Data Migration Success Factors and Strategies

This guide discusses the critical factors for successful data migration projects, addressing the high failure rates often associated with such initiatives. It outlines various reasons for these failures, including misconceptions about the data migration process, underestimation of required efforts, and lack of formal governance and methodology. The document emphasizes the importance of engaging business stakeholders throughout the migration process to ensure that IT does not operate in isolation. It introduces the concept of a 'data migration factory,' which promotes a repeatable process for data migration that includes data profiling, governance, and iterative improvements. The guide also details the steps involved in setting up this factory, including data extraction, cleansing, auditing, and loading into target systems. By adopting this structured approach, organizations can improve data quality, reduce risks, and enhance the overall success of their data migration efforts.