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: Two Titanic Data Governance Mistakes
Share
Notification
Font ResizerAa
SmartData CollectiveSmartData Collective
Font ResizerAa
Search
  • About
  • Help
  • Privacy
Follow US
© 2008-23 SmartData Collective. All Rights Reserved.
SmartData Collective > Data Management > Culture/Leadership > Two Titanic Data Governance Mistakes
Business IntelligenceCulture/LeadershipData MiningData Warehousing

Two Titanic Data Governance Mistakes

RickSherman
RickSherman
5 Min Read
Two Titanic Data Governance Mistakes
Photo by Kampus Production on Pexels (https://www.pexels.com/photo/man-holding-a-document-8353816/)
SHARE

In the post Getting Down To Business with People and Policies. I discussed the fact that people and policies need to be on the front burner when you initiate a Master Data Management (MDM) or Customer Data Integration (CDI) program.  

Data governance (which is needed along with an integration competency center (ICC)) often doesn’t get the commitment it should. I noted that there are two bullets in white papers and marketing PowerPoint slides that are oversimplified — Executive sponsorship and Business and IT involvement.

Oversimplifying these two areas is a mistake. A big one. I’ll go into more depth below.

Executive Sponsorship

More Read

Sentiment Analysis Symposium call for speakers, and free videos from New York
Big Data = Big Money: The ROI of Business Intelligence
Boost Your Digital Marketing with Business Intelligence
Conversica Alternatives: AI Assistants for Marketing Teams
6 Top-notch AI Tools to Enhance Content Creation in Digital Marketing

Executive sponsorship is usually interpreted to mean business executives provide funding to establish a program or buy products.

Although funding is an element of sponsorship, simply writing a check and then waiting for results is not enough. Business executives’ sponsorship needs to include organizational commitment from the executive level to the business people “in the trenches,” devoting some of their time not just to kick-off a data governance program but also to keep it going on a daily basis.

Business executives, from corporate and line-of-business groups, need to be involved in establishing the mindset that data is a corporate asset and needs to be managed just as carefully as any other valuable asset that the enterprise owns. Executives need to commit resources and time from people at all levels of the enterprise to define and manage data.

Two mistakes that often happen:

  • The task of data governance is simply added to an already overworked employee list of things to do.
  • When analysis is needed, executives’ sense of urgency drive folks to get the data at all costs regardless of data governance issues.

A breakdown in commitment causes data governance to lose credibility. It is often seen as just another fad that executives will forget when the next crisis arises. What is really needed is a commitment to have data governance be a part of everyone’s performance criteria, i.e. a measurable part of their jobs. This commitment extends all the way from the executives to the people in the data trenches.

Business and IT Involvement

Business and IT involvement is usually interpreted as IT driving the data governance process with business people called into meetings to define data.

Although IT generally kick-starts the data governance process and often does the “heavy lifting” in the program through implementation within the data integration and business intelligence solutions, the business truly has to embrace and eventually drive the data governance process.

Besides, not always having the business truly engaged means that often the business involvement is not at the right level. I refer to the solution to this quandary with my clients as the Goldilocks syndrome: “Not too hot, not too cold, but just right.”

Too often, one of two extremes happens:

  • Either executives are involved in steering committees, but aren’t communicating with the business people in the data trenches working hands-on to implement, or
  • The hands-on work is happening, but executives are not committed or are unaware of the work that is necessary to implement.

In the former case, a lot of proclamations are made but nothing gets implemented because there is no commitment to get it done. In the latter case, bottoms-up data governance starts to happen, but eventually the people doing the work are overwhelmed by the tasks and give up in frustration since their management does not share the drive to get it done.

In order to succeed, an enterprise needs to have a business-driven commitment involving time, resources and funding from the executive level down to the people in the data trenches. This commitment is needed to kick-off the data governance effort and to sustain this effort on an ongoing basis. Data governance needs to be become a portion of peoples’ job performance criteria if it is going to succeed in the long-run.  

What have your company’s experiences been with data governance?

TAGGED:data governance
Share This Article
Facebook Pinterest LinkedIn
Share

Follow us on Facebook

Latest News

Best VMware Alternatives in Thailand for Private Cloud and HCI Deployments -- AI-generated illustration
Best VMware Alternatives in Thailand for Private Cloud and HCI Deployments
Cloud Computing Exclusive IT
Using Safety Metrics and Incident Data to Reduce Construction Risk and Insurance Costs -- AI-generated illustration
Using Safety Metrics and Incident Data to Reduce Construction Risk and Insurance Costs
Big Data Exclusive
How Business Intelligence Can Help Small Businesses Build Better Decision Rules -- AI-generated illustration
How Business Intelligence Can Help Small Businesses Build Better Decision Rules
Business Intelligence Business Rules Exclusive
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

Stay Connected

1.2KFollowersLike
33.7KFollowersFollow
222FollowersPin

You Might also Like

Building a Reliable Data Governance Foundation for Digital Expansion -- AI-generated illustration
Business RulesExclusiveInfographic

Building a Reliable Data Governance Foundation for Digital Expansion

6 Min Read
Data, data everywhere, but where is data quality?
Uncategorized

Data, data everywhere, but where is data quality?

9 Min Read

The Data Governance Insider – Year in Review

3 Min Read
Top 9 ways to maintain a healthy BI environment
Business Intelligence

Top 9 ways to maintain a healthy BI environment

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

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?