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: Good Data: The CFO’s Ultimate Challenge
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 Quality > Good Data: The CFO’s Ultimate Challenge
Business IntelligenceData Quality

Good Data: The CFO’s Ultimate Challenge

RickSherman
RickSherman
3 Min Read
Good Data: The CFO’s Ultimate Challenge
Photo by 2742255 on Pixabay (https://pixabay.com/photos/chess-white-board-game-strategy-1464959/)
SHARE

   Guy_in_maze Consistent, correct data. That doesn’t sound too complicated, does it? But actually, one of the most daunting challenges facing CFOs and their staffs today is how to ensure that the financial information they supply to stakeholders, both externally and internally, is consistent and correct.

The checklist for compliance seems to grow whenever you turn around.  Sarbanes-Oxley, US Patriots Act, HIPAA. MiFID, Basel II, PCI data security standards, etc.   – were these even part of our vocabulary several years ago?

Even when we have achieved statutory compliance, can we really audit our data from the point of origin to consumption? Why do we rely on so much manual reconciliation to audit and trace the data flows across systems each month, whether for cash flow forecasting or revenue recognition validation?  Wasn’t each one of these financial systems supposed to get us the “single version of the truth?”   

Sure, the enterprise application vendors promised information nirvana. All the business intelligence (BI) and corporate performance management (CPM) vendors promised the same thing. Now we have “multiple versions of the truth.” Talk about an oxymoron.  As a result, we’re performing more manual reconciliations than ever before!

More Read

Finding Data Quality
Finding Data Quality
The Power of Customer Decision Management
Collaboration in the Cloud: The Continuity Advantage
Advanced Analytics: Recap of Forrester Twitter Chat and #FollowFriday
BI Business Value – Timeliness or Consistency, Part 1

Why are we in this “Twilight Zone” of data silos? Quite frankly, we have neglected to treat our data as an enterprise asset just like we treat other assets.  Gathering all our data into spreadsheets is not managing data – it’s just masking our problems. Not only do we risk creating incorrect numbers, but it drains our productivity by requiring our skilled and highly paid staff to spend inordinate amounts of time hunting and gathering data.

This is where Enterprise Data Management (EDM) comes in.  With EDM you’ve got executive sponsorship, alignment and collaboration between business and IT, and shared metrics.  Now we’re talking.

EDM also calls for data governance procedures with internal controls over financial reporting and other business processes. To make it work, you need to design and implement a holistic data integration architecture that is application-neutral, with inherent data quality and integrity.

I will share with you more details over the coming weeks and months how to take this seemingly daunting challenge and be highly successful in establishing data as an enterprise asset. 

Share This Article
Facebook Pinterest LinkedIn
Share

Follow us on Facebook

Latest 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
Protecting Brand Reputation During Digital Expansion -- AI-generated illustration
Protecting Brand Reputation During Digital Expansion
Business Rules Infographic

Stay Connected

1.2KFollowersLike
33.7KFollowersFollow
222FollowersPin

You Might also Like

Image
Best PracticesBig DataData ManagementKnowledge Management

Connecting the Data Dots Keeps These Companies Alive

6 Min Read
Semantic Web – Pitch of the week
Data Quality

Semantic Web – Pitch of the week

2 Min Read
online banking
Business Intelligence

Three Best Tools To Enhance Your Online Banking

9 Min Read
Naming and Classifying: Text Analysis Vs. Text Analytics
AnalyticsBig DataBusiness IntelligenceSentiment AnalyticsText Analytics

Naming and Classifying: Text Analysis Vs. Text Analytics

8 Min Read

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

ai chatbot
How AI Website Chatbots Improve Customer Support and Lead Generation
Chatbots Exclusive
ai chatbot
The Art of Conversation: Enhancing Chatbots with Advanced AI Prompts
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?