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: Recovering from the Accidental Architecture
Share
Notification
Font ResizerAa
SmartData CollectiveSmartData Collective
Font ResizerAa
Search
  • About
  • Help
  • Privacy
Follow US
© 2008-23 SmartData Collective. All Rights Reserved.
SmartData Collective > Big Data > Data Warehousing > Recovering from the Accidental Architecture
Business IntelligenceData Warehousing

Recovering from the Accidental Architecture

RickSherman
RickSherman
1 Min Read
Recovering from the Accidental Architecture
Illustration generated with Qwen Image.
SHARE

In my article “The Accidental Architecture,” I discussed how enterprises have evolved their data warehousing (DW) and business intelligence (BI) projects without a planned architecture. This evolution was the result of developing tactical projects while chasing the latest technology proclaimed by analysts, columnists and the vendors offering these solutions.

The random walk that created this accidental architecture may have solved some immediate, tactical needs, but the expenditure of time, resources and budget didn’t deliver ROI. Even worse, each new project resulted in a new stovepipe of data and technology that required increasing resources to integrate. It also made business users more likely to develop data shadow systems to perform their own integration.

>>> Read the rest of my article Recovering from the Accidental Architecture on the DM Review website.

Link to original post

More Read

MasterCard Applies Big Data to Help Retailers Achieve Better Results
MasterCard Applies Big Data to Help Retailers Achieve Better Results
Using Your Human Database to Select a Database
Experts: Location Intelligence unlocks the power of your data
Introducing the Knowledge Worker [VIDEO]
Discussing a Proposal for a Decision Modeling Notation
Share This Article
Facebook Pinterest LinkedIn
Share

Follow us on Facebook

Latest News

Synthetic Data vs Real Web Data: Comparison, Limitations, and Collection Methods  -- AI-generated illustration
Synthetic Data vs Real Web Data: Comparison, Limitations, and Collection Methods 
Big Data Exclusive
Illustration of mobile analytics dashboards with ad performance charts connected to backend databases
11 Best Sisense Alternatives for Embedded Analytics
Business Intelligence Exclusive
Analyst points at colorful circular data dashboard on screen - information technology business metrics
How Fragmented Workplace Tech Undermines Reliable Business Metrics and Reporting
Cloud Computing Exclusive Infographic IT
Using Multi-Source Data and Analytics to Detect Operational Drift Across Franchise Networks -- AI-generated illustration
Using Multi-Source Data and Analytics to Detect Operational Drift Across Franchise Networks
Exclusive Infographic

Stay Connected

1.2KFollowersLike
33.7KFollowersFollow
222FollowersPin

You Might also Like

Economic crisis gives boost to Agent-based modeling
Business Intelligence

Economic crisis gives boost to Agent-based modeling

5 Min Read
5 Disruptive Technology Advancements Which Will Change Business as Usual
Cloud ComputingData Warehousing

5 Disruptive Technology Advancements Which Will Change Business as Usual

7 Min Read
AI for MSPs
Artificial IntelligenceExclusive

Autotask and ConnectWise Prove the Benefits of AI in IT

10 Min Read
Report: AWS launching cloud-based machine learning service
Big DataBusiness IntelligenceSoftware

Report: AWS launching cloud-based machine learning service

2 Min Read

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

Artificial Intelligence for eCommerce: A Closer Look
Artificial Intelligence for eCommerce: A Closer Look
Artificial Intelligence
5 Great Tips for Using Data Analytics for Website UX
5 Great Tips for Using Data Analytics for Website UX
Big Data

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?