MIGRATION AND MODERNIZATION
Data Management Assistant
Automate data quality monitoring and correction to help ensure reduced-risk system transitions and ongoing operational excellence.
default
Overview
The Data Management Assistant coordinates specialized AI agents to analyze data quality, relevancy, retention, prioritization, validation, and remediation activities. It guides and automates data management decisions and actions across the transformation lifecycle, delivering continuous insights, governance, and scalable execution.
Tasks this assistant can help with:
- Selecting quality KPIs to evaluate data consistency, completeness, and errors
- Generating actionable insights by detecting trends and severity of data quality issues
- Prioritizing data quality corrections
Example use cases for this assistant:
- System data preparation for migration to SAP Cloud ERP with reduced manual effort
- Continuous data quality governance before and during cloud transformations
- Data retention optimization to reduce data volume and migrate only high-value, high-impact data
Benefits
Verify corrections before deployment
Reduce the risk of errors by validating corrections in sandbox environments before production deployment.
Maintain continuous governance
Maintain data quality and proactively detect trends, regressions, and emerging issues through ongoing monitoring.
Make actionable decisions
Enable teams to prioritize crucial issues by turning raw findings into recommendations with expected outcomes.
Agents used by this assistant
Use the Data Management Assistant to coordinate specialized AI agents, including Joule Agents that apply SAP’s process expertise or custom agents you create.
Transition Data Quality Scope Agent
Selects relevant data quality KPIs to evaluate data completeness, consistency, and anomalies.
Transition Data Quality Evaluation Agent
Analyzes execution results to detect trends and severity, turning findings into actionable insights.
Transition Data Quality Prioritization Agent
Ranks corrections based on business impact, quick wins, effort, and dependencies.
Transition Data Quality Validation Agent
Verifies proposed fixes are correct, feasible, and compliant before production deployment.
Transition Data Quality Automated Resolution Agent
Executes approved corrections automatically to reduce manual effort and speed recovery.
Transition Relevancy and Retention Agent
Highlights KPIs that help clarify which data to keep, migrate, or exclude, optimizing storage and governance.
Data Management Orchestration Agent
Orchestrates data management agents and serves as the primary interface for customer requests.
Explore more migration and modernization assistants
default
ALM Project Management Assistant
Steer cloud migration projects with SAP-guided recommendations, role-specific insights, and coordinated next actions.
default
Custom Code Assistant
Classify, remediate, and modernize custom code to accelerate clean core adoption.
Move your RISE with SAP journey forward
Request a demo
Learn more and get a closer look at how intelligent systems can carry out work across your enterprise.
manual
link-target-same
secondary
Explore RISE with SAP
Transform your on-premises ERP to the cloud so it can power AI assistants to drive positive business outcomes.
manual
link-target-same
secondary