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 forecasting variables scm

Software Functionality Revealed in Detail

We’ve opened the hood on every major category of enterprise software. Learn about thousands of features and functions, and how enterprise software really works.

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Compare Software Solutions

Visit the TEC store to compare leading software by functionality, so that you can make accurate and informed software purchasing decisions.

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Documents related to » forecasting variables scm

ToolsGroup Embeds Machine Learning Technology in Demand Forecasting


ToolsGroup, a provider of demand analytics and supply chain planning (SCP) software, claims to be the first vendor in its class to embed machine learning into a commercially available demand forecasting product. The new technology has been proven to significantly improve forecast accuracy in major global customer installations.

forecasting variables scm  Machine learning takes demand forecasting to new heights because older technologies could not solve the difficult problem of measuring the impact of external stimuli on baseline demand. ToolsGroup’s demand modeling creates a reliable baseline, then uses machine learning to adjust the baseline by identifying the effect of stimuli and demand indicators at a detailed channel level. It analyzes all the relevant variables and the complex interactions among them in an automated fashion.   As ToolsGroup Read More

ToolsGroup-Going Back to Its SCP Roots


What has ToolsGroup, the expert in demand-driven SCP, been doing to address demand and supply variability? Read P.J. Jakovljevic’s article and see how ToolsGroup has developed sophisticated software that analyzes demand history across multiple dimensions, enabling companies to obtain more accurate forecasts and inventory targets for driving outstanding customer-service levels with less global inventory in their supply chains.

forecasting variables scm  in the area of forecasting trade promotions. Advertising and promotions are the main activities affecting the baseline demand and demand variability of most consumer packaged goods (CPG) companies. CPG companies spend up to 12 to 15 percent of their gross revenue on trade promotions and related trade funds for retailers. In a problem such as modeling trade promotions, determining their actual impact or “lift” is daunting. A large number of variables with complex interactions are buried in huge Read More

How to Plan and Manage in Uncertainty and Volatility? Based on Reality and Facts, Duh! - Part 2


Part 1 of this blog series articulated the acute need to bring supply chain planning and execution together so that enterprises can react quickly in an informed and confident fashion. The Boston Red Sox' September 2011 collapse was used as a poignant example of how even the best long-term planning can be rendered useless if there is no responsiveness during crunch time. In general, if we know

forecasting variables scm  planning (DP) systems’ complex forecasting (i.e., management of the forecast) is perhaps more important than real-time “what if” planning and execution. But how many companies have the luxury of no inventory constraints these days? While all companies need to plan, the real problem to solve is responding profitably to actual demand, not the projected forecast. Since we know that the forecast was inaccurate by default, and therefore the plan was inaccurate, responding profitably to real demand Read More

Planning and Allocation versus Replenishment: When Is Each the Best Strategy?


Assortment optimization, pricing decisions, and promotional activity fall flat if a product is not available for purchase. Out-of-stocks, overstocks, and markdowns drive down already strained profit margins. Replenishment, however, maximizes sales while minimizing inventory expense. By understanding replenishment, and planning and allocation, enterprise can determine the best strategies for addressing forecasting and inventory concerns, and improve profit margins.

forecasting variables scm  each period from the forecasting and replenishment between introduction and exit are extended as well. Transitioning from One Solution to the Other Not every item always shows clear signs as being best addressed by only one solution. Often, items will show characteristics that are best addressed by replenishment during one portion of its lifecycle and at other times be best addressed by P&A. Newly introduced items are often best supported by P&A. The attention to detail and focus on additional pricing Read More

Case Study: Peerless Pump


Peerless Pump has been designing, engineering, and manufacturing pumps for more than 80 years. The company was basing component stock levels on historical data, as it did not have the ability to accurately forecast customer demand. But with forecasting and demand planning software that increased forecast accuracy, the company has nearly doubled its sales over the past four years, while keeping inventory levels constant.

forecasting variables scm  | Forecasting Tools | Forecasting Variables | Industry Forecasting | Inventory Forecasting | Load Forecasting | Market Forecasting | Marketing Forecasting | Prediction Accuracy | Production Forecasting | Regression Forecasting | Revenue Forecasting | Sales Forecasting | Seasonal Forecasting | Simple Forecasting | Statistics Forecasting | Supply Forecasting | Trend Forecasting | Weather Forecasting | SCM Forecast Accuracy | SCM Forecasting | SCM Calculating Forecast Accuracy | SCM Demand Forecast Accuracy Read More

Managing Vendor Code Customizations with AccuRev Stream-based SCM


Customizing third-party “vendor” source code is becoming increasingly common. But managing the incorporation of vendor application releases alongside customizations requires an additional layer of software configuration management (SCM) to integrate subsequent vendor releases. Traditional branch-based SCM tools require an unnecessarily complex branch-and-merge process. However, there is a more intuitive and efficient parallel development model for managing customizations to vendor code.

forecasting variables scm   Read More

SCM Software for Real World Manufacturing: A Case for Mission Critical Use


In an ideal world, we can have an exception free manufacturing operations. And for the most part, it will be a "management by exception" operations with no constraints or bottlenecks to worry about. But in reality manufacturing is all about managing constraints. A lot of constraints! This article discusses the impacts of constraints on manufacturing planning and execution and how a well implemented SCM software can help in overcoming these constraints.

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The Competitive Advantage of Business Intelligence Forecasting and Predictive Analysis


Technology and new business intelligence solutions have made it possible for the average enterprise to leverage complex predictive analysis using simple, intuitive tools. Predictive analysis is key to the competitive success of an organization, and the enterprise that is privy to clear and concise product, customer, sales, and market predictions will always have the competitive advantage in its market of choice. Find out how.

forecasting variables scm  Advantage of Business Intelligence Forecasting and Predictive Analysis Technology and new business intelligence solutions have made it possible for the average enterprise to leverage complex predictive analysis using simple, intuitive tools. Predictive analysis is key to the competitive success of an organization, and the enterprise that is privy to clear and concise product, customer, sales, and market predictions will always have the competitive advantage in its market of choice. Find out how. Read More

A Tale of a Few Good SCM Players - Part 4


Part 1 of this blog post series followed the genesis of Manhattan Associates from its inception in 1990 throughout the mid-2000s. During this time, Manhattan Associates was the epitome of an impeccable supply chain management (SCM) software company in terms of market share, growth, profitability, and its product capabilities. Indeed, the company set the industry standard for the supply chain

forecasting variables scm  with the former Retek Forecasting and Replenishment Planning product. However, that is no longer the case with JDA''s single synchronized view of demand that leverages demand across all JDA’s respective solutions and drives plans for the following: merchandise, assortment, promotions, replenishment, transportation, and labor. Oracle’s executive begrudgingly admits to JDA giving Oracle Retail a run for its money of late,  especially with JDA''s essential link between retailers and consumer packaged Read More

Unified Business Performance Management: How to Streamline Budgeting, Reporting, Analysis, and Forecasting


Why aren’t most companies able to achieve exceptional performance given that they have standard budgeting, analysis, and forecasting processes in place? It is because they don’t have a unified, integrated financial management process. Discover the benefits of a unified approach and the technologies that enable companies to adopt business performance management (BPM) best practices in just days or weeks, at an affordable price.

forecasting variables scm  Budgeting, Reporting, Analysis, and Forecasting Why aren’t most companies able to achieve exceptional performance given that they have standard budgeting, analysis, and forecasting processes in place? It is because they don’t have a unified, integrated financial management process. Discover the benefits of a unified approach and the technologies that enable companies to adopt business performance management (BPM) best practices in just days or weeks, at an affordable price. Read More

Transforming Spreadsheets: Planning, Budgeting and Forecasting for Midsize Companies


This white paper describes how workgroups and midsize companies can transform their spreadsheet-only processes to create flexible and timely plans, budgets, and forecasts. It outlines recommendations for implementing a complete performance management system, using an integrated reporting, analysis, and planning solution purpose-built for workgroups and midsize companies.

forecasting variables scm  Spreadsheets: Planning, Budgeting and Forecasting for Midsize Companies This white paper describes how workgroups and midsize companies can transform their spreadsheet-only processes to create flexible and timely plans, budgets, and forecasts. It outlines recommendations for implementing a complete performance management system, using an integrated reporting, analysis, and planning solution purpose-built for workgroups and midsize companies. Read More

Not all SCM Products Are Created Equal


In this article, we examine capabilities of five top Supply Chain Management software vendors in several key areas of functionality: material procurement planning, manufacturing planning and scheduling, distribution and transportation management, and inventory management and warehousing.

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Intentia's Movex for Food and Beverage: Gaining a Foothold in North America Part Two: SCM and Other Functions


The SCM features of Movex should assist you in streamlining your operations to make them more efficient and cost-effective. Movex has meanwhile expanded its hardware base and has long added customer relationship management (CRM) modules.

forecasting variables scm  traditional modules to facilitate forecasting (how much the product is needed), planning (where to make the product); and scheduling (what processes to use to make the product). However, because of its tight integration with the other modules, Movex not only provides a view from inside the four walls of the plant but also into some of its nooks and crevices. For example, internal integration with a computerized maintenance management system (CMMS) enables Movex to have visibility into resources and Read More

Financial Forecasting: Room for Improvement for People, Process and Technology


Preparing an accurate forecast in this volatile business climate is challenging. Still, it is critical for businesses to be able to predict outcomes for the next month, quarter or year, and be able to respond quickly when the actuals vary significantly from the forecast. Forecasting may be equal parts art and science, but the most dialed-in enterprises report using a solid, collaborative process for generating accurate forecasts.

forecasting variables scm  significantly from the forecast. Forecasting may be equal parts art and science, but the most dialed-in enterprises report using a solid, collaborative process for generating accurate forecasts. Read More

Ten Steps to Evaluate and Select A Mid-Market Budgeting, Forecasting, and Reporting Solution


Business performance management (BPM) applications, particularly budgeting, forecasting, and reporting (BFR) solutions, bring high value to a mid-size company. But embarking upon a BPM initiative can seem daunting. There are many factors to consider, including potential benefits, expected costs, etc. Read this step-by-step guide that helps these companies navigate through these factors and move forward with a BPM solution.

forecasting variables scm  Select A Mid-Market Budgeting, Forecasting, and Reporting Solution Business performance management (BPM) applications, particularly budgeting, forecasting, and reporting (BFR) solutions, bring high value to a mid-size company. But embarking upon a BPM initiative can seem daunting. There are many factors to consider, including potential benefits, expected costs, etc. Read this step-by-step guide that helps these companies navigate through these factors and move forward with a BPM solution. Read More