Becoming Globally Competitive
To benefit from globalization (or to meet its threat), a food manufacturer must, above all, be prepared. To sell into new markets, the manufacturer needs to be a better partner, and collaborate with customers who have different needs from its traditional customers. The midsized food manufacturer in particular has to be able to deal with the increased complexity of a global supply chain. Product development must look at non-local issues such as banned ingredients and local label requirements.
Part Six of the series Food and Beverage "Delights."
To benefit from global sourcing, the midsized manufacturer requires excellent control over quality and shelf life, and planning systems that are both accurate and proactive. With dynamic recipe adjustment capabilities, some software applications can help manufacturers minimize the effects of variability throughout their manufacturing process and supply chain, while meeting compliance and specification constraints. In the food industry, variability can take the form of, for example, the Brix factor for sugarcane producers, or other factors of seasonal variability. Shelf life planning capabilities should also enable optimized production and inventory usage to reduce the expiration of materials and finished goods, and to maximize the shelf life of shipped products.
Costing systems become even more important in the context of globalization. We find that most midsized food manufacturers fail to have competitive cost tools. Without the right costing tools, pricing and cost reduction programs are less than effective. For global markets, the manufacturers need systems that can help them rationalize formulas and raw materials worldwide, and optimize costs of local raw materials in local currencies.
The fast-moving, short life cycle characteristics of consumer goods products make for a very complex supply chain. No matter how complex the manufacturing process, the foremost supply chain challenge is developing a good prediction of customer demand—that is, knowing what customers are going to buy, how much they will buy, and where and when they will buy it. Food companies must account for the impact of events and market conditions, and understand demand patterns to accurately forecast demand down to lowest levels. Some applications integrate "best fit" forecasts based on historical demand, with user-anticipated differences, whereby the system continually improves each forecast by learning from the most recent period of demand, measuring forecast error, and highlighting exceptions. Demand planning applications also often have to support attribute-based forecasting, incorporating compliance and product platform information. As a result, operations can be optimized while minimizing the cost of inventories, and ensuring customer service levels.
For more information, see earlier notes on the food and beverage industry:
Predicting Demand
A reliable global demand plan provides the foundation for sales and operations planning (S&OP), which should help consumer goods companies better align daily operational activities with strategic corporate objectives. It should also help them to more effectively balance supply and demand, and make better-informed decisions that impact both the top and bottom lines. Company leaders must create a forum (in which people formulate strategies of balancing demand and supply) that entails all factors and participants in the enterprise, integrates key data, and provides a strong framework for improved business processes (see Sales and Operations Planning).
The APICS Dictionary (eleventh edition) defines S&OP as a process of developing tactical plans to provide management with the ability to strategically direct business to achieve competitive advantage on a continuous basis, by integrating customer-focused marketing plans for new and existing products with the management of the supply chain. The process brings together all the plans for the business (sales, marketing, development, manufacturing, sourcing, and finance) into one integrated set of plans. It is performed at least once a month and is reviewed by management at an aggregate (product family) level. The process must reconcile all supply, demand, and new product plans at both the detail and aggregate levels, and tie to the business plan. It is the definitive statement of the company's plans for the near-to-intermediate term, covering a horizon sufficient to plan for resources and to support the annual business planning process. Executed properly, the S&OP process links the strategic plans for the business with its execution, and reviews performance measurements for continuous improvement.
Food manufacturers are looking for astute systems that drive forward planning and deal with order expectations. These systems should be able to manage forecasts from a number of sources (which might be customer- or product-specific, or for pre-production runs, or for interplant or company demand). These systems should also allow the creation of a reliable forecast at a lower level in the product structure than the top-level (finished goods) item. This lower-level forecast can be consumed by production (as with all forecasts), and its purpose is to support the volume manufacture of products where a wide variety of finished options is available, based on a standard base product. In theory, the end product is made specifically to customer order—and the possible variations at the top-level saleable item are so great that forecasting at this level will always be very inaccurate.
By forecasting at a lower level that is probably common across a variety of products, a more predictable forecast can be maintained, and manufacturing can go according to customer specific call-offs. When this is integrated into product design and manufacturing planning, it is called decoupled manufacturing or mass customization. For example, a manufacturer of cosmetic face creams may forecast total demand for a face cream regardless of how it will be packaged; the face cream will thus be made in bulk, and its packaging will be driven by specific customer orders.
Delivering Optimally
All this is to say that across the manufacturing sector in general, companies are realizing that the demands of customers for rapid delivery responses, combined with corresponding requirements for greater variation of products (whether in terms of color, pack size, or specification) can only be met by manufacturing in separate stages. While this can be done easily enough (if one is prepared to stock vast quantities of the partially finished product, and simply configure, finish, pack, and so on, when the customer places the order), this is hardly a practical option, not least because of inventory handling and cost issues. Supporting decoupled manufacturing is rather about forecasting more accurately at a common intermediate or part-finished level (as with face cream), and being able to finish—and therefore customize—to a particular order.
The second challenge, assuming the company first has a good demand plan, is optimally manufacturing the right product at the right time, and optimally getting the products to the proper distribution point to meet customer service requirements—always while considering cost. To that end, during the product launch, enterprise resource planning (ERP) and supply chain management (SCM) solutions have to continually update compliance-based information, while advanced planning applications must take advantage of approved alternate materials by recipe and compliance risks to speed quality production. The aim of specialized inventory optimization products is to enable clients to reduce investment in stock, while at the same time maintaining or improving customer service levels. Managing risk is about managing the cost of maintaining unnecessarily high inventory levels against the risk of running out of stock at the crucial point when a customer actually wants something (the "moment of truth"). For more information, see Inventory Planning and Optimization: Extending Your ERP System.
It is well known that in an ideal world, one would hold exactly the amount of inventory required to never be out of stock, for anything. However, real life is obviously a far cry far from this, as there are both financial and physical constraints. Some products have a shelf life, or new products might flood into the market. And there are a host of other reasons for having to strike a balance between anticipated demand and expected supply. Supply chains are indisputably complicated, and one can never know all there is to know. The only certainty is that supply chain efficiency depends on minimum buffer stocks, integrated processes, efficient use of resources, and shorter lead times. Nonetheless, experience shows that companies either struggle with a surplus of reliance on local knowledge, chance-taking, and effective fire-fighting; or else spend time and effort developing their own supporting systems (usually glorified spreadsheets) to help to better manage inventory levels.
To support a demand-driven supply chain, consumer goods companies must employ performance-driven supply chain practices, such as continuous business monitoring and proactive alert notification, that give them complete global visibility across their supply networks. This should help adapt to changes in demand, and to adjust accordingly based on real-time insight into worldwide operations (see Using Visibility to Manage Supply Chain Uncertainty). Yield planning and analysis capabilities must allow manufacturers to establish standard benchmarks and identify out-of-tolerance conditions. When thresholds are exceeded, users should receive early notifications so that problems can be corrected quickly while the impact can be minimized.
Near real-time visibility of food and beverage inventories in the supply chain can also provide process improvement opportunities. Using real-time reporting and alerting mechanisms, food and drink suppliers can optimize their distribution processes by being proactive instead of reactive in addressing logistical issues and managing the flow of products and orders. For example, by monitoring lot and date tracking, suppliers can identify when a perishable good is nearing its expiration date, and can send an alert to notify marketing or sales departments to run a special promotion on that product, to hopefully incite orders and avoid inventory expiration and spoilage.
Furthermore, well-devised advanced scheduling applications must let manufacturers reduce changeover costs, downtime, and the risk of cross-contamination, with clear visibility into equipment and material compliance. With integrated specification-matching from product "cradle to grave," quality and compliance should become closed loop processes that eliminate errors and mitigate compliance risks. Namely, in the execution phase, such solutions should feature specification-matching that is compliance-aware, whereas quality, quantity, and price variances should also be considered, as well as allergen, genetically modified organism (GMO) concerns, religious certification, and other requirements to ensure compliant lots are allocated, picked, and consumed in batches. This way, products are made right the first time, and food manufacturers can eliminate non-value-added tasks, costs, and ineffective use of capacity. Also, this way they can produce forecasts and production plans that not only are optimized for cost, material usage, and throughput, but also for product quality and compliance.
Reducing Costs in the Warehouse
As for managing operational costs, high product throughput in warehousing management dictates that there is a high demand on labor resources, and productivity levels are thus crucial to the performance of any warehousing operation. If the "direct" operational activities that go on within a distribution center (DC) (such as receiving, picking, packing, and shipping) are the productive aspects of a warehousing operation, typically accounting for approximately 40 per cent of total operational activity, it follows that "indirect" or non-productive activity (such as travel time, administration, or ancillary tasks such as maintenance and cleaning) typically account for approximately 60 per cent of total operational activity. In budgetary terms, Manhattan Associates believes that the labor component of this 60 percent is probably one-half, and so it follows that 30 percent of the total operational budget is being spent on labor resources carrying out non-productive tasks.
To that end, applications such as labor management, slotting optimization, and performance management can help food companies with savings in the way they deploy their resources. With a labor management solution, companies can record all activities while an employee is on the clock; monitor performance levels in real time; get visibility to fair performance targets; view workload across functional areas and zones; measure actual productivity against expected performance; calculate pay-for-performance data; and run off reports on productivity based on warehouse role. On the other hand, slotting optimization should improve DC velocity by determining the most beneficial and ergonomically correct placement of pick line items. "Fast movers" are dynamically placed near the shipping dock, which bypasses the put-away process and helps improve overall order throughput. Another type of optimized slotting is when the slotting system dynamically places like products together on the pick line, which cuts down on travel time in the DC. This achieves quickness in the picking process, and a reduction in labor effort. Optimizing slotting also ensures that inventory placement meets weight or temperature constraints to prevent damaged goods and minimize worker compensation claims. With thousands of items in a warehouse, food suppliers should not underestimate the value of slotting to maximize labor productivity and increase order throughput, while also reducing worker's compensation claims.
There are other examples of how food distributors can save on time and costs by implementing automated, fully integrated warehouse management systems (WMS), from the likes of IBS, Manhattan Associates, RedPrairie, Catalyst International, Infor/SSA Global, etc.:
- Cold store economics dictate that it is cheaper to store frozen products in bulk containers than to store them pre-packaged. A WMS linked to inventory forecasting and customer safety stock levels should thus enable better planning for the processing and pre-packaging of bulk produce, while the planning algorithms can also take account of run size, packaging line setup, and switching costs.
- Many cold stores optimize space utilization by using mobile racks and carriages that open for access, and then close to save space. If the WMS orders the programmable logic controller (PLC) for the mobile racks to open an aisle before a forklift's arrival, valuable waiting time can be saved (it can take up to sixty seconds to open an aisle). When a forklift enters and leaves an aisle, it can be reported to the WMS, while for safety and performance reasons, the WMS can ensure that only one forklift is directed to a dock or aisle combination at a time.
- Random location management has considerable benefits over fixed locations for seasonal products, which are stored for as long as twelve months. As produce is shipped, fixed locations become empty, and wasted space in a cold store is costly. A WMS can maximize the fill of random locations by operating on a "double run," or pick-and-replace principle, which means that once a rack is opened to remove a pallet for dispatch, it is immediately replaced with a new pallet from receiving, or from the production line. This requires a WMS that supports radio frequency (RF) scheduling and that is interfaced to the PLC controls.
- To load delivery vehicles more efficiently, the sequence in which pallets are picked to arrive at the staging areas should be in strict delivery unloading sequence. As forklifts load the pallets into the delivery vehicle, it is also useful to have a visual graphic image of the loading process, color-coded to ensure that the pallets have been loaded in the right sequence, and that nothing has been left in the staging area.
About the Authors
Predrag Jakovljevic is a principal analyst with Technology Evaluation Centers (TEC), with a focus on the enterprise applications market. He has nearly twenty years of manufacturing industry experience, including several years as a power user of IT/ERP and related applications, as well as being a consultant/implementer and market analyst. He holds a bachelor's degree in mechanical engineering from the University of Belgrade (Serbia [the former Yugoslavia]), and has also been certified in production and inventory management (CPIM) and integrated resources management (CIRM) by APICS.
Olin Thompson is Lawson's vice-president of industry strategy. He has over twenty-five years of experience as an executive in the software industry, and has been called the "father of process ERP." Thompson is a frequent author and award-winning speaker on such topics as gaining value from ERP, supply chain planning (SCP), e-commerce, and the impact of technology on industry. He can be reached at olin.thompson@us.lawson.com.
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Pageant Participants, Line Up Please!
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Part 3 | Supplier Logistics Management (SLM)
Part 2 | Supplier Logistics Management (SLM)
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Part 5: Challenges and User Recommendations | SAP - A Humble Giant From The Reality Land?
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Part 3: Market Impact | SAP - A Humble Giant From The Reality Land?
Part 2: Expanding Functionality | SAP - A Humble Giant From The Reality Land?
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Part 4: Just Give Us the Bottom Line | Identifying the ROI of a Software Application for SCM
Part 3: Performing the Data Analysis | SupplyChain.Oracle.com And The 20-Day Implementation | Identifying the ROI of a Software Application for SCM
Part 2: We Are Looking for the Vendor To Tell Us | Identifying the ROI of a Software Application for SCM
Part 1: We Need To Know Now | Oracle Claims The Worst Is Over And Turns To KISS For A Boost
Part 3: The Challenge of Gaining Competitive Advantage | Oracle Claims The Worst Is Over And Turns To KISS For A Boost
Part 2: The Implications | Oracle Claims The Worst Is Over And Turns To KISS For A Boost
Part 1: The News | Baan Achieves A Speedy Recovery Despite The Tough Times | Entrada Brings New MOTIVAtion to Market | HighJump Software Guarantees Fixed Prices | PeopleSoft: Giving Fervent Hope To The Market And Jitters To The Competition. Part 2: The Implications | PeopleSoft: Giving Fervent Hope To The Market And Jitters To The Competition. Part 1: The News | Trigo Helps Suppliers Connect | Will QAD Finally Get The Break (-Even)? | ROI Systems - A Little ERP Fellow That Gets By | PeopleSoft - Catching Its Second Wind From The Internet
Part 3: Predictions and Recommendations | PeopleSoft - Catching Its Second Wind From The Internet
Part 2: Strengths and Challenges | PeopleSoft - Catching Its Second Wind From The Internet
Part 1: About PeopleSoft | Epicor To Try The Divestiture Tack, Too | i2 Now Serving B2B Suppliers | MAPICS Clings To Its Customers' Loyalty | SAP Remains One Of The Market’s Beacons Of Hope | i2 Bleeds In Shark-Infested Waters | SSA Acquires MAX Hoping To Leap From Its MIN | McHugh Software’s DigitaLogistix Built On Strong Foundation | SAPped Catalyst Warns in Wake of CEO Departure | IBM Buys What’s Left of Informix | Invensys Announces New Division - Baan Process | Formation Systems Pioneers Product Design Collaboration For The Process Industries | SAP Acquires TopTier To Further Broaden Its Horizons | Oracle Sails Slower In The Low Tide, But Mayday Signal Is Quite Far-Fetched | IFS Aspires To Capture North American Market Against The Low Tide | Is Intentia Truly Industry’s First In Food Traceability? | QAD Finally Breaks The Red Ink Streak, But… | Epicor Software Corp.: Completing Painstaking "e"Volution Part 2: Evaluating Epicor | J.D. Edwards Saved By SCM, Narrowly, And Only For Now | Epicor Software Corp.: Completing Painstaking "e"Volution Part 1: About Epicor | Nike Blames i2 For Finish In Losers Bracket | i2 Buys RightWorks, Deals Blow To Ariba, Manugistics | IT Services E-Procurement | Infinium Attempts To Better Gain Some Markets' Ear | Industri-Matematik Joins The Portal Market | MAPICS XA Expands BI Offering Through Partnership With Vanguard | Has Intentia Turned The Corner? Almost. | Ross Systems Closes Ranks For A (Possible) Turnaround | NAPM Puts The Spotlight On Change | PeopleSoft Plays Hardball | Manugistics and Agile Make it Official on Valentine’s Day | Is Made2Manage Made2Survive? Seems So. | FreeMarkets’ Surprise Acquisition of Adexa Leaves Many Heads Shaking | Business Objects Teams With TopTier For Analytics | New Dimensions in EC and SCM Part 5: E-Procurement for Process Improvement | Frontstep (Nee Symix Systems) A Step Closer To A Turnaround | New Dimensions in EC and SCM Part 4: Using E-Procurement to Leverage Volume | New Dimensions in EC and SCM Part 3: E-Procurement Can Broaden the Supplier Pool | New Dimensions in EC and SCM Part 2: The Efficiency Gains of E-Procurement | New Dimensions in EC and SCM Part 1: The Benefits of E-Procurement | SAP Defies Economic Slowdown, For Now | Can Lilly Software Get More VISUAL? | Fourth Shift Hopes To Thrive On China’s Greener Pastures | PeopleSoft Joins The Hunt For SMEs | Extricity Makes a Move into IBM’s Sphere of B2B Influence | Provia Gets Nod From BMG Distribution | Microsoft And Great Plains – A Friendship That Turned Into A Marriage | Oracle Sails Despite Market’s Low Tide; How Far Will It Go? | J.D. Edwards Reaches $1B Milestone In Another Losing Year | WAM Systems Offers Supply Chain Planning Packaged Solution For Chemicals | With Commerce One, Your Reach May Be The Same As Your Grasp | e-Catalysts Delivers Digital Marketplace | Made2Manage Systems, Inc.: M2M From A2Z For SMEs? | Ross Systems Continues To Slip, But Pledges to Fight Tooth And Claw | Andersen Gives Yantra a Vote of Confidence | Logility Unveils Voyager Select For Total Landed Cost | IFS Has A Magic Growth Formula; But What About Profitability? | SAP Claims Big Gains In The Low-End Battleground | IBI + IBM = EAI | Baan – What Will The Future In Invensys’ Stable Bring? Part 2: Evaluating Baan | Prophet 21 First Quarter Revenues Suffer But Pipeline Grows | Infinium Ends Its Most Challenging Year | JuxtaComm And IBM Integrate Their Integration Products | Manugistics Lays Groundwork For Talus Integration | Great Plains Unveils New E-Commerce Solution | Great Plains Taps The Web To Deliver Product Support | Epicor Delivers On Milestones, But Its Situation Remains Bleak | PurchasePro Acquires Stratton Warren | Onyx Software: CRM Vendor Battling For Viability | Baan – What Will The Future In Invensys’ Stable Bring? Part 1: About Baan | Aspen Technology Evolves Into Digital Marketplace Provider | Intentia Possibly Seeing Daylight | Manhattan’s Footprint Grows With Intrepa Acquisition | SAP Q3 Results Cause Mixed Reactions | Fourth Shift Tightens Belt To Weather The Drought | PeopleSoft Delivers Oxymoron In 'Supply Chain in a Box' | PeopleSoft – Again A Force To Be Reckoned With? | Another Type Of Virus Hits The World (And Gets Microsoft No Less) | J.D. Edwards – A Collaboration Thought Leader Or A Disguised ERP Follower? Part 2: Evaluating J.D. Edwards | J.D. Edwards – A Collaboration Thought Leader Or A Disguised ERP Follower? Part 1: About J.D. Edwards | Aspen’s Step Backward in the First Quarter Part of Familiar Dance | Data Mining: The Brains Behind eCRM | i2 Third Quarter Results Are The Usual Story | ROI Systems Catching Up With e-Commerce | IBM Aims Renamed UNIX Server at Sun | Hubspan is in Suppliers’ Corner | Optum’s ConnectStream: First the Pieces Now the Glue | Logistics.com Becomes Transportation Service Provider For Commerce One | Texas Instruments Tells War Stories At i2 Planet | i2 Will Come Out Ahead In Kmart Deal | J.D. Edwards Touts Leadership in Collaboration and Flexibility -- There Seems to be Some Notable Functionality Too | i2 Technologies Lives Life In The Fast Lane | Demantra Secures More Venture Financing | Is Baan Showing Signs of Life After Death? | i2 e-Business Strategy Services Not For Everyone | Commerce One Selects Entrada Software For Affiliate Program | Provia Software Rises To The Challenge | They Know When You Have Gas | Syncra Systems Helps Kimberly-Clark Clean Up | SynQuest Posts Mixed Results | J.D. Edwards’ Mixed Blessings | eConnections Expands Web With IPNet | IMI Sees Red In Dawn Of Fiscal 2001 | EXE and i2 Advance Relationship | The New Manugistics Faces A New Millennium | Thru-Put Announces Features For New APS Release | ICARUS Ends Solo Flight With Aspen | The Pros and Cons of Collaborative Planning | Logility FY 2001 Comes In Like a Lamb | Aspen Technology Built Success From The Ground Up | Catalyst International to Tread Water With SAP Through 2000 | i2 Paints Broad Strokes at eDay | More Marketplace Success For Manugistics? | Lasership.com Looks To Descartes For Same-Day Delivery Help | Manhattan Associates Completes Second Quarter On Record Pace | Logistics.com Solutions Target A Grand Scale | More Vendors Bail on Oracle in Favor of IBM | EXE Technologies Begins Life In The Public Eye | True to its Texas Roots, i2 Does Everything Big | Never Was A Story Of More Woe Than This Of RJR And Nabisco | Great Plains Supply Chain Series To Be Powered By Logility | Manhattan Partnership With E3, MarketMAX Strikes Compromise | Aspen - To Netfinity and Beyond | SCT Fygir To Lubricate Valvoline’s Supply Chain | American Software - A Tacit Avant-Garde? | Optum Unveils Tradestream For Collaborative Fulfillment | License Revenue Up At The New Manugistics | Logility Collaborative Planning Solutions Offer Sound Proposition | Oracle Proud To Be Number Two | J. D. Edwards FOCUSes on Active Supply Chain | i2 To Power Best Buy | Descartes Plots A Record Course In New Millennium | Infinium and Elcom Walk Down ASP Aisle | Supply Chain Management Audio Conference Transcript | AspenTech Completes Another Piece of the Refining Puzzle With Petrolsoft | HK Systems Gives Birth To Software Company, irista™ | Manugistics To Help Amazon.com In Global Expansion | After Strong Game, Logility Suffers Fourth Quarter Loss | Ross Systems’ Renaissance Yet to Happen | Ariba Gains Legs Courtesy of Descartes | Adexa Reports Record First Quarter Results | i2 Technologies Gets Reporting Help From Hyperion | Saltare.com Prepares LEAP Into B2B Fray | ChemicalsWorld.com Debuts On The Web | Adexa Prepares To Step Into The Spotlight | Spring Brings New Growth To Manhattan Associates | Catalyst Emerges Strong in 2000 | i2 Enlists Honeywell in Process Industry Play | NeoModal Launches Corporate Ship On Promising Journey | SynQuest, Ford Deliver a Novel Application for Inbound Logistics | SynQuest Teams With InterWorld for Internet Sales and Fulfillment | IMI Hopes Vivaldi Plays Well for Reverse Auctioneer | Will That Wretched ERP Finally Die? Possibly, But Only the Acronym! | Go Fygir! SCT Defeats Incumbent AspenTech at Texaco, Shell Venture | Internet Makes SCP All That It Can Be | Symix Launches eSyte Supply Chain | Is J. D. Edwards’ xtr@ Ordinary? | Cyclone Untangles Digital Partnerships | SynQuest Ships Manufacturing Software for AS/400 | Manugistics: An Old Dog Learns New Tricks | Logility, IBM to Offer Mid Market Solutions on AS/400 | i2’s Aspect Acquisition Not Overpriced | Komatsu Employs “Mod Squad” For Logility Implementation | Supply Chain Planning in 2000: The Brains Behind Internet Fulfillment | IMI, IBM Take First Step in Third Quarter | Commerce One and Adexa Build Castles in the Air | i2 Adds More Verticals To Ra-b2b-it Stew | Acquisition Places Descartes Before E-Transport | Manugistics Takes Another Hit on Earnings as CFO Resigns | Descartes Systems Group Makes D&T Growth List | Catalyst International Secures French Connection with Steria | i2 Announces e-Business Strategy | Catalyst International Bit by Y2K Bug | Geac and JBA Join Forces to Form New ERP Giant | Optum Gets a Hand From Categoric | Computer Associates, Baan Japan and EXE Announce Strategic Alliance to Provide Total Supply Chain Management Solutions | New Management at Manhattan Associates | i2 Technologies Garners Semiconductor Award | Aspen Technology Posts First-Quarter Loss but Beats Estimates | Hershey's Halloween Nightmare All Too Common for Supply Chain Implementations | SAP Details CRM Plans | Deloitte & Touche Alliance with SynQuest Largely Symbolic | Logility Surges on Second Quarter Earnings Announcement | More Than 600 Customers Live on J.D. Edwards OneWorld. Dot.Com and Brick & Mortar Customers Alike Select J.D. Edwards to Achieve E-Business Agility | SAP Announces Investment in Catalyst International | Fortune Smiles on i2 Technologies | Baan Acquisition Expands Product Set and Integration Issues | Descartes Evolution Yields Revenue Growth But No Profits | Cap Gemini Eyeing Ernst & Young Business Unit | Industri-Matematik Posts 2Q00 Loss But Sells CRM | Andersen Consulting to Grab a Piece of the Internet Pie | Aspen Technology Signs Pact with PWC | J.D. Edwards Closes Out Millennium on an Up Note | SAP Highlights Supply Chain Management Tools | Manugistics Posts Third Quarter Loss But Sees License Growth | PeopleSoft, Lawson To Resell Integration Tools | Heads Roll at Consulting Giant in Wake of SEC Investigation | Manhattan Associates Partners with Intentia | Analysis of Manhattan Associates' New Partnership with CommercialWare | Logility Signs First ASP Deal with ebaseOne | Aspen Follows Good Quarter With Internet Launch | EXE Latest Vendor to Join IBM Supply Chain Club | AspenTech Launches e-Business InitiativeFinally | ERP Vendors Moving to Aerospace and Defense Markets | SCT Corp Previews New B2B Planning, Execution, and eProcurement Suite | Company Makes Good On B2B Collaboration | Siebel Sees Farther on Shoulders of Giants | G-Log Offers New Start For CEO, Management Team | The New Manugistics Debuts eBusiness Products | SAP Posts Solid Q499, but Warns of Q100 | What's in a Name for Supply Chain Vendors? | i2 Technologies: Is the Boom Over? | Oracle is Word One at Ford | Intentia Floats Vaporware Agent to Replace Business Planning | BAAN Announces "Open World": Business-To-Business Collaboration Over The Internet | B2Big Deal for IBM, Ariba, and i2 | IBM Announces Netfinity 4000R Super-Thin Server | Compaq Buys a Chunk of Inacom - But Will It Help? | i2 Technologies at the Front of the Supply Chain | AspenTech Searching for Definition in FY2000 | Manugistics Faces Uncertain Future | SAP AG - ERP Leader with a "New Dimension" | Baan Company N.V. - Is the Worst Over? | SAP APO: Will it Fill the Gap? | SSA: Evolving into systems integrator to survive | JBA: Will it remain "@ctive Enterprise"? | Industri-Matematik Faces Uphill Climb | Advanced Planning and Scheduling: A Critical Part of Customer Fulfillment | Enterprise Resources Planning (ERP) Market - Dismal 1999, the New Millennium to bring Relief (for Some) | Descartes Systems Group: Small Company With Large Ambition | Transition for Manhattan Associates Necessary for Long Term Growth | Logility: Voyager in B2B Collaborative Commerce | QAD Inc.: The Art of Vertical Focus | PeopleSoft on Client/Server and Database Issues | PeopleSoft - Are Business Intelligence and e-Commerce Enough? | Catalyst International Ties Fate to SAP | Surf's Up at Akamai |