The Evolution of Data Architecture: From Legacy Systems to Unified Intelligence

This article walks through eight distinct stages of this evolution, explaining the breakthroughs that defined each era from early transaction systems through NoSQL databases, real-time processing, cloud and hybrid arch

itectures, data governance, open formats, vector databases for AI, and today's unified intelligence platforms.