Data Governance and Data Mesh Architecture: Strategy for Managing Decentralized AI Data
1. The Challenge of Decentralized AI and the Need for Governance The traditional centralized data architecture, often structured as a monolithic data lake or warehouse, is fundamentally failing under the demands of modern Decentralized AI and Machine Learning (ML) initiatives. As AI becomes embedded across various business domains—from marketing and operations to product development—data creation … Read more
