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
    predictive analytics risk management
    How Predictive Analytics Is Redefining Risk Management Across Industries
    7 Min Read
    data analytics and gold trading
    Data Analytics and the New Era of Gold Trading
    9 Min Read
    composable analytics
    How Composable Analytics Unlocks Modular Agility for Data Teams
    9 Min Read
    data mining to find the right poly bag makers
    Using Data Analytics to Choose the Best Poly Mailer Bags
    12 Min Read
    data analytics for pharmacy trends
    How Data Analytics Is Tracking Trends in the Pharmacy Industry
    5 Min Read
  • Big Data
  • BI
  • Exclusive
  • IT
  • Marketing
  • Software
Search
© 2008-25 SmartData Collective. All Rights Reserved.
Reading: Operational decision making as a corporate asset
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 Mining > Operational decision making as a corporate asset
Business IntelligenceData Mining

Operational decision making as a corporate asset

JamesTaylor
JamesTaylor
6 Min Read
SHARE

I often tell companies and other organizations that they should treat decisions and decision making as assets. In Smart (Enough) Systems, the book I wrote with Neil Raden, we said

Operational Decision Making as a Corporate Asset
If operational decisions must be made well for your organization to deliver on its strategy, they can’t be made randomly. They have to be made systematically. You have to turn operational decision making into a corporate asset you can measure, control, and improve. After all, when [customers] interact with you, they consider every decision you make to be a “corporate” one—that is, a deliberate one.

But is it reasonable to consider decisions, decision making, as an asset? After all…


I often tell companies and other organizations that they should treat decisions and decision making as assets. In Smart (Enough) Systems, the book I wrote with Neil Raden, we said

More Read

Marketing Execs VS Market Research Execs
The recession is fostering interest in BI software, which helps…
A Sunday’s Worth of Numbers: Data Analytics on the Airwaves
AI Is Expanding Our Video Content Creation Options In Stupendous Ways
Four Essentials for Enabling Pattern-Based Strategies

Operational Decision Making as a Corporate Asset
If operational decisions must be made well for your organization to deliver on its strategy, they can’t be made randomly. They have to be made systematically. You have to turn operational decision making into a corporate asset you can measure, control, and improve. After all, when [customers] interact with you, they consider every decision you make to be a “corporate” one—that is, a deliberate one.

But is it reasonable to consider decisions, decision making, as an asset? After all an asset provides future value to an organization – tangible or intangible (goodwill and trademarks for example add intangible value while a factory adds more tangible value). Fundamentally an asset “contributes to future cash flow”. How does this work for operational decision making?

Operational decisions, those taken in a transactional context, include decisions like next best offer, pricing or discounts, product eligibility, claims approval, credit or fraud risk. Clearly each such decision has an impact on cash flow and profitability – good decisions having a more positive impact, bad ones a more negative one. The thing about operational decisions, though, is how often very similar decisions are made.

Consider claims – even a relatively small insurer (like Infinity Insurance discussed here) might receive 10,000 claims or more a month. Each claim must be considered and approved or rejected and making the right decision in each case adds to the bottom line. As a result the insurer needs a defined decision making process for claims – each one cannot be considered as a special case if 500 or more are to be handled efficiently every day. If the insurer has a good decision making process then each decision will be more likely to be a good one. If they don’t, less likely.

If we apply our definition then an effective operational decision making process is a form of asset – it contributes to future value by ensuring that better operational decisions are made. If we define the business rules, the analytics that make up this decision making process then we are investing in an asset. If we embed those rules, those analytics, into our operational systems and processes then we can ensure this asset is fully exploited.

In the book we went on to identify some characteristics typical of other corporate assets. Each of these can be applied to decisions and decision making:

  • They are strategic
    Planning exercises and budgets should consider decisions – ensuring that plans that rely on changed to decision making, for instance, include the definitions of the changes needed. Executives don’t care about individual decisions but they should care about the decision process.
  • They are managed
    The company invests in decision management and governance so that the quality of decision making doesn’t degrade over time
  • They are visible
    The cumulative value of an operational decision should be known (multiply the difference between a good and a bad decision by the number of times such a decision is made) and the investment made in improving decision making should show up on balance sheets and be visible to management
  • They are reusable
    Companies, well run ones at least, don’t duplicate assets or leave them idle. So with decision making.
  • They are improved constantly
    Companies should invest in analytics and experimentation to constantly improve decision making – this is the equivalent of preventative maintenance and upgrades for machine tools.

High volume operational decisions drive your business every day, playing a role in every transaction. Investing in operational decision making will ensure that these decisions add, rather than destroy, value.

For more on decision making check out Thinking different with decision analysis by Ted Cuzzillo,  Tom Davenport’s article Make Better Decision, this piece on Micro decisions for macro impact (references another Tom Davenport article), Prepare for Impact (Teradata magazine) and of course Smart (Enough) Systems.

TAGGED:analyticsbusiness rulesdecision managementdecisioning technologyjames taylorneil radenoperational decisionspredictive analytics
Share This Article
Facebook Pinterest LinkedIn
Share

Follow us on Facebook

Latest News

street address database
Why Data-Driven Companies Rely on Accurate Street Address Databases
Big Data Exclusive
predictive analytics risk management
How Predictive Analytics Is Redefining Risk Management Across Industries
Analytics Exclusive Predictive Analytics
data analytics and gold trading
Data Analytics and the New Era of Gold Trading
Analytics Big Data Exclusive
student learning AI
Advanced Degrees Still Matter in an AI-Driven Job Market
Artificial Intelligence Exclusive

Stay Connected

1.2kFollowersLike
33.7kFollowersFollow
222FollowersPin

You Might also Like

text analytics
Text Analytics

Seven Benefits of Using AI to Perform Text Analysis

9 Min Read

PAW: The unrealized power of data

6 Min Read
Artificial Intelligence
AnalyticsArtificial IntelligenceBig DataBusiness IntelligenceData ManagementPredictive Analytics

How Artificial Intelligence is Transforming the Corporate World

5 Min Read

How can Enterprise Performance Management be Summarized?

4 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 and chatbots
Chatbots and SEO: How Can Chatbots Improve Your SEO Ranking?
Artificial Intelligence Chatbots Exclusive
ai in ecommerce
Artificial Intelligence for eCommerce: A Closer Look
Artificial Intelligence

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?