Data is one of the most valuable assets in any organization. Utilizing data correctly can empower businesses to make important business decisions, increase business growth, and improve profitability. Therefore combining data across different datasources and exposing them for business use cases has become an essential requirement. This article discusses WSO2’s solution for seamless data integration of two widely used service architectures - centralized/monolithic architecture and decentralized/microservices architecture.