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Traditional demand planning techniques rely on past data in order to forecast the future. This event also invalidated the traditional techniques of demand planning and forecasting since they depend on past data to predict the future. MORE
On the heels of a carbon dioxide (CO2) shortage in the UK that caused some breweries to ration beer production , Germany’s long, hot summer and the revelry surrounding the World Cup have combined with suboptimal demand forecasting to create a significant shortage of beer bottles , causing breweries large and small to plea to customers to return their empties. Taking a closer look at the demand management process. MORE
There is a lot of pressure on planners to improve this important metric and while no plan will ever be 100 percent accurate (that would be an order after all), it is important to get as close as we can to help synchronize the supply chain and satisfy both our financial and service level objectives. MORE
Demand Planning directly affects the business financial plan, pricing, capex decisions, customer segmentation and resource allocation. Considering the criticality and implication of this process, Demand Planners and Managers need to continually evaluate their current Demand Planning process and ensure that the Demand Plan generated is holistic, relevant and timely. MORE
Food and beverage, consumer electronics, life sciences, durable goods all have to deal with product seasonality, lifecycles, assortments, promotions and demand signals across multiple planning horizons and more. Figure 1 : A Single Planning Solution to Span Multiple Planning Horizons. MORE
Demand Planning: Improve Forecast Accuracy, Alignment and Accountability. Top Reasons Organizations are Upgrading their Demand Planning Capabilities. Increasing sales adoption in the demand planning process. Demand Change What-If Analysis. MORE
How global businesses can build a collaborative demand planning process How to Build a Collaborative Global Demand Planning was first posted on June 26, 2018 at 8:48 am. ©2017 Demand Planning Forecasting demand planning methods demand planning process flow demand planning process model demand planning tools demand planning training difference between demand planning and forecasting MORE
The post Post-Pandemic Demand Planning: ‘Analytics-Minded’ Always Wins appeared first on Blue Ridge. Blogs and Articles covid-19 supply chain analytics uncertainty MORE
The promise of demand sensing is that we can do a better job of anticipating and planning for short-term changes in demand. For today’s supply chain planner, the art and especially the science of forecasting demand have evolved. The goal of demand sensing. MORE
Demand Planning: Differentiated Forecast Strategy was first posted on January 26, 2021 at 8:15 am. ©2017 Some time ago, I had been trying to help a business improve its statistical forecasting. MORE
Forecasting market demand and the subsequent materials supply required to fulfill that demand remains incredibly challenging for supply chain professionals despite advances in data analytics and the wide variety of technology solutions designed to support supply chain planning processes. MORE
By Pekka Hakkinen | Principal | Chainalytics Demand planning is the first and perhaps most-important planning phase in any end-to-end sales and operations planning (S&OP) process. But the demand planning phase is typically the most challenging, since … The post Is Statistical Forecasting Making Your Demand Plan Better or Worse? MORE
Descriptive, predictive and prescriptive analytics should be combined to optimize your demand planning processes. Better forecasting and demand planning processes, which in the past had been beset by low accuracy and poor adoption, were a priority. MORE
Demand planning is difficult in these circumstances. The post Demand Planning Breaks Down During Recessions appeared first on Logistics Viewpoints. Demand Management demand planningBonds had a yield curve inversion on August 14th. This often often signals a recession within about 14 months. This article discusses how supply chain teams can do better in these circumstances. MORE
by Alexa Cheater Outplay your competition with a smarter, stronger demand planning strategy. Customer demands are changing. So why isn’t your demand planning strategy? It’s time to level up your demand planning and experience revolutionary breakthroughs in supply chain performance, planning and profitability. Successful demand planning is quick, collaborative and up-to-date – not slow, siloed and full of stale data. MORE
Gartner recently polled both users and vendors on which supply chain planning (SCP) applications are employing machine learning and in three different analysis, demand planning and demand forecasting came out top of the list. So Gartner polled both users and technology partners to see where machine learning had made the most inroads in supply chain planning (Current Use Cases for Machine Learning in Supply Chain Planning Solutions, 19 May 2018 ID, Tim Payne). MORE
This article is an introduction to a series of three articles intended to help demand planners manage the impact of COVID – 19 on their demand planning process. Another consequence of the emergence of the virus has been the concentration of the demand on online channels. MORE
But speed is not only on the supply side, it is also on the demand side. How quickly do you know about potential shortages and or increase in demand? Monthly demand planning is obviously inadequate. For more information on high velocity demand planning click HERE. MORE
I have just completed a new demand planning project. Before the project, they were using Excel to forecast and plan their business. Now with their Demand Planning solution, three demand planners can calculate and review a new forecast in minutes. MORE
Last month, Chainalytics’ Neelesh Asati moderated a panel discussion on demand planning and forecasting during COVID-19 hosted by Logistics Insider. MORE
by Alexa Cheater Struggling with the reality of not being able to easily consolidate data, global telecommunications company Sonus Networks was dealing with delays in understanding the impact of changes to its supply chain plans. The result was difficulty in meeting customer demand in a timely and efficient manner. To combat its planning issues, Sonus took four steps to improve demand, reduce inventory, and share information better across the entire network. MORE
How to use demand planning statistical models to enhance the value of your sales input during the forecasting process. Using Demand Planning Statistical Models to Enhance Your Sales Forecasts was first posted on September 5, 2018 at 12:27 pm. ©2017 ©2017 " Supply Chain Link Blog - Arkieva " Use of this feed is for personal non-commercial use only. MORE
In supply chain planning there are many theories. Consider Forecasting, or Demand Planning as an example. I don’t know about you but I’ve been awfully impressed with the theories I hear a variety of experts talking about when it comes to demand planning. Here’s a few of the “theories” I’ve heard or read about, that maybe you’ve seen to: You should factor in the latest weather forecast and that will improve your demand plans. Kevin Dooley. MORE
A demand planning application should generate value that goes beyond statistical forecasts. With the IPO of cloud-based data warehousing company Snowflake, the value proposition of demand planning software has changed. MORE
Adopting supply chain planning software can facilitate an organization’s coordination of demand and supply planning, ensuring all contributors can access the same data through a single efficient, and accessible platform. MORE
In this article, the second of the series analyzing the impact of COVID – 19 on demand planning (find here the first one), you will find a list of actions demand planners can do to correct and clean COVID’s impact on demand. MORE
What is a demand plan? Demand planning tells you how much inventory you can expect to sell, down to the regional level. Demand planning helps identify potential expansions to your product line or supply, as well as potential threats to your sales. MORE
Anyone who has done demand planning knows it is extremely complex, with forecasting challenges and rapidly shifting consumer demand, often exacerbated by seasonality, new product introductions, promotions, and myriad causal factors (e.g. The good news is that these characteristics make demand planning a perfect fit for artificial intelligence solutions. The forecast generated by these algorithms degrades as the demand patterns evolve over time. MORE
With increasing frequency, I have noticed blog posts touting the position that ‘demand planning is dead.’ Their solution: by sensing and reacting to customer demand at the point of purchase there is no longer a need for projecting demand based on history. ” And so it is with demand planning. The Fallacy of Basing Production on Actual Demand. What actions is your company taking to improve the ability to predict demand MORE
Organizations cannot underestimate the COVID-19 pandemic impacts and disruptions on-demand planning. The decisions facing executives and demand planners and the data required to analyze those choices effectively has increased, while the time necessary to analyze the data has shortened. MORE
While sophisticated supply chain planning is a necessity for any industry with complex demand, the fashion industry is particularly tricky due to high variety and segmentation (by type of consumer, sales channel, demographic, etc.), Demand planning for direct and indirect channels. MORE
But now they have started outsourcing supply chain business processes like demand planning, allowing them to focus on other business processes while gaining access to world class capabilities. Here are three common drivers of companies considering outsourcing: Excess time spent on forecasting is sapping resources away from value-added tasks, and planners are spending a huge amount of time cleansing data and doing analyses to get to a plan. MORE
They see the importance of getting Demand Planning software to suit their requirements fully. supply chain planning forecasting MORE
Challenges with Excel When Building a Demand Planning Process was first posted on February 19, 2019 at 7:42 am. ©2017 Demand Planning demand forecasting examples excel demand planning tools forecasting call volume in excel free demand planning excel template inventory forecasting excel template sales inventory operations planning excel template supply and demand excel template supply chain planning excel MORE
Demand Planning Related Topics 
ToolsGroup
MARCH 3, 2021
While sophisticated supply chain planning is a necessity for any industry with complex demand, the fashion industry is particularly tricky due to high variety and segmentation (by type of consumer, sales channel, demographic, etc.), Demand planning for direct and indirect channels.
Arkieva
JANUARY 26, 2021
Demand Planning: Differentiated Forecast Strategy was first posted on January 26, 2021 at 8:15 am. ©2017 Some time ago, I had been trying to help a business improve its statistical forecasting.
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Logility
MARCH 25, 2020
The promise of demand sensing is that we can do a better job of anticipating and planning for short-term changes in demand. For today’s supply chain planner, the art and especially the science of forecasting demand have evolved. The goal of demand sensing.
Adexa
JUNE 1, 2021
Traditional demand planning techniques rely on past data in order to forecast the future. This event also invalidated the traditional techniques of demand planning and forecasting since they depend on past data to predict the future.
Speaker: Nader Mikhail, CEO and Founder of Elementum
Stop the insanity and get your operations in order. Eliminate the one-offs, the firefighting, and the finger-pointing. Get the fundamentals rocking, so your operations can meet their full potential. After all, the best engine in the world is useless with four flat tires. Join this amazing webinar with Nader Mikhail, CEO of Elementum, to discuss why you should never have to worry about the basics again.
SupplyPike
FEBRUARY 5, 2020
What is a demand plan? Demand planning tells you how much inventory you can expect to sell, down to the regional level. Demand planning helps identify potential expansions to your product line or supply, as well as potential threats to your sales.
ToolsGroup
APRIL 2, 2019
But now they have started outsourcing supply chain business processes like demand planning, allowing them to focus on other business processes while gaining access to world class capabilities. Here are three common drivers of companies considering outsourcing: Excess time spent on forecasting is sapping resources away from value-added tasks, and planners are spending a huge amount of time cleansing data and doing analyses to get to a plan.
Adexa
JULY 13, 2020
But speed is not only on the supply side, it is also on the demand side. How quickly do you know about potential shortages and or increase in demand? Monthly demand planning is obviously inadequate. For more information on high velocity demand planning click HERE.
ToolsGroup
APRIL 25, 2019
Anyone who has done demand planning knows it is extremely complex, with forecasting challenges and rapidly shifting consumer demand, often exacerbated by seasonality, new product introductions, promotions, and myriad causal factors (e.g. The good news is that these characteristics make demand planning a perfect fit for artificial intelligence solutions. The forecast generated by these algorithms degrades as the demand patterns evolve over time.
DynaSys
JUNE 9, 2020
This article is an introduction to a series of three articles intended to help demand planners manage the impact of COVID – 19 on their demand planning process. Another consequence of the emergence of the virus has been the concentration of the demand on online channels.
Agility and accuracy don’t necessarily need to be at logger heads. In-fact, anticipatory agility enabled by AI and Machine Learning can move the accuracy frontier forward in terms of validity and consistency driving significant business value.
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Logistics Viewpoints
AUGUST 26, 2019
Demand planning is difficult in these circumstances. The post Demand Planning Breaks Down During Recessions appeared first on Logistics Viewpoints. Demand Management demand planningBonds had a yield curve inversion on August 14th. This often often signals a recession within about 14 months. This article discusses how supply chain teams can do better in these circumstances.
o9 Solutions
FEBRUARY 28, 2020
Demand Planning: Improve Forecast Accuracy, Alignment and Accountability. Top Reasons Organizations are Upgrading their Demand Planning Capabilities. Increasing sales adoption in the demand planning process. Demand Change What-If Analysis.
Logility
JANUARY 14, 2020
There is a lot of pressure on planners to improve this important metric and while no plan will ever be 100 percent accurate (that would be an order after all), it is important to get as close as we can to help synchronize the supply chain and satisfy both our financial and service level objectives.
CHAINalytics
DECEMBER 15, 2020
A demand planning application should generate value that goes beyond statistical forecasts. With the IPO of cloud-based data warehousing company Snowflake, the value proposition of demand planning software has changed.
Speaker: Jim Tompkins, Chairman and CEO at Tompkins International
We are fortunate to have Dr. James A. Tompkins, one of the world’s leading supply chain thought leaders, to address the impacts of VUCA on today’s supply chains and commerce. Jim recently stated that “the impacts of digital commerce on supply chains and commerce are far greater than the ending of the Cold War in 1991. The lifting of the Iron Curtain was minuscule when compared to the impacts of VUCA on how business works and how people live.”
CHAINalytics
JULY 30, 2020
Last month, Chainalytics’ Neelesh Asati moderated a panel discussion on demand planning and forecasting during COVID-19 hosted by Logistics Insider.
Logility
FEBRUARY 14, 2018
With increasing frequency, I have noticed blog posts touting the position that ‘demand planning is dead.’ Their solution: by sensing and reacting to customer demand at the point of purchase there is no longer a need for projecting demand based on history. ” And so it is with demand planning. The Fallacy of Basing Production on Actual Demand. What actions is your company taking to improve the ability to predict demand
Kinaxis
JULY 26, 2018
On the heels of a carbon dioxide (CO2) shortage in the UK that caused some breweries to ration beer production , Germany’s long, hot summer and the revelry surrounding the World Cup have combined with suboptimal demand forecasting to create a significant shortage of beer bottles , causing breweries large and small to plea to customers to return their empties. Taking a closer look at the demand management process.
Vanguard Software
JUNE 15, 2021
Organizations cannot underestimate the COVID-19 pandemic impacts and disruptions on-demand planning. The decisions facing executives and demand planners and the data required to analyze those choices effectively has increased, while the time necessary to analyze the data has shortened.
Prophetic Technology
APRIL 28, 2021
They see the importance of getting Demand Planning software to suit their requirements fully. supply chain planning forecasting
Kinaxis
DECEMBER 14, 2017
by Alexa Cheater Outplay your competition with a smarter, stronger demand planning strategy. Customer demands are changing. So why isn’t your demand planning strategy? It’s time to level up your demand planning and experience revolutionary breakthroughs in supply chain performance, planning and profitability. Successful demand planning is quick, collaborative and up-to-date – not slow, siloed and full of stale data.
DynaSys
MAY 12, 2020
I have just completed a new demand planning project. Before the project, they were using Excel to forecast and plan their business. Now with their Demand Planning solution, three demand planners can calculate and review a new forecast in minutes.
DynaSys
JUNE 16, 2020
In this article, the second of the series analyzing the impact of COVID – 19 on demand planning (find here the first one), you will find a list of actions demand planners can do to correct and clean COVID’s impact on demand.
Arkieva
JUNE 26, 2018
How global businesses can build a collaborative demand planning process How to Build a Collaborative Global Demand Planning was first posted on June 26, 2018 at 8:48 am. ©2017 Demand Planning Forecasting demand planning methods demand planning process flow demand planning process model demand planning tools demand planning training difference between demand planning and forecasting
Logility
MARCH 12, 2021
Descriptive, predictive and prescriptive analytics should be combined to optimize your demand planning processes. Better forecasting and demand planning processes, which in the past had been beset by low accuracy and poor adoption, were a priority.
ToolsGroup
DECEMBER 11, 2018
Gartner recently polled both users and vendors on which supply chain planning (SCP) applications are employing machine learning and in three different analysis, demand planning and demand forecasting came out top of the list. So Gartner polled both users and technology partners to see where machine learning had made the most inroads in supply chain planning (Current Use Cases for Machine Learning in Supply Chain Planning Solutions, 19 May 2018 ID, Tim Payne).
The Network Effect
SEPTEMBER 4, 2015
In supply chain planning there are many theories. Consider Forecasting, or Demand Planning as an example. I don’t know about you but I’ve been awfully impressed with the theories I hear a variety of experts talking about when it comes to demand planning. Here’s a few of the “theories” I’ve heard or read about, that maybe you’ve seen to: You should factor in the latest weather forecast and that will improve your demand plans. Kevin Dooley.
CHAINalytics
OCTOBER 4, 2016
By Pekka Hakkinen | Principal | Chainalytics Demand planning is the first and perhaps most-important planning phase in any end-to-end sales and operations planning (S&OP) process. But the demand planning phase is typically the most challenging, since … The post Is Statistical Forecasting Making Your Demand Plan Better or Worse?
Arkieva
FEBRUARY 19, 2019
Challenges with Excel When Building a Demand Planning Process was first posted on February 19, 2019 at 7:42 am. ©2017 Demand Planning demand forecasting examples excel demand planning tools forecasting call volume in excel free demand planning excel template inventory forecasting excel template sales inventory operations planning excel template supply and demand excel template supply chain planning excel
Arkieva
AUGUST 14, 2018
Demand Planning directly affects the business financial plan, pricing, capex decisions, customer segmentation and resource allocation. Considering the criticality and implication of this process, Demand Planners and Managers need to continually evaluate their current Demand Planning process and ensure that the Demand Plan generated is holistic, relevant and timely.
Arkieva
SEPTEMBER 5, 2018
How to use demand planning statistical models to enhance the value of your sales input during the forecasting process. Using Demand Planning Statistical Models to Enhance Your Sales Forecasts was first posted on September 5, 2018 at 12:27 pm. ©2017 ©2017 " Supply Chain Link Blog - Arkieva " Use of this feed is for personal non-commercial use only.
CHAINalytics
NOVEMBER 26, 2018
Forecasting market demand and the subsequent materials supply required to fulfill that demand remains incredibly challenging for supply chain professionals despite advances in data analytics and the wide variety of technology solutions designed to support supply chain planning processes.
Vanguard Software
DECEMBER 3, 2020
Adopting supply chain planning software can facilitate an organization’s coordination of demand and supply planning, ensuring all contributors can access the same data through a single efficient, and accessible platform.
Blue Ridge
APRIL 10, 2020
The post Post-Pandemic Demand Planning: ‘Analytics-Minded’ Always Wins appeared first on Blue Ridge. Blogs and Articles covid-19 supply chain analytics uncertainty
Kinaxis
AUGUST 2, 2016
by Alexa Cheater Struggling with the reality of not being able to easily consolidate data, global telecommunications company Sonus Networks was dealing with delays in understanding the impact of changes to its supply chain plans. The result was difficulty in meeting customer demand in a timely and efficient manner. To combat its planning issues, Sonus took four steps to improve demand, reduce inventory, and share information better across the entire network.
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