The exponential growth of data generated by computational systems, users, and devices has introduced significant challenges for real-time processing, resource optimization, analysis, and the provision of training material for AI systems. On-premise infrastructures, while capable of high computational power, are constrained by hard??ware and tool configuration, limiting scalability and collaboration. To address these limitations, the research focuses on Microsoft Fabric, a SaaS cloud based platform integrating data processing and real-time analytics. The research, carried out in partnership with Mediamente Consulting, aims to adapt and implement the corporate data integration automated framework within Microsoft Fabric, and to evaluate its performance relative to the on-premise version.