Data Practical Notes

Jul 28, 2025 · Big Data

Why Data Middle Platforms Fail: Six Root Causes and a Phased Build Strategy

This article analyzes why most enterprise data middle platform projects end up unused, identifying six organizational and design failures — from treating platforms as systems rather than capabilities to lacking business-driven scenarios and governance mechanisms — and outlines a four-phase roadmap for building a sustainable, value-driven data platform.