SAP-focused businesses are increasingly turning to cloud-based system implementations to enhance agility and achieve measurable ROI. In a recent survey, 86% of companies revealed that they have either migrated their workloads to SAP S/4HANA or have plans to evaluate and deploy it. With SAP’s mainstream support for legacy ECC software set to end in 2027, many businesses are expediting their SAP transformation initiatives.
One of the pivotal challenges in this transformation journey is migrating critical data from existing non-SAP or legacy SAP systems to new SAP systems, often involving data format conversions. Effectively transferring data to modern arrays demands meticulous planning and seamless execution.
SAPPivot emphasises the paramount importance of data quality, emphasising its role in ensuring a smooth, efficient, and expedited migration. High data quality safeguards against inconsistencies and compliance issues that can arise from incomplete or erratic data during the migration process. Businesses embarking on SAP system transitions are encouraged to establish data quality objectives and allocate resources accordingly.
Data mapping is another critical step, where rules for translating source data into target data are defined. SAPPivot underscores the significance of data mapping in maintaining data accuracy, especially when dealing with dissimilar source and target fields. SAPPivot states, “A common challenge is mapping complex data structures, particularly in cases where source and target fields are not identical. This requires a thorough understanding of the data being migrated and the ability to create mapping rules that are easy to understand and implement.”
Furthermore, cleansing and enhancing master data before migration are essential steps to ensure a successful transition.
Data validation is the final step in the process, confirming the absence of inconsistent or erroneous data in the new system. Given the complexity of validating extensive and intricate datasets, SAPPivot advocates the establishment of validation processes and rules for seamless migration. Employing automated validation tools or conducting manual checks by subject-matter experts can ensure a seamless data validation process, ensuring comprehensive data accuracy, early issue detection, and data loss prevention.
SAPPivot underscores the importance of adhering to best practices for a successful migration. The article emphasises meticulous planning, the efficient identification of data sources, completeness of migrating data, the elimination of duplicate and erroneous data, and data compliance as effective strategies for a seamless migration process.
The article also highlights the significance of adopting proven strategies while executing data migration. According to SAPPivot, conducting a data migration assessment can help define the scope and complexity of the data involved. Additionally, strategic testing, data validation, risk management, and change management can streamline the transition effectively.
SAPPivot emphasises that leveraging industry best practices and strategic approaches is crucial for a smooth migration. Equally important is the selection of a premium migration tool. Options such as SAP Data Services, SAP LSMW, and third-party data migration tools offer unique functionalities. Tool selection should align with the organisation’s business requirements and specific needs, according to SAPPivot. A quality migration tool facilitates efficient data extraction, transfer, loading, standardisation, cleaning, and reconciliation, enabling businesses to achieve faster agility. However, SAPPivot recommends that enterprises have a well-defined project plan and access to essential resources for a successful implementation. Furthermore, alignment of all stakeholders with the implementation goal is essential.
SAPPivot, led by CEO Ruth Forrest, is a team of consultants, experts, and technologists. The company assists SAP-centric companies in navigating the complex and dynamic landscape of SAP migration, providing practical strategies and expert guidance.
For more information about SAPPivot, please visit: http://sappivot.com.