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MASTER DATA QUALITY QUICKCHECK

Clean master data. The basis for reliable results.

Duplicates and inconsistent master data cost time, money and trust.
They often remain unnoticed for years, until data-driven initiatives, reporting or automation are affected.

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Why many companies underestimate their master data

Master data grows over time and changes continuously. Problems often remain invisible for a long time – until processes, reporting or decision-making are directly impacted.

When operational processes are increasingly slowed down

  • Duplicate customer and material master records
  • Incomplete or outdated attributes
  • High manual maintenance effort
  • Contradictory reports and evaluations

When systems are stable, but the data is not

  • Historically grown master data structures
  • Missing objective quality metrics
  • Isolated clean-up activities without prioritization
  • Increasing requirements driven by S/4HANA, automation and data-driven initiatives

When decisions are based on assumptions rather than facts

  • Risks remain hidden
  • Investments are made without a reliable data basis
  • Governance is discussed but not operationalized
  • Data quality is known, but not measurable

Data quality is known, but not measurable

Master data is often corrected once problems become visible. Individual clean-up activities reduce effort in the short term, but do not create sustainable impact. Without transparency and prioritization, data quality remains a matter of assumption.

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From quick check to sustainable data quality

The Master Data Quality Quickcheck

The Master Data Quality Quickcheck analyzes the quality of business partner and material master data with regard to duplicates, completeness, timeliness and business relevance.

Why AKQUINET?

  • Combined SAP, MDG and governance expertise
  • Fixed price: €7,900
  • Seamlessly extendable towards sustainable “stay clean” processes
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What is analyzed in detail

  • Algorithm-based duplicate detection
  • Weighted similarity analysis
  • Assessment of completeness and timeliness
  • Classification based on business relevance

What changes after the quick check

Data quality analysis to create transparent decision-making foundations

Less rework and more stable processes

  • Reduced manual corrections
  • Improved data consistency
  • More reliable downstream processes
Technical review of master data within an IT system landscape

Reliable decision-making instead of uncertainty

  • Transparent assessment of data quality
  • Objective basis for prioritization
  • Reduced operational and reporting risks
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Clean foundation for automation, AI and governance

  • Improved data readiness for automation initiatives
  • Reliable foundation for governance structures
  • Sustainable use of master data as a business asset

The quick check process

Kick-off & scope alignment

Joint definition of objectives, scope and relevant data objects.



Analysis phase

Technical review, quality assessment and relevance classification of master data.

Results preparation

Condensed results with clear prioritization, no unstructured data lists.

Results workshop

Discussion of findings, classification and recommendation of next steps.

Frequently asked questions

How do we know if we have a duplicate issue?

Duplicate issues typically become visible through manual effort, inconsistent reports or unclear responsibilities. The quick check provides objective clarity.

How long does the quick check take?

Once the scope has been clarified and data access has been provided, the analysis usually takes around seven working days.

Do all duplicates need to be resolved immediately?

No. Results are prioritized based on business relevance to support informed decisions.

Can we continue after the quick check?

Yes. The quick check is designed as an entry point and can be extended step by step.

What is the entry price?

The Master Data Quality Quickcheck is available at a fixed price of €9,000. There is an optional extension to:

  • Data Cleansing – One Time: This means that data is cleaned, consolidated, merged, and harmonized.
  • Data Cleansing – Sustainable (Stay Clean): With integration into governance processes, optimization and assignment of roles, workflows, validations, and automated detection of duplicates.

Your contact person

AKQUINET contact person - Christian Wagner - Managing Director

Christian Wagner

Managing Director

Consultant SAP | Services and Automation

Very easy to reach

We look forward to hearing from you!

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