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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

forecasting modeling scm  was clear that conventional forecasting and modeling techniques could not scale to fully take advantage of this data. Therefore, the vendor developed and started deploying a machine learning engine (MLE) as an add-on to its standard product, and has since deployed about 10 implementations.   ToolsGroup has harnessed the power of machine learning to more accurately model demand in difficult forecasting scenarios such as trade promotions, new product introductions (NPIs), extreme seasonality, and product Read More...
New Dimensions in EC and SCM Part 5: E-Procurement for Process Improvement
From point-and-click ordering using Web-based catalogs of individual suppliers, to marketplaces that bring together in one place the products or services

forecasting modeling scm  management, including product development, forecasting, procurement, scheduling, manufacturing, transportation, logistics, inventory management, and customer service. He has written and spoken widely about these topics in a number of industry conferences and publications. CCMI can be found on the Web at www.CCMIservices.com. Mr. Elliff can be reached at (703) 370-2607 or by e-mail at scott_elliff@CCMIservices.com . All materials CCMI 2001. Read More...
Planning and Forecasting: Use Continuous Planning and Rolling Forecasts to Support Adaptive Management
Change may be the only constant in business. But why do so many companies lock themselves into a rigid system of annual plans, budgets, and targets that make

forecasting modeling scm  CONSISTENT AND ALIGNED Most forecasting processes use simple spreadsheets. While this is fine for small local requirements, spreadsheets can cause problems when they need to be aggregated across and up the organization. It is also apparent that in large organizations, different units use different assumptions, algorithms, and software. This makes it difficult to combine and consolidate forecasts. Software vendors are now offering sophisticated models to enable large organizations to prepare forecasts and 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,

forecasting modeling scm  | Forecasting Methods | Forecasting Modeling | Forecasting Process | Forecasting Software | Forecasting Techniques | 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 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

forecasting modeling scm  sensing , and promotion forecasting ) as well as inventory optimization ( advanced inventory modeling , product mix optimization , multi-echelon postponement / staging optimization , lot size optimization ). These innovative and advanced technologies enable enterprises to improve and automate their planning processes. ToolsGroup has more than 200 customers worldwide (in 31 countries) and one of the highest customer retention rates in the industry. The company has experience working with manufacturers, Read More...
E2open Buys icon-scm, Makes Waves in Supply Chain Space
E2open and icon-scm have just combined to create a collaborative planning and execution software stalwart, enabling brand owners and their trading partners to

forecasting modeling scm  plan generation (demand planning, forecasting, inventory optimization, etc.) and far too little on horizontal process enablement. SCM is a ''team sport'', requiring different functions to work together to solve a problem. Some soccer teams have always had brilliant individual players, but these teams seldom do well on the world stage, because they play as individuals, not as a team (the Netherlands and my home countries, former Yugoslavia and now Serbia, being great examples). Germany and the current team Read More...
J.D. Edwards Saved By SCM, Narrowly, And Only For Now
On March 5, J.D. Edwards reported financial results for Q1 2001. Although the company posted a symbolic profit, the revenue decline begs the question why the

forecasting modeling scm  jd edwards support,jd edwards as400,jde jobs,jd edwards upgrade,jd edwards consultant,jde software,jde as400,jdedwards jobs,jdedwards software,jde e1,jde hosting,jd edwards developer,jd edwards certification,jd edwards documentation,jde training Read More...
Spreadsheets: An Inadequate Solution for Budgeting, Forecasting and Reporting
Mid-size organizations have been conducting their budgeting and forecasting through a readily-available, inexpensive, and easy-to-use application—the

forecasting modeling scm  Inadequate Solution for Budgeting, Forecasting and Reporting Mid-size organizations have been conducting their budgeting and forecasting through a readily-available, inexpensive, and easy-to-use application—the spreadsheet. But spreadsheets fail to support complex planning processes, which involve multiple people, require real-time access to data, and demand comprehensive security. Discover how the Adaptive Planning budgeting and planning application can help you meet these needs. Read More...
IBM & ILOG Matrimony: Good for BPM, Uncertain for SCM? -- Part 1
While my two separate blog post series about workflow automation and Business Process Management (BPM) and about the long tails of supply chains were coming to

forecasting modeling scm  & ILOG Matrimony: Good for BPM, Uncertain for SCM? -- Part 1 While my two separate blog post series about workflow automation and Business Process Management (BPM) and about the long tails of supply chains were coming to their respective ends, one event that is curiously pertinent to both topics has meanwhile taken place in the market. Namely, at the end of July 2008, IBM acquired ILOG , a specialized software provider with headquarters in France and the US. Over 3,000 direct corporate customers in Read More...
Just-in-time Requirements Modeling
Requirements analysis is the process of understanding what customers need from an application. The agile development framework has transformed software

forecasting modeling scm  in-time Requirements Modeling Requirements analysis is the process of understanding what customers need from an application. The agile development framework has transformed software requirements analysis. The agile lifecycle emphasizes iterative and evolving requirements modeling. Requirements need to be concise, focus, and completed in short release cycles. This white paper describes the agile requirements analysis concept, and the processes involved. Read More...
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My recent article SAP SCM – Stepping Out of (Relative) Obscurity analyzed SAP’s revamped comprehensive supply chain management (SCM) suite, its major components

forecasting modeling scm  still opt for BoB forecasting and demand planning solutions (e.g., Logility, Demantra/Oracle, Smart Software , etc.)? SAP SCM : We can only point out that we have many happy and successful customers leveraging the SAP planning solutions. Demand Planning is the highest area deployed in this space. PJ : What is your view on Manhattan Associates ’ attempt to marry planning and execution within its SCOPE (supply chain optimization-based planning & execution) suite and based on its SCPP (Suply Chain Process 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

forecasting modeling 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...
Smart Software for Service-level Driven Forecasting
The issue of forecasting intermittent demand has been one that has plagued companies forever. Many very smart people have tried to tackle it; many vendors like

forecasting modeling scm  Software for Service-level Driven Forecasting The issue of forecasting intermittent demand has been one that has plagued companies forever. Many very smart people have tried to tackle it; many vendors like to say they focus on it. Few vendors make it as singular a focus as Massachusetts-based  Smart Software . Principals  Charles Smart ,  Nelson Hartunian (Ph.D.) , and  Thomas Willemain(Ph.D.)  have been studying the issue for almost 30 years, have perfected their own proprietary forecasting method Read More...
Aviso Brings Predictive Science to Sales Forecasting
Aviso recently introduced Aviso Insights, a solution that arms sales teams with predictive tools to meet and exceed quarterly targets. Using machine learning

forecasting modeling scm  Predictive Science to Sales Forecasting Aviso recently introduced Aviso Insights , a solution that arms sales teams with predictive tools to meet and exceed quarterly targets. Using machine learning and portfolio management frameworks that Wall Street experts use, the goal is to enable sales, finance, and business leaders at any time to confidently report on the current state of business.   Sales forecasting is the most important process in a sales organization, yet traditionally it has been supported Read More...
Supply Chain Management (SCM)
Supply chain management (SCM) systems are used to coordinate the movement of products and services from suppliers to customers (including manufacturers

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