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
    Flat editorial illustration: The article contrasts passive follower totals with a behavioral path from attention and trust to cli
    Creator Analytics Beyond Follower Count: Seven Metrics That Measure Audience Behavior
    11 Min Read
    Flat editorial illustration: The article connects AI and marketing analytics with managerial judgment grounded in consumer behavi
    How an Online MBA in Marketing Connects AI and Data Analytics
    11 Min Read
    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
  • Big Data
  • BI
  • Exclusive
  • IT
  • Marketing
  • Software
Search
© 2008-25 SmartData Collective. All Rights Reserved.
Reading: The Path to Innovation in Data Management
Share
Notification
Font ResizerAa
SmartData CollectiveSmartData Collective
Font ResizerAa
Search
  • About
  • Help
  • Privacy
Follow US
© 2008-23 SmartData Collective. All Rights Reserved.
SmartData Collective > Inside Companies > The Path to Innovation in Data Management
Inside Companies

The Path to Innovation in Data Management

SteveSarsfield
SteveSarsfield
5 Min Read
The Path to Innovation in Data Management
Photo by asyabilisimm on Pixabay (https://pixabay.com/photos/furniture-inside-room-chair-3208820/)
SHARE

I read a recent analyst report on the data quality market and “enterprise-class” data quality solutions. Per usual, the open source solutions were mentioned at a passing while the data quality solutions of the past were given high marks. Some of the solutions picked in the top originated from days when mainframe was king. Some of the top contenders still contained cobbled-together applications from ill-conceived acquisitions. It got me thinking about the way we do business today and how so much of it is changing.

Back in the 1990’s or earlier, if you had an idea for a new product, you’d work with an internal team of engineers and build the individual parts.  This innovation took time, as you might not always have exactly the right people working on the job.  It was slow and tedious. The product was always confined by its own lineage.

The Android phone market is a perfect examples of the modern way to innovate.  Today, when you want to build something groundbreaking like an Android, you pull in expertise from all around the world. Sure, Samsung might make the CPU and Video processing chips, but Primax Electronics in Taiwan might make the digital camera and Broadcomm in the US makes the touch screen, plus many others. Software vendors push the platform further with their cool apps. Innovation happens at break-neck speed because the Android is a collection of ideas that have sex and produce incredible offspring.

Isn’t that really the model of a modern company?  You have ideas getting together and making new ideas. When you have free exchange between people, there is no need to re-invent something that has already been invented. See the TED for more on this concept, where British author Matt Ridley argues that, through history, the engine of human progress and prosperity is “ideas having sex.”

More Read

The ABCs of Master Data Management
The ABCs of Master Data Management
How Machine Learning Is Changing Big Data Management
Strategies for Ensuring Security in Hyperconverged Infrastructure
The Data Paradox
Customer Data Protection: What Businesses Can learn from Equifax Data Breach

The business model behind open source has a similar mission.  Open source simply creates better software. Everyone collaborates, not just within one company, but among an Internet-connected, worldwide community. As a result, the open source model often builds higher quality, more secure, more easily integrated software. It does so at a vastly accelerated pace and often at a lower cost.

So why do some industry analysts ignore it? There’s no denying that there are capitalist and financial reasons.  I think if an industry analyst were to actually come out and say that the open source solution is the best, it would be career suicide. The old-school would shun the analysts making him less relevant. The link between the way the industry pays and promotes analysts and vice versa seems to favor enterprise application vendors.

Yet the open source community along with Talend has developed a very strong data management offering that should be considered in the top of its class. The solution leverages other cutting edge solutions. To name just a few examples:

  • if you want to scale up, you can use distributed platform technology from Hadoop, which enables it to work with thousands of nodes and petabytes of data.
  • very strong enterprise class data profiling.  
  • matching that users can actually use and tune without having to jump between multiple applications.
  • a platform that grows with your data management strategy so that if your future is MDM, you can seamlessly move there without having to learn a new GUI.

The way we do business today has changed. Innovation can only happen when ideas have sex, as Matt Ridley puts it. As long as we’re engaged in exchange and specialization, we will achieve those new levels of innovation.

Covering the world of data integration, data governance, and data quality from the perspective of an industry insider.
TAGGED:data management
Share This Article
Facebook Pinterest LinkedIn
Share

Follow us on Facebook

Latest News

Flat editorial illustration: The article is about automating the collection, preparation, and delivery of marketing data across p
From Data to Dashboards: 5 Marketing Reporting Automation Software Picks
Big Data Business Intelligence Exclusive
Flat editorial illustration: The article contrasts passive follower totals with a behavioral path from attention and trust to cli
Creator Analytics Beyond Follower Count: Seven Metrics That Measure Audience Behavior
Analytics Exclusive
Flat editorial illustration: The article surveys AI finance apps that analyze and explain financial information, sometimes take a
10 Financial Apps Empowered by AI: Assistants and Agents
Artificial Intelligence Exclusive Fintech
Flat editorial illustration: The article links specialist ecommerce SEO agency evaluation to joined-up organic and paid search da
Choosing an Ecommerce SEO Agency When Search Data Drives the Decision
Big Data Exclusive

Stay Connected

1.2KFollowersLike
33.7KFollowersFollow
222FollowersPin

You Might also Like

The Big Picture
Uncategorized

The Big Picture

7 Min Read
How Data Enrichment Is A Force Multiplier In Analytics
AnalyticsBest PracticesBig DataData ManagementExclusive

How Data Enrichment Is A Force Multiplier In Analytics

5 Min Read
Automating Manual Imports into Salesforce
Best PracticesNew Products

Automating Manual Imports into Salesforce

3 Min Read
A Poorly Managed Company’s Tour Guide: Performance Mangement and the 'Mesdup' Corporation
Business IntelligencePredictive Analytics

A Poorly Managed Company’s Tour Guide: Performance Mangement and the ‘Mesdup’ Corporation

11 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
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?