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
    What Kind of Problem-Solving Distinguishes Data Analysts From Software Engineers -- AI-generated illustration
    What Kind of Problem-Solving Distinguishes Data Analysts From Software Engineers
    7 Min Read
    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
  • Big Data
  • BI
  • Exclusive
  • IT
  • Marketing
  • Software
Search
© 2008-25 SmartData Collective. All Rights Reserved.
Reading: Part 4 of “4 Ways to Change Our Approach to BI Development”
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 > Part 4 of “4 Ways to Change Our Approach to BI Development”
Business Intelligence

Part 4 of “4 Ways to Change Our Approach to BI Development”

RickSherman
RickSherman
3 Min Read
Part 4 of "4 Ways to Change Our Approach to BI Development”
Illustration generated with Qwen Image.
SHARE

This is the fourth post in my series on changing our approach to BI development.

Contents
  • IT needs to concentrate on creating an information backbone
  • Conclusion of the series

In order to break the BI backlog, move towards more pervasive BI and increase the BI business ROI, an enterprise needs to make fundamental changes to their BI efforts. These changes are interrelated and necessary for success.

For an enterprise to truly experience a BI breakout, here are four of the things we should do differently:

  1. Business people need to be given BI tools that enable self-service BI  (see previous post on this)
  2. Triage business requests for new BI deliverables such as dashboards, reports, cubes  (see previous post on this)
  3. Establish hybrid BI development methodology (see previous post on this)
  4. IT needs to concentrate on creating an information backbone (explained below)

IT needs to concentrate on creating an information backbone

No matter what the BI request, the right business information needs to be available.  That does not mean that all you need to do is to grant a business person access to a database. Comprehensive, consistent, conformed, clean and current data does not happen without Enterprise Information management (EIM).

More Read

IT: Get the Emphasis on the Right Word (Hint: It’s not the 'T')
IT: Get the Emphasis on the Right Word (Hint: It’s not the ‘T’)
How AI and Analytics Can Save Energy Small Businesses
AI Technology is Essential for Online Fraud Prevention
How to Reward Relationships Using Social Media Analytics
Customer Experience Innovation: Aligning Business with Customer

Once the information is in order, then business people can plug into the information backbone through many BI tools such as data discovery, data visualization, ad-hoc query, dashboards, scorecards, OLAP analysis, predictive analytics, reports and spreadsheets (sorry Excel haters, but you can if you practice EIM.) An enterprise data demands are ever expanding and evolving – meaning that the information backbone is likewise expanding. This often requires data integration, data cleansing, data profiling and, most importantly, data governance.

Conclusion of the series

A BI tool is only as good as the business information it can access and analyze. Although business people can get really excited by many of the terrific BI tools in the marketplace, once they settle into using a tool they will not care how slick it is if the numbers are not right.

Share This Article
Facebook Pinterest LinkedIn
Share

Follow us on Facebook

Latest News

Flat editorial illustration: The article's core relationship is workload-by-workload decision-making for cloud migration, where s
Which Workloads Should Move to the Cloud?
Cloud Computing Exclusive IT
Flat editorial illustration: The article positions data governance as a strategic board-level concern rather than a purely techni
Why Data Governance Is Becoming a Board-Level Business Priority
Big Data Exclusive Policy and Governance
Flat editorial illustration: The article argues that data annotation quality should be measured by inspectable gold sets, written
The Top Data Annotation Companies Are Separated by Proof of Quality, Not Headcount
Big Data Exclusive
Flat editorial illustration: The article's core relationship is the gap between raw bank-feed records and reliable subscription i
Subscription Trackers Have a Transaction Data Problem
Big Data Exclusive

Stay Connected

1.2KFollowersLike
33.7KFollowersFollow
222FollowersPin

You Might also Like

The State of Play in Automating Insurance Claims
AnalyticsBusiness RulesDecision Management

The State of Play in Automating Insurance Claims

4 Min Read
Looking for Kool-Aid at the Tableau conference
Business IntelligenceData Visualization

Looking for Kool-Aid at the Tableau conference

7 Min Read
cybersecurity practices
Artificial IntelligenceExclusiveITSecurity

Best Cybersecurity Practices for Companies Using AI

8 Min Read
How Web Analytics Can Help Your Business
AnalyticsBig DataBusiness IntelligenceData ManagementData MiningMarket ResearchMarketingSocial DataSocial Media AnalyticsWeb Analytics

How Web Analytics Can Help Your Business

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.

How To Get An Award Winning Giveaway Bot
How To Get An Award Winning Giveaway Bot
Big Data Chatbots Exclusive
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?