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: The Retail Data Nightmare: Coming to a Store Near You!
Share
Notification
Font ResizerAa
SmartData CollectiveSmartData Collective
Font ResizerAa
Search
  • About
  • Help
  • Privacy
Follow US
© 2008-23 SmartData Collective. All Rights Reserved.
SmartData Collective > Business Intelligence > The Retail Data Nightmare: Coming to a Store Near You!
Business Intelligence

The Retail Data Nightmare: Coming to a Store Near You!

DataQualityEdge
DataQualityEdge
5 Min Read
The Retail Data Nightmare: Coming to a Store Near You!
Photo by Christoph on Pixabay (https://pixabay.com/photos/cutter-man-dead-skeleton-bony-171638/)
SHARE

Not too long ago, I visited a retail store to purchase numerous items. Now this is no small local store: it has a large presence, with outlets across Canada and the United States.

You would think they would be in the 21st Century with their data warehouse methodologies and CRM apps, but they aren’t.

What I discovered as the clerk punched in our telephone number was that there where not one, not two, not even three records with the same unique telephone number — but seven records. This is what they had:

More Read

Experts: Location Intelligence unlocks the power of your data
Experts: Location Intelligence unlocks the power of your data
Fooled by proximity?
Situational Intelligence: Not Just Another Fancy Term
4 Industries Shaken By The Artificial Intelligence Revolution
Play terminology by ear when selling to the mid-market

1) One past owner of the phone from over 15 years ago;
2) Three versions of my name;
3) Two versions of my wife’s name; and,
4) One record that was a joint name account.

This is master data at its worse. Being curious I started asking questions! Smart, right! You ask data warehousing, MDM and DQ questions to a sales clerk and see what responses you get, and then you’ll realize just how smart of a move that is!

What I found out was that all my records had the same address content, phone numbers and postal code information, excluding the older record. I told the sales rep they should delete the other records and keep just one; it would be better for their record and data management. The clerk said they cannot delete the duplicate records. So I gave my elevator speech about data quality and uniqueness of the record and that she should, or her manager, contact their IT department and fix those records.

I’m sure she’ll hop right on that request. Deer in headlights…mean anything to you!

Purchase complete. My extended warranty is somewhere under one of those records. The way I see it. In the future if I do call in for service, they may not be able to find my warranty, or they’ll ask me which record it’s under. In either case it will equal one frustrated customer and a new blog all about it. Next time I’ll make sure to mention the store name.

And to sum it all up, I now know why I get six calls a year for carpet cleaning service and another six for air-duct cleaning.

By the way, I never mentioned the other two records at my old address, different phone number!!!

Let’s face it, this is an excellent example of a company operating with a lack of process, and poor, poor governance.

TAGGED:data quality
Share This Article
Facebook Pinterest LinkedIn
Share

Follow us on Facebook

Latest 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
5 Common Mistakes Businesses Make During the Risk Assessment Process -- AI-generated illustration
5 Common Mistakes Businesses Make During the Risk Assessment Process
Business Intelligence Exclusive Risk Management
Protecting Brand Reputation During Digital Expansion -- AI-generated illustration
Protecting Brand Reputation During Digital Expansion
Business Rules Infographic

Stay Connected

1.2KFollowersLike
33.7KFollowersFollow
222FollowersPin

You Might also Like

Open Source is Opening Data to Predictive Analytics
Predictive Analytics

Open Source is Opening Data to Predictive Analytics

7 Min Read
Schrödinger's Data Quality
Uncategorized

Schrödinger’s Data Quality

6 Min Read
DQ is 1/3 Process Knowledge + 1/3 Business Knowledge + 1/3 Intuition
Uncategorized

DQ is 1/3 Process Knowledge + 1/3 Business Knowledge + 1/3 Intuition

5 Min Read
Converting Data into Decisions
AnalyticsBusiness IntelligenceData Quality

Converting Data into Decisions

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.

ai chatbot
The Art of Conversation: Enhancing Chatbots with Advanced AI Prompts
Chatbots
ai chatbot
How AI Website Chatbots Improve Customer Support and Lead Generation
Chatbots Exclusive

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?