Surviving the Shift: Field-Tested Lessons from Enterprise Data Migrations to the Cloud

Prudhvi Raj Atluri · European Journal of Computer Science and Information Technology · 2025

Cloud data migrations represent transformative organizational shifts that extend far beyond technical implementation. Despite vendor promises of enhanced capabilities and operational benefits, these initiatives frequently encounter complexities across architectural, governance, and operational dimensions. Enterprise migrations require holistic approaches addressing both technical components and organizational dynamics. Common challenges include misconceptions about architectural compatibility, underestimated data relationships, insufficient performance planning, and inadequate stakeholder engagement. Success demands comprehensive assessment frameworks, thoughtful architectural selection, robust operational resilience strategies, organizational alignment mechanisms, and structured implementation roadmaps. The guidance synthesized from field experiences provides practical direction for navigating migration complexities across financial services, healthcare, manufacturing, and retail sectors, enabling more predictable outcomes and sustainable cloud implementations.

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