Integrated Business Planning

Let’s Rethink How We Manage Business

 

IBP is provocative, challenging, and, at times, contentious, yet the benefits are unquestionable. We have experience navigating the dynamics which impede IBP implementation in a variety of different businesses. This experience affords us the opportunity to help others take the concepts of IBP and provide pragmatic operational solutions, avoiding rabbit-holes, minefields, and some of the frustration associated with the deployment.  This site is created to provide online support, answer questions, and help others on their IBP implementation journey.

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BusinessPlanning

Why do machine learning algorithms need training data set before predictions?

Training data is a crucial component in the development of machine learning and data science algorithms. It serves as the foundation upon which models are built, and allows the algorithms to learn patterns, relationships, and rules that they can then use to make predictions or classify new data. In more technical terms, training data is used to train a machine learning model, which is essentially a mathematical function that maps input data to output data. During training, the algorithm iteratively adjusts the parameters of the model based on the input data and the desired output, so that it can make…
Sriram Parameswaran
April 26, 2023
Integrated Business Planning

“Independence Day: When Integrated Business Planning Declares Its Own Freedom!”

Introduction: As we celebrate Independence Day, we can't help but draw a hilarious parallel between the spirit of freedom and the world of Integrated Business Planning (IBP). Yes, you read that right! IBP, the strategic planning process that aims to synchronize and liberate business operations, has a comedic connection to the day we celebrate independence. So, grab your party hats and let's embark on a lighthearted journey through the intertwined worlds of IBP and the 4th of July. Breaking Free from Silos: Just as our founding fathers fought to break free from the chains of tyranny, IBP strives to break…
Debbie Evans
July 3, 2023
Integrated Business Planning

Challenges Implementing Integrated Business Planning

Implementing an Integrated Business Planning (IBP) process is a complex and challenging initiative. IBP is a strategic management process that aligns an organization's planning and execution functions across all levels of the organization. This process provides a framework for companies to integrate their business strategies, financial planning, demand and supply planning, and operational planning. However, implementing an IBP process can be challenging, and organizations may encounter several obstacles in the process. In this article, we will discuss some of the significant challenges that companies face while implementing an IBP process. Challenges of implementing an IBP process: Organizational culture: Organizational culture…
Debbie Evans
April 1, 2023
BusinessIntegrated Business PlanningManagment

Outliers in Demand

Identifying outliers: The first step is to identify the outliers. This can be done manually or by using statistical methods. Some common methods for identifying outliers include: The interquartile range (IQR): The IQR is a measure of the spread of data. To calculate the IQR, first find the first and third quartiles of the data. The IQR is the difference between the third and first quartiles. Data points that are more than 1.5 times the IQR away from the nearest quartile are considered outliers. The z-score: The z-score is a measure of how far a data point is from the…
Sriram Parameswaran
May 3, 2023