Steering Cloud ERP Migrations with Data Governance
Cloud ERP (enterprise resource planning) migrations aren’t just about moving systems—they’re about cleaning up your data first. In an article ERP Today article written by Mageshwaran Subramanian, it argues that companies often rush to go-live and overlook the most critical factor: data quality. A cloud migration isn’t a simple “lift and shift.” It’s a chance to rethink, filter, and restructure data so the new system doesn’t inherit years of technical debt—especially in an era where AI-readiness is a major selling point. One key principle is shifting validation early. Borrowing from “shift-left” thinking in software development, Subramanian stresses that data should be validated at extraction—not after loading. The longer bad data lingers in the pipeline, the more expensive and disruptive it becomes. Archiving is another big lever. In on-prem systems, storing everything felt harmless. But cloud ERP pricing changes that equation. Migrating outdated purchase orders and decades-old records increases subscription costs and hurts performance. The smarter move? Separate active data (what runs the business today) from historical data (better stored in lower-cost archives or data lakes). He also highlights the importance of defining a “golden record.” Modern cloud platforms rely on unified entity models, so duplicate vendor/customer records must be consolidated with clear de-duplication and survivorship rules. The bottom line is t hat AI won’t fix messy data—it will amplify it. Strong governance, clean master data, and disciplined archiving turn a cloud migration from a software upgrade into a long-term strategic foundation.
