Symptom
Assisted Compensation Insights “Performance History” narrative doesn’t align with the performance ratings shown in the UI.
Environment
- SAP SuccessFactors Employee Central
- SAP SuccessFactors HCM Suite
Reproducing the Issue
- Proxy as the employee’s manager.
- Open the direct report’s People Profile.
- Go to Compensation section > Compensation Info > View all.
- Generate Compensation Insights
- Review the Performance History narrative; observe that it states a positive trend despite a decreasing most-recent rating.
Cause
Performance rating data was retrieved and formatted with incorrect ordering/date handling before being passed to the AI model, so the latest cycle could be missed and the narrative incorrectly described an improving trend; this is a data ingestion/preparation issue in Compensation Insights, not an AI model issue.
Resolution
Engineering team confirmed a patch is planned, so that the compensation insights are generated without the errors. Patch is scheduled for the following dates:
- September 22 for Preview Environment and,
- September 24th for Production Environment
This KBA will be updated once the fix is confirmed.
Note: The SuccessFactors Business AI and Employee Central teams are continuously evaluating ways to enhance and improve this feature, and are open to feedback.
See Also
SAP Help Portal
- Generating Compensation Insights | Help Portal
- Premium AI Features in SAP SuccessFactors | Help Portal
- Sources of Overall Form Ratings in Performance History and Trend Information | SAP Help Portal
- API Rate Limiting Enhancements and Guardrails | SAP Help Portal
KBAs:
Keywords
Assisted Compensation Insights, Performance History, compensation insights, performance ratings, trend analysis, positive trend, decreasing rating, misaligned narrative, data ingestion, ordering, date handling, people profile, compensation info, AI narrative, rating history, INC31202775, ECT-275849, SFGAI-8623, PTCH-51091. , KBA , LOD-SF-EP-FPP , People Profile - Full Profile , Known Error
SAP Knowledge Base Article - Public