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: 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

   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

Ease-of-use Key to Successful Business Intelligence Deployments
Ease-of-use Key to Successful Business Intelligence Deployments
iBeacons, Retail and Information Overload: How Macy’s Is Kickstarting Retail’s Data Warehousing Needs
Improving Data Integration the Old Fashioned Way
Decision Services, Watson and Cognitive Computing
Finally … From Performance Management to Performance Optimization

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

Flat editorial illustration: The article explains that training robots for physical interaction requires three distinct data cate
Physical AI: What Data Do You Need to Train a Robot?
Artificial Intelligence Exclusive Robotics
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
Analytics Big Data Exclusive Software
Flat editorial illustration: The article examines AI agents that escalate from legitimate data retrieval to attempted intrusions
OpenAI’s Government Website Incidents Raise a Hard Question for AI Agents: When Should They Stop?
Artificial Intelligence News Security
Flat editorial illustration: The article's core relationship is the alignment between customer behavioral data (visit frequency,
Data-Driven Loyalty: How Restaurants Use Behavioral Analytics to Optimize Revenue
Exclusive

Stay Connected

1.2KFollowersLike
33.7KFollowersFollow
222FollowersPin

You Might also Like

Things Worth Learning From 2018 Artificial Intelligence Projects
Artificial IntelligenceExclusive

Things Worth Learning From 2018 Artificial Intelligence Projects

5 Min Read
Companies Paint Colorful Picture with Big Data
Big DataBusiness IntelligenceData MiningSocial Data

Companies Paint Colorful Picture with Big Data

6 Min Read
Experts: Location Intelligence unlocks the power of your data
AnalyticsBusiness IntelligenceData VisualizationLocation

Experts: Location Intelligence unlocks the power of your data

12 Min Read
AI for cybersecurity
Artificial IntelligenceExclusive

How AI Supports Modern Penetration Testing

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.

The Art of Conversation: Enhancing Chatbots with Advanced AI Prompts
The Art of Conversation: Enhancing Chatbots with Advanced AI Prompts
Chatbots
How To Get An Award Winning Giveaway Bot
How To Get An Award Winning Giveaway Bot
Big Data Chatbots Exclusive

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?