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MIGRATION AND MODERNIZATION

Data Management Assistant

Automate data quality monitoring and correction to help ensure reduced-risk system transitions and ongoing operational excellence.

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Overview

The Data Management Assistant consists of specialized AI agents to analyze data quality, review data relevancy and retention, sort prioritization, support validation, and execute remediation activities. It guides and automates data management decisions and actions, delivering continuous insights, governance, and scalable execution.

Tasks this assistant can help with:

Selecting KPIs across multiple domains 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
Reduction of data volume to migrate only high-value, and high-impact data

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Benefits

Unify tasks in a single access point
Provide a single entry point for all data-related tasks, eliminating the need to navigate multiple systems.

Maintain continuous governance
Reduce manual effort and establish a consistent, scalable foundation for continuous data quality improvement.

Make actionable decisions
Transform data quality findings into a focused execution roadmap.

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.

Agent

Description

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 Scope 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.

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MIGRATION AND MODERNIZATION

Data Management Assistant

Overview

Tasks this assistant can help with:

Example use cases for this assistant:

Benefits

Agents used by this assistant

Explore more migration and modernization assistants

ALM Project Management Assistant

Custom Code Assistant

Move your RISE with SAP journey forward

Request a demo

Explore RISE with SAP