Current Fact Of data Integration : In today's integration landscape, Electronic Data Interchange (EDI) and modern data integration methods are fundamental for structured data exchange among businesses, for which Businesses that want to future-proof their operations. While EDI has long been the bedrock of this exchange, contemporary methods now accommodate diverse data types and formats, mirroring evolving business needs in an interconnected world. However, alongside these advancements, businesses face significant integration challenges. Legacy systems coexist with the demands of Industry 4.0, creating a complex environment. The convergence of technological innovations in manufacturing risks forming data silos, reverse information flow and operational efficiency. Addressing these hurdles, demands strategic utilization of insights and innovative integration technologies including API-based integration, IoT integration, AI and machine learning integration, cloud-based integration, and blockchain integration. By embracing these trends and fostering innovation, organizations can effectively navigate modern data integration complexities and maximize data asset potential.