Data migration is often portrayed as a straightforward technical process, but hidden costs can quickly derail budgets and timelines. In the latest episode of the Business Thinking Podcast, experts break down the true cost of migrating data—from downtime and lost productivity to unexpected tooling and rework.
"Most organizations underestimate the complexity of data migration. It's not just about moving files; it's about ensuring data integrity, security, and minimal disruption to operations."
Key hidden costs include:
- Downtime and lost revenue: Even brief outages can impact customer trust and sales.
- Data quality remediation: Inconsistent or corrupt data often requires cleaning before migration.
- Testing and validation: Rigorous testing is essential to avoid post-migration failures.
- Training and change management: Teams must adapt to new systems, which requires time and resources.
To avoid these pitfalls, experts recommend thorough planning, involving stakeholders early, and leveraging frameworks like Medallion Architecture to structure data layers. A phased approach—with rollback plans—can also reduce risk.
Download the free Medallion Guide at business-thinking.com/resources for detailed strategies.