Remove Eliminating Excel in Purchasing Remove Procurement Analytics Remove ToolsGroup
article thumbnail

Machine Learning in Demand Planning: How to Boost Forecasting

ToolsGroup

The latest ML algorithms can detect subtle shifts in consumer sentiment that precede actual purchasing behavior changes by weeks or even months. Mastering Extreme or Complex Seasonality Basic demand planning software can account for simple seasonality, such as the predictable rise in ice cream sales during summer.

article thumbnail

Probabilistic Forecasting: The Future of Supply Chain Planning

ToolsGroup

However, this approach ignores real purchasing behavior, such as customers buying complete sets of four tires. Probabilistic demand forecasting, in contrast, provides a full probability distribution, revealing actual purchasing patterns and enabling inventory planners to align stock levels with demand realities.

Insiders

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

article thumbnail

The Supply Chain Merry-Go-Around

Supply Chain Shaman

Aptean is orchestrating the Blue Yonder/E2open/Infor playbook of buying undervalued assets and milking the maintenance and Software-as-a-Service contracts with existing customers. following the reporting of fourth-quarter results. This is despite the strengths of the recent purchase of Optimity. Manhattan Associates.

article thumbnail

POOLCORP Selects ToolsGroup to Improve Supply Chain Resilience

ToolsGroup

Joint Microsoft and ToolsGroup planning solution will support POOLCORP’s goals of improved service to customers and increased profitability amid demand and supply volatility. About ToolsGroup. For more information, follow ToolsGroup on LinkedIn , Twitter , YouTube , or visit www.toolsgroup.com. . About Pool Corporation.

article thumbnail

Was Integrated Planning a Hoax?

Supply Chain Shaman

We now have new technology players entering the market like AIMMS, Enterra Solutions, OM Partners, Quintiq, ToolsGroup, and Terra Technology. The implementations were longer, the purchase costs were higher, and the functionality was less robust and lacking flexibility. All of the results are reported in aggregate.

article thumbnail

Yowza! A Nine-Step Decision Process to Help Guide Supply Chain Planning Selection

Supply Chain Shaman

<Bear with me… > Here I share a nine-step process in an attempt to help companies unravel the process for buying supply chain planning software. They center on how to make a good decision in the purchase of supply chain planning solutions. Most have purchased software, but are dependent on Excel spreadsheets.

article thumbnail

My Take: E2open Buys Terra Technology

Supply Chain Shaman

As an analyst in the supply chain market for 15 years, I have written many articles on best-of-breed technology companies purchased by a larger company. While ToolsGroup and SAP (with the acquisition of SmartOps) are the nearest competitors, Terra prided itself on delivering better decisions through better math. It is a new buyer.