TMS Data Quality Framework: The 7-Phase Validation Protocol That Prevents 90% of Implementation Failures Through Bulletproof Data Migration and Master Data Management
TMS implementation failure isn't just about missed deadlines or budget overruns. A staggering 76% of logistics transformations never meet their budget, timeline, or performance targets, yet European manufacturers continue racing toward TMS implementations without adequate data quality frameworks. The single most common implementation failure is data migration quality.