We use cookies, including third-party cookies from Google to serve personalized ads through AdSense, to operate this site and understand how it is used. By continuing to browse, you accept this use. See our Privacy Policy and Terms of Use for details, including how to opt out of personalized advertising.
Accept
SmartData CollectiveSmartData Collective
  • Analytics
    AnalyticsShow More
    chatgpt image jul 21, 2026, 04 34 30 pm
    4 Core Benefits of Predictive Maintenance after Vibration Analysis
    10 Min Read
    How Does Data Mining Boost Customer Satisfaction in Logistics? Harnessing Analytics for Results -- AI-generated illustration
    How Does Data Mining Boost Customer Satisfaction in Logistics? Harnessing Analytics for Results
    11 Min Read
    chatgpt image jul 13, 2026, 04 23 45 pm
    How Data Analytics Helps Companies Improve User Engagement
    19 Min Read
    chatgpt image jul 13, 2026, 03 59 46 pm
    How Data Analytics Improves Multi-Location Search Strategies
    10 Min Read
    cybersecurity efforts
    How Behavioral Analytics and AI Are Redefining Cybersecurity for Boca Raton Businesses
    14 Min Read
  • Big Data
  • BI
  • Exclusive
  • IT
  • Marketing
  • Software
Search
© 2008-25 SmartData Collective. All Rights Reserved.
Reading: MDM Streamlines the Supply Chain
Share
Notification
Font ResizerAa
SmartData CollectiveSmartData Collective
Font ResizerAa
Search
  • About
  • Help
  • Privacy
Follow US
© 2008-23 SmartData Collective. All Rights Reserved.
SmartData Collective > Uncategorized > MDM Streamlines the Supply Chain
Uncategorized

MDM Streamlines the Supply Chain

EvanLevy
EvanLevy
6 Min Read
MDM Streamlines the Supply Chain
Illustration generated with FLUX.2 [klein 4B] via Cloudflare Workers AI.
SHARE
Semi_truck

I’ve always been a little jealous of ERP development teams. They operate on the premise that you have to standardize business processes across the enterprise. Every process feeds another process until the work is done. There are no custom processes: if you suddenly modify a business process there are upstream and downstream dependencies. Things could break.

We don’t have that luxury when we build MDM solutions for our clients. This was on my mind this past week when I was teaching my “Change Management for MDM” class in Las Vegas. The fact is that business people constantly add and modify their data. What’s important is that a consistent method exists for capturing and remediating these changes. The whole premise of MDM is that reference data changes all the time. Values are added, changed, and removed.

Let’s take the poster-child-du-jour, Toyota. Toyota has already announced that it will stop manufacturing its FJ Cruiser model in a few years. In the interest of its dealers, repair facilities, and after-market parts retailers, Toyota will need to get out in front of this change. There are catalogs to be modified, inventories to sell off, and cars to move. Likewise MDM environments can deal with data changes in advance. The hub needs to be prepared to respond to and support data changes at the right time.

We work a retailer that is constantly changing its merchandise with fluctuating purchase patterns and seasons. Adding spring merchandise to the inventory means new SKUs, new prices, and changes in product availability. Not every staff member in every store can anticipate all these new changes. Neither can the developers of the myriad operational systems. But with MDM they don’t have to keep up with all the new merchandise. The half-dozen applications that deal with inventory details can leverage the MDM hub as a clearing house of detailed changes, allowing them to be deployed in a scheduled manner according to the business calendar.

More Read

A Wall Apps Pioneer Weighs In On the Topic
A Wall Apps Pioneer Weighs In On the Topic
Expressor pre-announces a data loading benchmark leapfrog
Mining Bitcoins in the Cloud Catches On
Is AI the Biggest Threat to your Job?
Is Wearable Tech Creating a Data Time Bomb?

No more developers having to understand the details of hundreds of product categories and subcategories. No more one-off discussions between stores and suppliers. No more intensive manual work to change suppliers or substitute merchandise. No more updating POS systems with custom code. With MDM it’s all transparent to the applications—and to the people who use them.

Our most successful MDM engagements have confirmed what many of our clients already suspected but could never prove: that there are far more consumers of data than they knew. MDM formalizes the processes to ensure that data changes can scale to escalating volumes. It automates the communication of changes to the business areas and individuals who need to know about those changes, without needing to know each individual change.

With spring, shoppers may be thinking about new Easter outfits, gourmet items, or children’s clothes. But suppliers think about trucking capacity. Store managers can anticipate shelf and floor space requirements. Finance staff can prepare for potential product returns. Distribution center staff can allocate warehouse space. You can’t know everyone who needs the information. But the supply chain can become incredibly flexible and streamlined as a result of MDM.

And—okay, this makes me feel much better—it doesn’t even matter whether you have ERP or not!

Note: Evan will be presenting The Five Levels of MDM (and Data Governance!) Maturity next week at TDWI’s Master Data Quality and Governance Solutions Summit in Savannah, Georgia. The event is sold-out, so if you were lucky enough to get in, please stop by and say hello!

Photo by Rennett Stowe via Flickr (via Creative Commons License)

TAGGED:change managementdata governancemdm
Share This Article
Facebook Pinterest LinkedIn
Share

Follow us on Facebook

Latest News

Stellar Repair for MS SQL Review: Can It Repair SQL Databases? -- AI-generated illustration
Stellar Repair for MS SQL Review: Can It Repair SQL Databases?
Exclusive Software SQL
How Search Engine Indexing Lags Behind Large-Scale Website Domain Migrations -- AI-generated illustration
How Search Engine Indexing Lags Behind Large-Scale Website Domain Migrations
News
How Great Content Moves Through A Marketing Ecosystem -- AI-generated illustration
How Great Content Moves Through A Marketing Ecosystem
Exclusive Infographic Marketing
What Your Brand Misses That Data Reveals -- AI-generated illustration
What Your Brand Misses That Data Reveals
Big Data Exclusive Infographic

Stay Connected

1.2KFollowersLike
33.7KFollowersFollow
222FollowersPin

You Might also Like

Working with Greatness: The Processes Behind the Production
Uncategorized

Working with Greatness: The Processes Behind the Production

7 Min Read
Full-service BI
Business Intelligence

Full-service BI

3 Min Read
Data Governance: How Competent is Your Organization?
Policy and Governance

Data Governance: How Competent is Your Organization?

4 Min Read
The Insanity of Change Management
Uncategorized

The Insanity of Change Management

5 Min Read

SmartData Collective is one of the largest & trusted community covering technical content about Big Data, BI, Cloud, Analytics, Artificial Intelligence, IoT & more.

From Bolts to Bots: How AI Is Fortifying the Automotive Industry
From Bolts to Bots: How AI Is Fortifying the Automotive Industry
Artificial Intelligence
AI chatbots
AI Chatbots Can Help Retailers Convert Live Broadcast Viewers into Sales!
Chatbots

Quick Link

  • About
  • Contact
  • Privacy
Follow US
© 2008-26 SmartData Collective. All Rights Reserved.
Welcome Back!

Sign in to your account

Username or Email Address
Password

Lost your password?