Case Study
SAP ERP Implementation | Master Data Cleansing and Migration for Item and Vendor Records

The Challenge
A client undergoing a major ERP transition from a legacy Warehouse Management System (WMS) to SAP needed support preparing their item and vendor master data for migration. With over 25,000 item records and 5,000 vendor records, the organization lacked the internal bandwidth and data integrity controls to complete the work accurately and on time.
Our Approach
We were engaged to lead the data cleansing and migration readiness effort for the item and vendor master records. We worked closely with the client’s supply chain, IT, and project teams to validate legacy data, resolve discrepancies, and ensure completeness ahead of system cutover.
Key focus areas included:
- Reviewing and validating over 25,000 item master records and 5,000 vendor master records
- Identifying incomplete, duplicate, or inconsistent data fields
- Partnering cross-functionally to research missing attributes and standardize values
- Reaching out directly to key suppliers to obtain updated contact details, lead times, and part specifications
- Preparing clean, SAP-ready upload templates in line with system configuration and business rules
The Solution
We delivered a structured and collaborative data migration approach:
- Data Review & Cleansing – Systematically audited records for accuracy, consistency, and readiness for SAP upload
- Gap Identification & Research – Flagged missing or invalid fields and collaborated across functions to gather accurate data
- Supplier Outreach – Contacted vendors directly to verify and collect missing data, including lead times, contact info, and item specs
- SAP Template Preparation – Populated validated item and vendor records into SAP upload templates per configuration requirements
- Cross-Functional Coordination – Worked with sourcing, IT, planning, and receiving teams to resolve data ownership and accelerate reviews
Results
- Cleansed and prepared over 30,000 item and vendor master records for SAP migration
- Identified and resolved key data gaps through internal research and direct supplier outreach
- Delivered complete and validated SAP upload templates on time to support go-live
- Strengthened client readiness for enterprise-wide ERP transition