Blog

2013/09/27

Forecasting Fundamentals: Aggregate Forecasting

Forecasting Fundamentals

By Gary Shaw, Senior Supply Chain Consultant

Demand Planning is an art and a science.  The ‘art’ is the ability for a Demand Planner to understand the business, build relationships, share information and generally have a ‘finger on the pulse’ of the company.  The ‘science’ is the ability to generate a good, accurate forecast for a large number of products and customers that can be used by the factory and/or planning team to drive the production and purchasing plan.

One ‘science’ question that needs to be answered by the Demand Planner is “what level shall I forecast at?” Common wisdom is that forecasts should be managed at a group or ‘aggregate’ level.  This not only reduces the number of records to manage, but better use is made of sparse or erratic data and a better level of trend and seasonality will be achieved if the correct products are grouped together.

Aggregate Forecasting GS

Getting a good aggregate forecast is only half the issue though.  Tell the factory planners or purchasing department that you’ve got a great aggregate forecast and you won’t be given a pat on the back.  The aggregate forecast has to be split back to a meaningful level, typically by product or product-customer, so it can be used by production and the purchasing department.

So, how do you manage the split from the aggregate to the lower level?  Typically this process involves a dedicated forecasting tool and the key here is that the software should do the hard work.  There are three key elements in choosing the right software for this type of ‘splitting’ operation:

1. Adaptable

The software should provide a range of options for how the split to lower level is managed.  For example, allowing you to:

– Take the seasonality of the aggregate level

– Split automatically based on the history of each of the products in the group

– Allow the use of different splitting methods for different product groups or customers

2. Easy to configure

Managing and applying the splitting ‘rules’ on a day to day basis is completely in control of the user.  There is no need to bring in the software vendor or consulting firm just to set up or apply a different type of splitting operation.

3. Sophisticated

With a splitting process there are always exceptions to be managed,  If the forecast for one product at the lower level isn’t quite right but everything else is OK, the software should be capable of allowing an override to be made to that record.  Also it should consider the impact on the other products in the group as a result of making this override.

FuturMaster Demand Planning offers all of these functionalities and more, allowing you to truly manage the forecast and work on improving it rather than being side tracked by managing huge, complex spreadsheets and checking the numbers add up.

Suivez-nous sur nos réseaux sociaux

Blog

Blog

FuturMaster highlights 5 key trends in the supply chain to look out for in 2019

FuturMaster, the supply chain solution provider that helps a number of major food, retail and manufacturing companies with demand forecasting and streamlining production and supply, has highlighted five defining trends that will earmark the supply chain scene in 2019 and beyond.

Blog

How to retain company’s supply planning talents?

By Pu Gong, Consultant Supply Planner is an ancient profession dating back to the origin of organised production. Acting as a bridge for interdepartmental communications, the Supply Planner is to this day an indispensable part of a company’s operations. Developing a Supply Planner who understands a company’s products, production and processes is costly and due […]

Blog

Women in Supply Chain

Every year we celebrate International Women’s Day on the 8th of March. With many countries making it an official holiday, the meaning of the day has somewhat shifted from celebrating the social awareness of the struggles of women to praising all females for just being a woman.

Contact Us

FuturMaster - UK
Apex House
Calthorpe Rd
UNITED KINGDOM
Tel +44 (0)1212 317200