between the data sets. An overview of types of database that suit the transactionable requirements of the business and the stakeholder. Ideally, each microservice class should have exclusive private access to a schema, but often business and engineering break the rules, but why?