ERP Data Migration Validation Engine
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“Delivered a robust migration assurance framework that validated data quality and migration rules prior to cutover, ensuring high-confidence data loads and minimizing post-migration remediation activities.”
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The problem
A large-scale ERP transformation required reliable migration of legacy data into the target platform. Data quality issues, inconsistent formats, and duplicate records posed significant risks to migration accuracy and downstream business processes.
- 02
What Karthik shaped
Karthik designed and developed a reusable migration validation engine that standardized and normalized source data, performed exact and fuzzy duplicate detection, and executed migration rules aligned with industry best practices and target ERP standards. He built validation mechanisms to test and verify every record before loading into the target environment.
- 03
Decision/tool delivered
Delivered a robust migration assurance framework that validated data quality and migration rules prior to cutover, ensuring high-confidence data loads and minimizing post-migration remediation activities.
Business impact
- 100% record-level validation before migration
- Automated duplicate detection and standardization
- Verified migration rules against target ERP standards
- Reduced data migration risks during cutover
- Improved reliability of ERP transformation
