How can you trust your plan if your master data is inconsistent? Manually checking every new product entry from your ERP is slow and prone to error. Integrating and Checking Master Data—Practical Example.

A user wants to validate new product master data as it flows in from ERP. The system’s embedded AI, trained initially on the "best" historical master data, detects typical rule/consistency patterns. When a new, updated spreadsheet is received, the AI scans for mismatches or anomalies. If it spots a value out of bounds, it flags the record for review, allowing the business expert to interactively confirm or override AI suggestions, thus accelerating master data rule setup.