Data Integration and Governance

Jan 8, 2026 · Big Data

How to Design Data Architecture That Keeps Up With Rapid Business Changes

When business requirements change every few days, traditional data architectures become rigid, tightly coupled, and slow, causing endless cycles of overtime; this article analyzes the root causes and presents a layered, configurable, and API‑driven approach—including moderate redundancy, data catalogs, and decoupled layers—to enable data systems to adapt quickly and reliably.