As a business leader reliant on data for crucial processes or a data professional tasked with delivering key business initiatives, encountering poor-quality data creates significant obstacles in achieving your goals. The five common data quality issues include duplicate, unstructured, hidden, inaccurate, and inconsistent data. If you’re not employing Master Data Management (MDM) as a business strategy, the reality is that you are likely experiencing challenges with data inconsistency, operational inefficiencies, and decision-making difficulties.
Master Data Management is a complex practice that raises many questions: What is its functional role in business processes? What are the benefits of MDM? And what solutions are available to support my MDM goals?
Let’s unpack the answers to these critical questions and uncover solutions that provide a consistent, accurate view of your data.
What is Master Data Management?
According to SAP’s definition, Master Data Management (MDM) involves establishing and maintaining a single, master record for every entity (such as people, places, and items) within a business. This process aims to ensure that there is a trustworthy and consistent view of critical data that can be shared across the entire business. This shared data serves as a foundation for improved reporting and decision-making processes.
What is the difference between Master Data Management and Data Governance?
Data governance ensures that everything related to data mitigates risk and follows established rules, defining how people work, the rules they adhere to, and the policies in place to create structure and effectively manage data across the entire organisation. This can be thought of as the architectural plan for your data house.
On the other hand, Master Data Management focuses on the hands-on, day-to-day handling and organisation of master data, involving the practical work of safeguarding and optimising this data. It can be thought of as the bricks and mortar that bring your data house to life.
While these practices work in tandem, they are not interchangeable. Data Management without Governance can become challenging as an organisation grows. Similarly, Data Governance without effective Data Management can mean having a plan without proper execution. Nurturing both elements empower organisations to thrive and adapt in a data-rich environment.
The Data Problem
Effective Master Data Management is essential for maximizing its value to the business.
As companies grow larger, they accumulate more data, requiring more people to handle and ensure its accuracy. However, with this increased data volume and human involvement comes a higher risk of encountering master data inconsistencies. The lack of data accuracy and cohesion can hinder business operations.
This can translate negatively into:
- Inaccurate reporting
- Critical decisions based on unreliable data
- Process inefficiencies
- Increased operational costs
- Missed business opportunities
How Can MDM Improve Business Processes?
By consolidating all data into an integrated, holistic single view across multiple systems you can streamline the flow of information into a single source of truth. Essentially, a centralised database offers accurate, thorough, dependable, and current information stored in one location, accessible whenever needed.
Here are some of the tangible benefits:
- Improved data quality – removing redundant information, incomplete data sets, and errors caused by data discrepancies.
- More efficient business processes – enhanced data quality and consistency result in fewer errors that inevitably speed up processes and improve service delivery.
- Greater transparency – organisations can have greater visibility and control over how information is collected, stored and shared.
- Reduced cost – by reducing data errors, improving operational efficiency, and minimising compliance risks, quality master data can help lower operational costs and improve overall profitability.
- Improved decision making – a more accurate, centrally-located view of master data drives improved decision-making and allows you to adjust to market trends more flexibly.
Let’s Explore Master Data Management Solutions
Think of Master Data Management (MDM) as the goal post or destination your business aims to reach, with various solutions available to help get you there. One such solution is SAP Master Data Governance (MDG), another option is SimpleData Management, GlueData’s in-house MDM tool. Both solutions act as purpose-built vehicles, guiding you towards successfully achieving your MDM goals.
SimpleData Management (SDM) is a Master Data Management tool that’s embedded within SAP. It works to rapidly identify and solve data challenges, proactively setting up structures to prevent them from reoccurring. SDM offers built-in data governance and management that’s simple and affordable, driving a culture of high-quality data within your organisation.
At GlueData, another way we help customers reach their MDM goals is through delivering SAP MDG as a Master Data Management solution.
How does SAP MDG aid your MDM journey?
“SAP MDG reliably supports you in keeping your master data consistent, even when your system landscape is complex and distributed across various locations. It enables you to adjust your master data quickly to reflect changes and respond flexibly to new requirements in a structured, work-flowed, and transparent manner. It also enables you to track changes made to master data.” – Brett Schreuder CEO of GlueData
Understanding the benefits:
- SAP MDG facilitates governed creation and modification of master data with integrated workflows, ensuring transparency and control over data changes.
- It enables loading, standardization, and de-duplication of master data from diverse sources, enhancing data quality and consistency.
- With SAP MDG consolidation, enterprises gain a unified understanding of master data, supported by key- and value-mapping for consistency across systems.
- SAP MDG Central Governance provides centralised ownership of master data, automating governance to ensure adherence to business rules and processes.
- Point of Entry Validation in SAP MDG integrates data governance into business processes, enhancing productivity by performing checks before record creation.
- Personalised, role-based data access ensures security policies are enforced, even on mobile devices.
- Replication and syndication capabilities in SAP MDG automate the distribution of validated master data across systems, eliminating manual maintenance efforts.
- SAP MDG’s monitoring and analysis tools enable defining service-level agreement metrics, monitoring processes, and facilitating root cause analysis for continuous improvement.
Within an MDM-centric business practice, MDG enables high quality master data running through your SAP system.
Investing in Master Data Management not only fosters a data-centric culture in your organisation; it also guarantees the maintenance of data quality throughout its entire lifecycle, empowering your business to place full trust in its master data.
At GlueData, we are fluent in the language of data, enabling us to seamlessly bridge the gap between technical complexities and business needs, delivering customised solutions tailored for various SAP environments. Our MDM experts are dedicated to ensuring the integrity and reliability of your Master Data, empowering your business to seamlessly reach its master data management goals.
Allow our team of MDM experts to assist you in mastering your data!
