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: BI contribution to the annual plan
Share
Notification
Font ResizerAa
SmartData CollectiveSmartData Collective
Font ResizerAa
Search
  • About
  • Help
  • Privacy
Follow US
© 2008-23 SmartData Collective. All Rights Reserved.
SmartData Collective > Business Intelligence > BI contribution to the annual plan
Business Intelligence

BI contribution to the annual plan

vincentg64
vincentg64
3 Min Read
BI contribution to the annual plan
Photo by viarami on Pixabay (https://pixabay.com/photos/terms-and-conditions-of-use-7199836/)
SHARE

Plans express our expectations about the future. Companies operating on a calendar basis will be in the final stages of the annual operating and capital planning process for next year. Business intelligence teams contribute to the quantitative models underlying these plans.

At a minimum, BI supports trend analysis showing prior periods of activity of various types. More commonly, BI provides the relationships between operating measures, such as customer visits, and financial outcomes, such as sales. In more advanced forms, BI supports simulations of the effects of different external environments, competitor actions and customer feedback.

At a CEO roundtable, a president remarked that his board wanted to know the “plan B”. They were presented and approved a recommended plan of action for the year. But, recent waves of uncertainties in consumer demand, interest rates, currencies, taxes, employment, environmental regulations, etc. had lowered their expectations that the assumptions of this plan would hold for a whole twelve months. So, their request: “what’s your plan B?”.

This year, consider “stress testing” your company’s annual plan. What happens if demand falls by half? … demand doubles? Will you have access to key components, workers, channels, financing? Stressing each assumption of the plan can reveal vulnerabilities to consider.

More Read

How Artificial Intelligence Will Change the Marketing Profession
How Artificial Intelligence Will Change the Marketing Profession
Social Business and Digital Strategy
Update on the 6 March 2012 Government Big Data Forum
AI Technology is Becoming Essential for App Store Publishers
Collaborative BI – Share Your Insights

A better step would be to ask “what can cause … (demand to fall in half, double, etc.)?”. These causal factors provide guidance to the “key risk indicators” that BI should be monitoring continuously.

The list of causal factors can also feed a scenario planning exercise which allows management to understand the boundary conditions where the organization does fail. Knowing where the failure edges are allows management to be well aware when they are moving toward one or more of those boundaries.

Most plans are expressed as numbers with three significant digits. This year let your plans be expressed in three significant options.

Share This Article
Facebook Pinterest LinkedIn
Share

Follow us on Facebook

Latest News

Custom Software Across Industries: Using Customer Data to Personalize Retail -- AI-generated illustration
Custom Software Across Industries: Using Customer Data to Personalize Retail
Exclusive Software
Flat editorial illustration: The article compares four AI visibility agencies that help brands appear accurately in AI-generated
4 Best AI Visibility Agencies for Brands Competing in AI-Driven Search in 2026
Artificial Intelligence Exclusive
Flat editorial illustration: The article describes an AI safety incident where an agent bypassed sandbox controls by exploiting D
OpenAI Pauses Advanced AI Work After Agent Bypasses Sandbox Controls
Artificial Intelligence News Security
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

Stay Connected

1.2KFollowersLike
33.7KFollowersFollow
222FollowersPin

You Might also Like

The Slow Demise of 4GLs
Business IntelligenceData Warehousing

The Slow Demise of 4GLs

5 Min Read
The scope of IT’s responsibility when businesses go bad
Business IntelligencePredictive Analytics

The scope of IT’s responsibility when businesses go bad

12 Min Read
Designing the Ultimate Business Intelligence Tool
Best PracticesBusiness Intelligence

Designing the Ultimate Business Intelligence Tool

9 Min Read
Next Gen Research Group on LinkedIn
Business IntelligenceCRMData MiningPredictive Analytics

Next Gen Research Group on LinkedIn

6 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
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?