Transition Data Quality Scope Agent
Select the most relevant data quality KPIs for evaluation.
Overview
This agent within the Data Management Assistant intelligently determines which data quality key performance indicators (KPIs) should be executed in a given run. Instead of relying on manual KPI selection, it analyses available KPI metadata, such as inconsistency levels, trends, execution history, and system constraints, to propose an optimised KPI scope. The agent ensures that only the most relevant KPIs are selected, maximising analytical insight while minimising runtime and system impact. Each selected KPI is enriched with contextual information including business impact, detected issues, and proposed resolutions, enabling a clear understanding of data quality risks. By automating scope definition, the agent reduces manual effort, enhances decision quality, and establishes a consistent, scalable foundation for continuous data quality improvement.
Benefits
- Reduce manual effort, enhance decision quality, and establish a consistent, scalable foundation for continuous data quality improvement by automating scope definition
- Help ensure that only the most relevant KPIs are selected, maximizing analytical insight while minimizing runtime and system impact
Business Value
- 35% reduction in time to define assessment scope
Details
Solution type
AI Agent
Compatibility
Works with
SAP Cloud ALM
