Progressive Approaches to Data Mesh and Data Spaces

This technical report addresses the challenges organizations face with siloed and non-shareable data, which limit both internal value realization and external collaboration. It outlines a progressive solution to modern data challenges by leveraging data as a product, implementing data mesh to enhance data ownership and operations, and utilizing data spaces for secure collaboration. The report explains that traditional centralized data architectures often struggle to scale with increasing data volumes and diverse domain requirements. It details how adopting a data mesh allows for decentralized data ownership, where individual domain teams manage their data products, and emphasizes the importance of federated governance. The document also introduces the concept of data spaces, which facilitate trusted data sharing across organizations while maintaining data sovereignty. By adopting these frameworks, businesses can achieve sustainable data value realization and drive innovation across their ecosystems.