Cookies help us display personalized product recommendations and ensure you have great shopping experience.

By using this site, you agree to the Privacy Policy and Terms of Use.
Accept
SmartData CollectiveSmartData Collective
  • Analytics
    AnalyticsShow More
    data analytics
    How Data Analytics Can Help You Construct A Financial Weather Map
    4 Min Read
    financial analytics
    Financial Analytics Shows The Hidden Cost Of Not Switching Systems
    4 Min Read
    warehouse accidents
    Data Analytics and the Future of Warehouse Safety
    10 Min Read
    stock investing and data analytics
    How Data Analytics Supports Smarter Stock Trading Strategies
    4 Min Read
    predictive analytics risk management
    How Predictive Analytics Is Redefining Risk Management Across Industries
    7 Min Read
  • Big Data
  • BI
  • Exclusive
  • IT
  • Marketing
  • Software
Search
© 2008-25 SmartData Collective. All Rights Reserved.
Reading: Data Governance Capabilities
Share
Notification
Font ResizerAa
SmartData CollectiveSmartData Collective
Font ResizerAa
Search
  • About
  • Help
  • Privacy
Follow US
© 2008-23 SmartData Collective. All Rights Reserved.
SmartData Collective > Analytics > Data Governance Capabilities
AnalyticsBusiness Intelligence

Data Governance Capabilities

GwenThomas
GwenThomas
4 Min Read
SHARE

Been following (and finally participating in) an interesting, thoughtful, thought-provoking online discussion about the similarities / differences of BA and BI. (Business Analytics and Business Intelligence.) About a dozen comments that can be summarized as “a rose by any other name” and many many more that describe one as a subset of the other.

After I finally posted a comment, I realized it could also be applied to the burgeoning field of “Data Governance Software,” which seems to fall into three categories:

Been following (and finally participating in) an interesting, thoughtful, thought-provoking online discussion about the similarities / differences of BA and BI. (Business Analytics and Business Intelligence.) About a dozen comments that can be summarized as “a rose by any other name” and many many more that describe one as a subset of the other.

More Read

Rethinking Big Data’s Usability
Innovation Jam ’08 Report
Union Pacific Railroad Turned to the Industrial Internet to Stay on Track
How MapR’s M7 Platform Improves NoSQL and Hadoop
Planning for the turned-around economy? Cloud Computing and SaaS can help.

After I finally posted a comment, I realized it could also be applied to the burgeoning field of “Data Governance Software,” which seems to fall into three categories:

1)  Data Governance workspace
2) Software that embeds “little g governance” controls into Data Quality, MDM architectures, data flows, etc. to enforce and monitor adherence to “little p” data policies
3) Software that helps executives and others have visibility into “Big G Governance” policies, prioritizations, and rules of engagement. 

Now, I know what a Data Governance Workspace looks like. (See www.stakeholdercare.com. This new company licensed the DGI Data Governance  Framework and some of our guidance to create a teamspace specifically for running a data governance program, chronicling the benefits realized by it, running communications, and managing issue flows. I think it’s cool, but of course I would.

And I know what “little g governance” activities look like (and how important they are!), and we can all recognize these in many – if not all – of the software that is now selling itself as “Data Governance Software.”

I’m not sure the Data Governance Institute or the vendors or practitioners have done as good a job as we could have in defining how software helps with an organization’s policy & priorities layer – the “Big G Governance” layer (or, for that matter, the think alignment layer that sits between it and the deep “little g” controls layer). 

And so, as one of my favorite TV characters Barney Stinson would exclaim: “Challenge accepted!” I am going to put thought into mapping what various stakeholders in these layers need, and what capabilities we should all be looking at in these layers. Tool vendors, I challenge you, too. Can we all  start enunciating core capabilities and map them to potential business impacts?

After all, your experiences are probably close to mine… the execs I know who need to sign off on hardware/software/consulting/resource budgets aren’t very interested in dictionary definitions of what Data Governance and Data Quality and MDM are. They want to know what they CAN get out of a capability, what is actually FEASIBLE to get out of it, and what they’re LIKELY to get out of it, considering their environment and constraints.

I would love to see clear,  understandable, applicable, brief Q&As for the capabilities/tools out there marketing themselves in the DG space. Wouldn’t you?

Share This Article
Facebook Pinterest LinkedIn
Share

Follow us on Facebook

Latest News

Edge Computing in IoT
Unique Capabilities of Edge Computing in IoT
Exclusive Internet of Things
Turning Geographic Data Into Competitive Advantage
The Rise of Location Intelligence: Turning Geographic Data Into Competitive Advantage
Big Data Exclusive
AI Recruitment Software Solution
The Best AI Recruitment Software Solution: Transforming Hiring with Smarter Tech
Artificial Intelligence Exclusive
real estate data
How Big Data Is Changes How We Buy and Sell Real Estate
Big Data Exclusive

Stay Connected

1.2KFollowersLike
33.7KFollowersFollow
222FollowersPin

You Might also Like

The Urgent Crowds Out the Important

7 Min Read

Friends Don’t Let Friends Overpay for BI

5 Min Read

Why Big Data Mining / Analytics is the New Gold Rush

3 Min Read

Business Intelligence and The Heisenberg Principle

3 Min Read

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

data-driven web design
5 Great Tips for Using Data Analytics for Website UX
Big Data
ai is improving the safety of cars
From Bolts to Bots: How AI Is Fortifying the Automotive Industry
Artificial Intelligence

Quick Link

  • About
  • Contact
  • Privacy
Follow US
© 2008-25 SmartData Collective. All Rights Reserved.
Welcome Back!

Sign in to your account

Username or Email Address
Password

Lost your password?