Cookies help us display personalized product recommendations and ensure you have great shopping experience.

By using this site, you agree to the Privacy Policy and Terms of Use.
Accept
SmartData CollectiveSmartData Collective
  • Analytics
    AnalyticsShow More
    image fx (67)
    Improving LinkedIn Ad Strategies with Data Analytics
    9 Min Read
    big data and remote work
    Data Helps Speech-Language Pathologists Deliver Better Results
    6 Min Read
    data driven insights
    How Data-Driven Insights Are Addressing Gaps in Patient Communication and Equity
    8 Min Read
    pexels pavel danilyuk 8112119
    Data Analytics Is Revolutionizing Medical Credentialing
    8 Min Read
    data and seo
    Maximize SEO Success with Powerful Data Analytics Insights
    8 Min Read
  • Big Data
  • BI
  • Exclusive
  • IT
  • Marketing
  • Software
Search
© 2008-25 SmartData Collective. All Rights Reserved.
Reading: The Data Consumption Dilemma: 4 Pitfalls to Avoid
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 > The Data Consumption Dilemma: 4 Pitfalls to Avoid
AnalyticsBusiness IntelligenceData QualityDecision Management

The Data Consumption Dilemma: 4 Pitfalls to Avoid

thamina
thamina
4 Min Read
SHARE

The Data Consumption DilemmaData is as critical to your business as ingredients are to cooking.

The Data Consumption DilemmaData is as critical to your business as ingredients are to cooking. For example, it’s almost impossible to find food that doesn’t contain wheat, because it’s a critical component in so many of the things we eat. But flour is good for nothing on its own—it doesn’t burn or give you heat, you don’t eat it, and you can’t build a shelter with it.

Your data is exactly the same. Everything in your company runs off of data, but the numbers can’t stand alone—they need to be combined for specific purposes before they help you put food on the table. Below are the pitfalls to data consumption and the remedies to turn your data into the “secret ingredient” for your business:

1. Like Ingredients, Data Can’t—And Shouldn’t—Stand Alone

More Read

David Binkley: Data and the Reasonable Test
R 2.11.0 released
Big Data Without Integration Is Broken
Dos and Donts for getting help
11 Guiding Principles for a Successful Business Intelligence Implementation

Having a data source or a metric is like having a bottle of cinnamon: super critical for dozens of uses, but pretty awful when you take it on its own.

And business professionals understand that a single point of data can’t stand on its own; that’s why we all have dozens of data sources spitting out numbers, metrics, ad KPIs for departments throughout the company. Unfortunately, having all of these numbers residing strictly in their respective departments is much like keeping your spices in their bottles and never using them to season a meal.

You see where I’m going here?

Let’s follow a typical data consumption scenario: revenue is up 12% from last month and 22% from the month before—hurray! So what caused the lift? You increased your call center by 10%, your web traffic was up by 25%, and your brick-and-mortar saw 14% more foot traffic. Which was the cause? What do you need to invest in to give consumers what they’re look for? How can you know without the guesswork?

If you’re not looking at all your KPIs together in real time on an executive management platform, you’re flying blind.

2. Great Data/Ingredients Don’t Always Equal a Great Outcome

Remember that time you tried to make dinner and the fire department ended up outside your house? There’s no doubt that you bought the highest quality meat, but things can go south quickly if it’s not put together right.

When you’re using your data, the context and interpretation is everything. With very little effort, an employee can use a very expensive data source to give you doctored, late, or just plain incorrect data. You start using that data to put together objectives, and poof! Time to bring in the fire brigade.

3. Timing Is Everything

You pay a pretty penny for your data analytics, but without an executive management platform, you’re probably getting delayed information and reacting to outdated issues. It’s like paying for a nice restaurant and getting whipped cream on your salad and creamy Italian dressing on your gelato—good stuff, wrong place.

4. The Recipe Matters

If you’re comparing numbers from different platforms that are not set up to measure the right metrics, you may be trying to reconcile apples and oranges. Do you know what an apple pie tastes like when apples are switched out for oranges? If you can picture what that would do to your next dinner party, then you’re starting to get the idea of what the wrong numbers can do to your business.

Have you had any data pitfalls you can share? What are some of your best practices for getting accurate info? Share it in the comments!

TAGGED:data pitfalls
Share This Article
Facebook Pinterest LinkedIn
Share

Follow us on Facebook

Latest News

image fx (2)
Monitoring Data Without Turning into Big Brother
Big Data Exclusive
image fx (71)
The Power of AI for Personalization in Email
Artificial Intelligence Exclusive Marketing
image fx (67)
Improving LinkedIn Ad Strategies with Data Analytics
Analytics Big Data Exclusive Software
big data and remote work
Data Helps Speech-Language Pathologists Deliver Better Results
Analytics Big Data Exclusive

Stay Connected

1.2kFollowersLike
33.7kFollowersFollow
222FollowersPin

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

ai is improving the safety of cars
From Bolts to Bots: How AI Is Fortifying the Automotive Industry
Artificial Intelligence
ai chatbot
The Art of Conversation: Enhancing Chatbots with Advanced AI Prompts
Chatbots

Quick Link

  • About
  • Contact
  • Privacy
Follow US
© 2008-25 SmartData Collective. All Rights Reserved.
Go to mobile version
Welcome Back!

Sign in to your account

Username or Email Address
Password

Lost your password?