How to Measure the ROI of Master Data Management

Nils Pedersen | January 11, 2022 | 2 minute read

See how you can turn trusted data into a competitive advantage

Get in touch

How to Measure the ROI of Master Data Management

Master Data Management Blog by Stibo Systems logo
| 2 minute read
January 11 2022
How to Measure the ROI of Master Data Management ➤
4:26

Communicating the value of master data management to executive leadership can be a challenge. Here are four simple steps to get started.

The return on investment (ROI) of master data management is a topic that keeps captivating people – especially those considering investing in master data management. And with good reason. As with all major expenditures, people want to know what the outcome will be before they commit to it. It’s basic business logic.

Unfortunately, the answer isn’t always straightforward, since it isn’t necessarily easy to quantify the value of high-quality data and smoother data-driven business processes.

With this in mind, here are a few helpful steps to help you determine the ROI of a master data management implementation.

how to measure the roi of master data management

 

 

Four steps to determine the ROI of a master data management implementation:

 

Step 1: Define the scope

To measure anything, you need to know what to measure. Which source of pain do you expect master data management to address? What divisions, domains, locations, systems, processes etc. will the solution affect? Knowing the exact scope of your needs and where the solution is likely to have an impact is essential to define expected benefits and returns, as well as see and measure improvement once it goes into effect.

 

Step 2: Identify tangible benefits and do the math

Master data management is foundational for successful digital transformations and the ROI of master data management supporting such initiatives may be several orders of magnitude. However, it can be challenging to quantify these types of returns. And while it’s great that the benefits of a larger implementations are many and spread widely across business units, it complicates the process of measuring ROI (quantify your Data Management ROI. Access a personalized report with the ROI Calculator).

In order to monetize master data management and identify tangible metrics, talk to people likely to feel its effect directly; e.g., IT, finance, marketing, logistics/supply chain and product management, to mention a few.

Be sure to get to know their challenges and how they would be able to perform better if these problems were solved. Some of the answers will be data related; others may be more operational or process driven by nature. All of them will help you make your case.

Next, work closely with finance to do the math. What would it actually mean if these pains were to decrease or disappear? What would the impact be if the time it takes to onboard new products was cut from two months to two weeks? This will help you sell master data management to the business and give you tangible metrics to measure before, during and after implementation.

 

 

 

Step 3: Establish the total costs

Measuring the “R” in the ROI of anything requires you first and foremost establish the “I” – the investment. In this case, the total cost of your master data management solution, including licensing, hardware, implementation and user training. As well as operational costs related to data governance and maintenance, along with other variables such as change management.

You should also consider the cost of potential delays; i.e. what happens to the business if you do not begin using master data management according to the implementation schedule? Or if competitors bring new products to market before you because poor data processes are slowing you down. How  would that impact your market share?

 

Step 4: Be patient and persistent

As with most larger projects, master data management typically doesn’t become an instant success on day one. It can take a few quarters before effects are palpable. An important aspect of master data management is change management. A lot of people will need to start seeing positive returns and understand the gains to fully commit to it. Ultimately, those who show patience and persistence will succeed and be rewarded with the positive business outcomes that master data management generally helps create.

Of course, every company’s investment and return on master data management will be unique, given every company is unique. The important thing is to work with partners that understand this, with experience and solutions geared to organizations in your industry who have faced similar challenges.


Topics: 
Master Data Management Blog by Stibo Systems logo

Always having a love for technology and what it can do for global enterprises and individuals, Nils Pedersen continues successful program deliveries in Manufacturing, Distribution, Retail, and Automotive Aftermarket. As VP of Product Strategy at Stibo Systems, Nils Pedersen is passionate about making it easier for clients to manage enterprise intelligence on a global scale, improve sales, and quickly adjust to changes in business requirements.

Discover Blogs by Topic

  • MDM strategy
  • Data governance
  • Customer and party data
  • See more
  • Retail and distribution
  • Data quality
  • AI and machine learning
  • Manufacturing
  • Product data and PIM
  • Supplier data
  • Financial services
  • CPG
  • Sustainability
  • GDPR
  • Customer Experience
  • Location data
  • Product Experience Data Cloud
  • Customer Story
  • PDX Syndication
  • Auto Classification
  • Business Partner Data Cloud
  • Cloud
  • Compliance
  • Data Cleanup
  • Data-Driven Decision Making
  • Employee Data
  • Enterprise Data Strategy
  • Location Data Cloud
  • Microsoft Azure
  • Product
  • Product Onboarding
  • Supplier Data Cloud
  • Sustainability Data

Trust the Machine: Making AI Automation Reliable in Master Data Management

4/4/25

How Agentic Workflows Are Changing Master Data Management at the Core

4/2/25

MDM and AI: Real-World Use Cases and Learnings From OfficeMax and Motion Industries

3/7/25

Reyes Holdings' MDM Journey to Better Data

2/27/25

AI Adoption: A High-Stakes Gamble for Business Leaders

1/28/25

How Kramp Optimizes Internal Efficiency with Data Strategy

1/27/25

From Patchwork to Precision: Moving Beyond Outdated and Layered ERP Systems

1/27/25

Thriving Beyond NRF 2025 with Trustworthy Product Data

1/24/25

Building the Future of Construction with AI and MDM

1/23/25

Why Addressing Data Complexity in Pharmaceutical Manufacturing Is Critical

1/17/25

How URBN Leverages Data Management to Support Its Sustainability Information  

1/17/25

How to Avoid Bad Retail Customer Data

1/6/25

Gen Z: Seeking Excitement Beyond Amazon

12/11/24

A Modern Guide to Data Quality Monitoring: Best Practices

12/10/24

CDP and MDM: Complementary Forces for Enhancing Customer Experiences

12/10/24

Using Machine Learning and MDM CBAM for Sustainability Compliance

12/3/24

How to Implement Master Data Management: Steps and Challenges

11/26/24

AAPEX and SEMA: The Automotive Aftermarket Industry’s Mega-Showcase

11/25/24

5 Key Trends in Product Experience Management

11/20/24

Solving Retail Data Fragmentation: The Key to Consistent Customer Journeys

11/11/24

Live Shopping: How to Leverage Product Information for Maximum Impact

10/22/24

Why Data Accuracy Matters for CPG Brands

10/16/24

Why Choose a Cloud-Based Data Solution: On-Premise vs. Cloud

10/15/24

How to Use Customer Data Modeling

10/10/24

How Master Data Management Can Enhance Your ERP Solution

9/23/24

Navigating Change: Engaging Business Users in Successful Change Management

9/20/24

What is Digital Asset Management?

9/11/24

How to Improve Your Data Management

9/3/24

The Future of Master Data Management: Trends in 2025

9/1/24

Digital Transformation in the CPG Industry

8/30/24

5 CPG Industry Trends and Opportunities for 2025

8/29/24

What is the difference between CPG and FMCG?

8/27/24

Responsible AI Relies on Data Governance

8/27/24

Making Master Data Accessible: What is Data as a Service (DaaS)?

8/19/24

6 Features of an Effective Master Data Management Solution

8/15/24

Great Data Minds: The Unsung Heros Behind Effective Data Management

8/13/24

A Data Monetization Strategy - Get More Value from Your Master Data

8/6/24

Introducing the Master Data Management Maturity Model

8/4/24

What is Augmented Data Management? (ADM)

7/31/24

Data Migration to SAP S/4HANA ERP: The Fast and Safe Approach with MDM

7/30/24

GDPR Data Governance and Data Protection, a Match Made in Heaven?

7/17/24

The 5 Biggest Retail Trends in 2025

6/10/24

The Difference Between Master Data and Metadata

5/26/24

Master Data Management Roles and Responsibilities

5/20/24

8 Best Practices for Customer Master Data Management

5/16/24

What Is Master Data Governance – And Why Do You Need It?

5/12/24

Guide: Deliver flawless rich content experiences with master data governance

4/11/24

Risks of Using LLMs in Your Business – What Does OWASP Have to Say?

4/10/24

Guide: How to comply with industry standards using master data governance

4/9/24

Digital Product Passports - A Data Management Challenge

4/8/24

Guide: Get enterprise data enrichment right with master data governance

4/2/24

Guide: Getting enterprise data modelling right with master data governance

4/2/24

Guide: Improving your data quality with master data governance

4/2/24

5 Tips for Driving a Centralized Data Management Strategy

3/18/24

What is Application Data Management and How Does It Differ From MDM?

3/18/24

5 Key Manufacturing Challenges in 2025

2/20/24

How to Enable a Single Source of Truth with Master Data Management

2/20/24

What is Data Quality and Why It's Important

2/12/24

Data Governance Trends 2025

2/7/24

What is Data Compliance? An Introductory Guide

2/6/24

How to Build a Master Data Management Strategy

1/18/24

The Best Data Governance Tools You Need to Know About

1/16/24

How to Choose the Right Master Data Management Solution

1/15/24

Building Supply Chain Resilience: Strategies & Examples

12/19/23

Shedding Light on Climate Accountability and Traceability in Retail

11/29/23

What is Party Data? All You Need to Know About Party Data Management

11/20/23

Location Analytics – All You Need to Know

11/13/23

Understanding the Role of a Chief Data Officer

10/16/23

What is Smart Manufacturing and Why Does it Matter?

10/11/23

5 Common Reasons Why Manufacturers Fail at Digital Transformation

10/5/23

How to Digitally Transform a Restaurant Chain

9/29/23

Three Benefits of Moving to Headless Commerce and the Role of a Modern PIM

9/14/23

12 Steps to a Successful Omnichannel and Unified Commerce

7/6/23

Navigating the Current Challenges of Supply Chain Management

6/28/23

Product Data Management during Mergers and Acquisitions

4/6/23

A Complete Master Data Management Glossary

3/14/23

Asset Data Governance is Central for Asset Management

3/1/23

4 Common Master Data Management Implementation Styles

2/21/23

How to Leverage Internet of Things with Master Data Management

2/14/23

Manufacturing Trends and Insights in 2025

2/14/23

Sustainability in Retail Needs Governed Data

2/13/23

A Quick Guide to Golden Customer Records in Master Data Management

1/9/23

Innovation in Retail

1/4/23

Life Cycle Assessment Scoring for Food Products

11/21/22

Retail of the Future

11/14/22

Omnichannel Strategies for Retail

11/7/22

Hyper-Personalized Customer Experiences Need Multidomain MDM

11/5/22

What is Omnichannel Retailing and What is the Role of Data Management?

10/25/22

Most Common ISO Standards in the Manufacturing Industry

10/18/22

How to Get Started with Master Data Management: 5 Steps to Consider

10/17/22

What is Supply Chain Analytics and Why It's Important

10/12/22

An Introductory Guide: What is Data Intelligence?

10/1/22

Revolutionizing Manufacturing: 5 Must-Have SaaS Systems for Success

9/15/22

An Introductory Guide to Supplier Compliance

9/7/22

Digital Transformation in the Manufacturing Industry

8/25/22

Master Data Management Framework: Get Set for Success

8/17/22

Discover the Value of Your Data: Master Data Management KPIs & Metrics

8/15/22

Supplier Self-Service: Everything You Need to Know

6/15/22

Omnichannel vs. Multichannel: What’s the Difference?

6/14/22

Create a Culture of Data Transparency - Begin with a Solid Foundation

6/10/22

What is Location Intelligence?

5/31/22

Omnichannel Customer Experience: The Ultimate Guide

5/30/22

Omnichannel Commerce: Creating a Seamless Shopping Experience

5/24/22

Top 4 Data Management Trends in the Insurance Industry

5/11/22

What is Supply Chain Visibility and Why It's Important

5/1/22

The Ultimate Guide to Data Transparency

4/21/22

How Manufacturers Can Shift to Product as a Service Offerings

4/20/22

How to Check Your Enterprise Data Foundation

4/16/22

An Introductory Guide to Manufacturing Compliance

4/14/22

Multidomain MDM vs. Multiple Domain MDM

3/31/22

How to Build a Successful Data Governance Strategy

3/23/22

What is Unified Commerce? Key Advantages & Best Practices

3/22/22

How to Choose the Right Data Quality Tool?

3/22/22

What is a Data Domain? Meaning & Examples

3/21/22

6 Best Practices for Data Governance

3/17/22

5 Advantages of a Master Data Management System

3/16/22

A Unified Customer View: What Is It and Why You Need It

3/9/22

Supply Chain Challenges in the CPG Industry

2/24/22

Top 5 Most Common Data Quality Issues

2/14/22

What Is Synthetic Data and Why It Needs Master Data Management

2/10/22

What is Cloud Master Data Management?

2/8/22

How to Implement Data Governance

2/7/22

Build vs. Buy Master Data Management Software

1/28/22

Why is Data Governance Important?

1/27/22

Five Reasons Your Data Governance Initiative Could Fail

1/24/22

How to Turn Your Data Silos Into Zones of Insight

1/21/22

How to Improve Supplier Experience Management

1/16/22

​​How to Improve Supplier Onboarding

1/16/22

What is a Data Quality Framework?

1/11/22

How to Measure the ROI of Master Data Management

1/11/22

What is Manufacturing-as-a-Service (MaaS)?

1/7/22

The Ultimate Guide to Building a Data Governance Framework

1/4/22

Master Data Management Tools - and Why You Need Them

12/20/21

The Dynamic Duo of Data Security and Data Governance

12/20/21

How to Choose the Right Supplier Management Solution

12/20/21

How Data Transparency Enables Sustainable Retailing

12/6/21

What is Supplier Performance Management?

12/1/21

How to Create a Marketing Center of Excellence

11/14/21

The Complete Guide: How to Get a 360° Customer View

11/7/21

How Location Data Adds Value to Master Data Projects

10/29/21

What is Supplier Lifecycle Management?

10/19/21

What is a Data Mesh? A Simple Introduction

10/15/21

10 Signs You Need a Master Data Management Platform

9/2/21

What Vendor Data Is and Why It Matters to Manufacturers

8/31/21

3 Reasons High-Quality Supplier Data Can Benefit Any Organization

8/25/21

4 Trends in the Automotive Industry

8/11/21

What is Reference Data and Reference Data Management?

8/9/21

GDPR as a Catalyst for Effective Data Governance

7/25/21

All You Need to Know About Supplier Information Management

7/21/21

How to Become a Customer-Obsessed Brand

5/12/21

How to Create a Master Data Management Roadmap in Five Steps

4/27/21

What is a Data Catalog? Definition and Benefits

4/13/21

How to Improve the Retail Customer Experience with Data Management

4/8/21

Business Intelligence and Analytics: What's the Difference?

3/25/21

What is a Data Lake? Everything You Need to Know

3/21/21

How to Extract More Value from Your Data

3/17/21

Are you making decisions based on bad HCO/HCP information?

2/24/21

CRM 2.0 – It All Starts With Master Data Management

12/19/20

5 Trends in Telecom that Rely on Transparency of Master Data

12/15/20

10 Data Management Trends in Financial Services

11/19/20

Seasonal Marketing Campaigns: What Is It and Why Is It Important?

11/8/20

What Is a Data Fabric and Why Do You Need It?

10/29/20

Transparent Product Information in Pharmaceutical Manufacturing

10/14/20

How to Improve Back-End Systems Using Master Data Management

9/19/20

How Retailers Can Increase Online Sales in 2025

8/23/20

Master Data Management (MDM) & Big Data

8/14/20

Key Benefits of Knowing Your Customers

8/9/20

Customer Data in Corporate Banking Reveal New Opportunities

7/21/20

How to Analyze Customer Data With Customer Experience Data Cloud

7/21/20

4 Ways Product Information Management (PIM) Improves the Customer Experience

7/18/20

How to Estimate the ROI of Your Customer Data

7/1/20

Women in Master Data: Rebecca Chamberlain, M&S

6/24/20

How to Personalise Insurance Solutions with MDM

6/17/20

How to Get Buy-In for a Master Data Management Solution

5/25/20

Marketing Data Quality: Why Is It Important and How to Get Started

3/26/20

Get More Value From Your CRM With Customer Master Data Management

2/17/20

Women in Master Data: Nagashree Devadas, Stibo Systems

2/4/20

How to Create Direct-to-Consumer (D2C) Success for CPG Brands

1/3/20

Women in Master Data: Anna Schéle, Ahlsell

10/25/19

How to Improve Your Product's Time to Market With PDX Syndication

7/18/19

8 Tips For Pricing Automation In The Aftermarket

6/1/19

How to Drive Innovation With Master Data Management

3/15/19

Discover PDX Syndication to Launch New Products with Speed

2/27/19

How to Benefit from Product Data Management

2/20/19

What is a Product Backlog and How to Avoid It

2/13/19

How to Get Rid of Customer Duplicates

2/7/19

4 Types of IT Systems That Should Be Sunsetted

1/3/19

How to Reduce Time-to-Market with Master Data Management

10/28/18

How to Start Taking Advantage of Your Data

9/12/18

GDPR: The DOs and DON’Ts of Personal Data

6/13/18

How Master Data Management Supports Data Security

6/7/18

Frequently Asked Questions (FAQ) About the GDPR

5/30/18

3 Steps: How to Plan, Execute and Evaluate Any IoT Initiative

2/20/18

How to Benefit From Customer-Centric Data Management

9/7/17

Product Information Management Trends to Consider

5/25/17

4 Major GDPR Challenges and How to Solve Them

5/12/17

How to Prepare for GDPR in Five Steps

2/21/17

How Data Can Help Fight Counterfeit Pharmaceuticals

1/24/17

Create the Best Customer Experience with a Customer Data Platform

1/11/17