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: Getting Started with an Integration Competency Center (ICC)
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 > Best Practices > Getting Started with an Integration Competency Center (ICC)
Best PracticesBusiness IntelligenceCulture/LeadershipInside CompaniesPolicy and Governance

Getting Started with an Integration Competency Center (ICC)

RickSherman
RickSherman
3 Min Read
Getting Started with an Integration Competency Center (ICC)
Photo by Diva Plavalaguna on Pexels (https://www.pexels.com/photo/men-in-agreement-during-a-meeting-6147028/)
SHARE

In the last several posts we discussed how critical data governance programs are to the success of EDW, MDM, CDI and really any enterprise-wide integration initiatives. The corollary to data governance is an Integration Competency Center (ICC). Both involve people, processes, procedures and a lot of politics. Data governance establishes the business processes for data ownership and stewardship for an enterprise. The ICC is what implements these processes from an architecture and technology perspective.

Let’s step back and look at how IT projects, especially those with significant integration components, are generally implemented in companies today.

First, IT systems are most often built on a project-by-project basis. These projects are tactical and stand-alone. Each project starts with a clean slate: selecting integration software; acquiring skilled resources; getting training; establishing processes, procedures and standards; developing the integration application; and finally deploying it. Often, this is the first time that the team is using the integration technology, so a lot of time is spent learning the product, rather than expertly leveraging the integration technology.  (That only happens when the team has broad and deep integration knowledge and experience.)

Second, there is a historical divide with DW or BI systems and operational systems and applications, such as ERP, CRM and SCM. This divide typically involves budget, organization, projects, products and perspective. 

More Read

Why Big Data Needs A Robust Off-Site Data Backup Method
The Federal Government Should Fund More Data Pilot Projects
Digi-lution: How Online Data Can Indicate Civil Unrest
3 Ways to Adapt to the Shift Toward Online Privacy (Ethically, Nonetheless)
Marketing Planning Improves Performance

Third, various integration technologies, such as ETL, EAI and EII are viewed as separate, competing integration technologies. Each technology is used for a separate project, and each project team feels that it alone has the answer to the company’s integration problems.

Finally, business groups have a tendency to fund and implement applications for their own needs.  (This is not surprising.) This further reinforces IT projects being organized in a silo and tactical manner.

What’s the result of all this? This bottom-up approach to integration initiatives means projects are continuing to re-invent the wheel by learning integration technologies rather than leveraging expertise in integration, gained through re-use.  It’s time to “see the forest from the trees” and establish a top-down approach to integration initiatives. Business groups are organized by function, e.g. finance and sales, shouldn’t IT think broader than their project focus? Why should each project re-invent the wheel?

If you want to implement data governance then it’s time to implement an ICC. The best way to ensure cost-effective and productive enterprise-wide integration is to implement the complementary processes of data governance and ICC.

TAGGED:Integration Competency Center
Share This Article
Facebook Pinterest LinkedIn
Share

Follow us on Facebook

Latest News

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
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

Stay Connected

1.2KFollowersLike
33.7KFollowersFollow
222FollowersPin

You Might also Like

Business or Technology: Who's the Boss?
Business Intelligence

Business or Technology: Who’s the Boss?

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.

Chatbots and SEO: How Can Chatbots Improve Your SEO Ranking?
Artificial Intelligence Chatbots Exclusive
Artificial Intelligence for eCommerce: A Closer Look
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?