Abstract
The
last decade has witnessed a substantial shift in emphasis on the part of many
OEM manufacturers, from a focus on the products they produce to a concentration
on their customers and the value that their customers derive from ownership
and use of these products after the initial product sale. The importance of
service is made clear in a recent AMR survey1 of manufacturing companies
which revealed that service represents 24 percent of their revenue and 45 percent of their
profit contribution. With only 20 percent of IT spend allocated to service, there is
indication of value in increasing corporate attention to the service area.
With an increasing awareness of the strategic value of service, companies are beginning to focus on their service supply chains, which can be defined as the network of resources that includes the appropriate service parts, customer engineers, and infrastructure for material movement and storage, repair, transportation, information systems, and communication.
This shift toward a service-centric strategy represents an important aspect of firms' efforts toward enhancing overall revenue and profitability, customer acquisition and retention, and competitive differentiation.
In this paper, we describe the unique challenges of the service supply chain, and a framework for understanding the service management decision hierarchy. Most importantly, we highlight the dramatic value proposition available to companies that deploy advanced service strategies and decision-support tools to address these challenges. Brief case studies from leading service organizations Cisco and KLA-Tencor describe examples of successful deployments of service supply chain strategies that leverage this approach.
[1]
J. Bijesse, M. McCluskey and L. Sodano, "Service Lifecycle Management
(Part 1): The Approaches and Technologies to Build Sustainable Competitive Advantage
for Service," AMR Research Report, August, 2002.
Introduction: Service Supply Chain Challenges
The
mechanisms required to design, produce, and deliver service products in a cost-effective
and competitive manner are quite different than those used to manufacture goods
and to procure direct materials. Significant assets must be dedicated toward
service delivery. The task of effectively deploying these assets across a wide
network of locations and fulfilling demand which is driven by infrequent service
events is a daunting one. Figure 1 shows a representation of a typical multi-echelon
service supply chain network, and the resulting material flows required to supply
material and to fulfill demand.
As a specific example of a service supply chain, consider Cisco Systems Global Product Services, which manages a complex supply chain consisting of the following elements:
- Over
10 million service contracts defined in terms of specific customer performance
targets (i.e., high priority with 2—4 hour response time guarantee,
8—12 hour response time and next business day response time), with thousands
of service contract transactions per day.
- 3—5
echelons consisting of nearly 750 stocking locations (including a central
depot, regional warehouses, local warehouses, and forward locations positioned
at or near major customer sites) required to position inventory close to the
customer to support rapid response.
- Hundreds
of supported products that are mission critical to customers (e.g., net servers,
communication systems), with more than 100,000 part numbers supported throughout
the service supply chain. Most of these parts have very infrequent demand,
with global demand rates of fewer than ten hits a year not uncommon.
Figure 1. Multi-Echelon Service Supply Chain Material Flows

While
not all manufacturers face this level of complexity, it is not surprising that
performance metrics are vastly different from the production supply chain, as
indicated by a recent Wharton benchmark study that showed that inventory turns
of one to two are common for providers of same-day service agreements2,
even for manufacturers whose production supply chains show turns of fifty to
one hundred.
[2] Morris
Cohen and Vipul Agrawal, "After-Sales Service Supply Chains: A Benchmark
Update of the North American Computer Industry," Fishman-Davidson Center
for Service and Operations Management, The Wharton School of the University
of Pennsylvania (August 1999).
Risk-Management
Framework for Decision Making
Given
the complexity of the service management problem, it is appropriate to decompose
it into a collection of interrelated decision problems. Figure 2 illustrates
the levels of managerial decision making that we have observed in many service
supply chain environments. Each of the following components corresponds to a
different period of the planning horizon, over which managerial trade-offs and
objectives must be considered as the relevant decisions are made.
Budget Planning is in the longest decision timeframe, with a planning horizon typically measured in months or years, where decisions that determine specification of the overall service strategy are made. Such decisions can include design of the products being supported, the design of the "service products" that are offered to customers in the after-sales market, and the design of the infrastructure used to deliver these service products.
Strategy Planning decisions are made in shorter timeframes, typically weeks and months. At this level, management is concerned with the forecasting and strategic positioning of its material and human resources in anticipation of the need to meet customer service demands in a manner consistent with the response, and cost entitlements as set out in the warranty and service agreements. These strategic resource deployment decisions give rise to a challenging optimization problem that must be solved periodically if the service strategy is to be implemented in a cost-effective manner.
Tactics
Planning decisions are made at a nearer-in planning horizon (weeks, days, or
hours), and include the redeployment decisions that are associated with repositioning
resources within relevant lead times to meet the service objectives and resource
levels defined in the strategic plan. This includes generation of orders for
service parts allocation (from a central to field location in the network),
replenishment (from the network to external sources of supply for repair and
new buy), and transshipment (across parallel nodes in the network).
Figure
2. Interactive Decision Hierarchy

It
is important to note that all of the resource decisions described in Budget
Planning, Strategy Planning, and Tactics Planning must be made prior to the
occurrence of a particular service event whose fulfillment will require use
of those resources. Hence these decisions are based on estimates of future resource
requirements along with visibility of all of the events that affect supply and
demand of such resources that have occurred throughout the service supply chain
prior to the occurrence of the service event in question.
Given the random nature of service events, it is clear that demand uncertainty cannot be eliminated through forecasting, and hence, trade-offs must be evaluated on the basis of future risk assessments captured by estimates of the demand probability distribution relevant to specific customer products and locations at particular future points in time. The decisions made at all pre-event planning levels, (Budget, Strategy and Tactics), thus constitute an exercise in risk management.
Event Management is the "last mile" of decision making in the planning horizon hierarchy which concerns fulfillment after service event-based demands for resources have been made (e.g. part failure). This is where the service product is actually "produced" to meet the goals of customers. Intelligent decision making here can improve the performance of the system by allowing managers to make the best use of current and projected resource deployments throughout the service supply chain. This framework has a global perspective which has implications for the organization, tools, and processes to effectively deliver a service strategy
Risk
Management Solutions to Drive the Efficient Frontier
Balancing
the trade-offs among revenue, cost, and service is challenging because of escalating
service expectations, complexity of the service supply chain, and, as mentioned
before, the high degree of uncertainty associated with service events. The results
of the planning decisions are best expressed using the concept of an efficient
frontier curve as shown in figure 3. This demonstrates that, in general, the
greater the promised level of service performance, the larger the required investment
in such assets, which increases the total costs incurred by the service provider.
Note that the curve rises steeply; the costs increase disproportionately as
the promised service performance level increases.
Figure
3. The Service Supply Chain Efficient Frontier

Over the past decade, firms have made great progress in implementing transaction disciplines and traditional service supply chain systems, moving them from point A to point B towards a more efficient frontier. As companies have increased service levels by moving from point B to point C along the efficient frontier, they have found further progress difficult, limited by traditional modes of planning. These traditional modes of planning found in first-generation service supply chain systems are inspired by manufacturing and finished-product distribution thinking (e.g., ERP and DRP), which attempt to match service supply to demand by assigning enabling resources to specific service products in a static and separable fashion.
After
years of research and development of solutions for the service supply chain
with organizations such as IBM, General Motors, and the U.S. Navy, and after
observing that no existing commercial software solutions addressed the risk
management nature inherent in the service supply chain, MCA Solutions developed
the Service Planning and Optimization (SPO) suite of products for strategic
and tactical planning of the service supply chain. In successful implementations
with customers across a variety of industries, it has been repeatedly proven
that implementation of SPO's dynamic planning capability in traditional planning
environments shift the efficient frontier as demonstrated in the movement from
point C to point D in figure 3, resulting in 10 percent to 30 percent reductions
in inventory at the same service levels.
These
dramatic performance improvements are enabled by the capability demonstrated
in figure 4, which is a comparison of traditional planning approaches for the
service supply chain to MCA's Risk Management Approach.
| Area |
Traditional Planning Approach |
SPO Dynamic Planning Approach |
| Forecasting |
Production-based forecasting from historical demand that
doesn’t recognize probabilistic nature of demand |
A proprietary composite forecasting methodology that
combines time series demand history with causal factor
projections to generate item location-specific estimates
of usage probability distributions |
| Positioning |
Each part location and inventory echelon planned in isolation
or in planning groups without considering multi-echelon
and system interactions |
State-of-the-art multi-echelon optimization based on
rapid solution algorithms and a robust model/system architecture
that can be applied across a wide range of industries and
company contexts |
| Tactical Planning |
Deterministic DRP type logic using discrete forecasts
not suited to intermittent demand environment and characterized
by unplanned, reactive expediting |
Risk-based decision making that incorporates the probability
of stockout in all order generation and deployment activities,
integrating strategic and tactical planning |
| Fulfillment & Service |
Fulfillment to traditional fill rate metrics. Fulfillment
strategy not tied to asset management strategy |
Differentiated service-level commitments enabled by strategic
positioning of inventory, including availability-based
planning that maximizes product uptime for budget constrained
multi-echelon, multi-indenture, multi-period environments |
Approach
for the Service Supply Chain
Cisco
Systems, described earlier, is one of several companies that has effectively
transitioned its service supply chain utilizing MCA's SPO dynamic sparing capability
to replace its legacy "static sparing" functionality. In a five-month worldwide
implementation of MCA's SPO, rolled out to over 1,000 users, Cisco achieved
a 21 percent reduction in inventory levels, and a service level increase to
97 percent from 94 percent. Not only did Cisco move its efficient frontier downward,
it is also now able to negotiate the curve more effectively by simulating the
cost and service trade-offs as it develops new service offerings.
Successful
Implementation Approaches
While there is a clear opportunity to increase service performance and profitability through implementation of advanced service planning software, the business world is replete with stories of failed software implementations. In this section, we review successful implementation strategies intended to reduce the risk of implementation and to deliver rapid time to value.
KLA-Tencor:
Risk Reduction through a Data-Driven Evaluation
KLA-Tencor is the world leader in yield management and process control solutions
for the semiconductor manufacturing industry, and supports equipment across
400 fabs in a capital-intensive environment in which an hour of downtime can
cost hundreds of thousands in revenue. With a challenging environment —
75 percent of its supported parts have one demand or less globally a year —
KLA-Tencor found itself unable to meet its service commitments using its legacy
software solution.
In
late fall 2001, KLA-Tencor initiated an extensive evaluation of available solutions
for service supply chain planning. In addition to reviewing vendors' responses
to functional requirements, KLA-Tencor determined it was imperative to operationally
test the solutions through a data-driven use case evaluation to provide the
following analysis of solution capability:
- Direct
comparison of vendor solutions in operating environment
- Development
of a credible business case based on actual solution results
- Understanding
of vendor's ability to model business environment and data
- Understanding
of implementation risk pre-contract signing
KLA-Tencor
selected MCA based on superior performance in the evaluation, and was able to
immediately implement the SPO recommended target stocking levels by leveraging
the model developed in the evaluation process. In just two months after contract
signing, KLA-Tencor achieved a positive return on its investment through an
implementation in a hosted environment, and subsequently rolled SPO out as an
internally hosted solution, ultimately realizing an 18 percent improvement in local
fill rates, and a 4 percent reduction in supply chain cost as percent of revenue.
Telecom
Equipment Provider: Rapid Deployment of Service Product Strategy Through Outsourcing
A leading provider of bandwidth management equipment to telecom service providers such as MCI, SBC and Verizon, traditionally sold parts to customers from a central distribution center as part of a product sale, with the expectation that the customers would manage the planning and stocking of parts themselves. Driven by competitive and market pressures, this company made a decision to offer same-day service contracts to its customers, requiring positioning of service parts across a network of strategic parts centers located close to its customer base.
To
quickly succeed in the strategic spares management arena, it was vital for the
equipment provider to build a strategic parts infrastructure and provide parts
in expedited timeframes, while providing its customers the highest level of
customer service. The equipment provider selected DHL Logistics to provide the
warehousing, transportation, and execution of service parts logistics. The company
had a successful implementation of SAP ERP, but found that its planning approach
was not appropriate for service parts management, and asked DHL to provide a
service parts planning software solution. DHL teamed with MCA Solutions to provide
a hosted software solution for forecasting and planning of parts in the new
network.
Within two months of vendor selection, the equipment provider had deployed new strategic parts locations, implemented the logistics processes required to deliver the expanded service, and through deployment of the planning software and process, realized a service parts inventory reduction of over 60 percent. Through intelligent outsourcing and effective deployment, it was able to deliver a much-needed service to its customers more rapidly than if the company had managed the transformation with internal resources and systems.
Conclusion
Increasing corporate realization of the value of service has focused attention on an area that managers of service supply chains have always recognized as a high stakes gamble requiring decision making in a complex and risky environment. The advanced and dynamic service management approach that we are proposing here is a way to formally introduce the concepts of flexibility and planned responsiveness into the area of service delivery, allowing service managers to better manage in this environment, which is much different than the traditional production supply chain.
The
dynamic service management approach described here can deliver significant financial
benefit to service organizations and help them achieve supply chain flexibility.
Service organizations cannot afford to neglect the potential to deliver business
value in today's hyper-competitive, customer-centric world where service is
often the key competitive differentiator.
This article is from
Parallax View, ChainLink Research's on-line magazine, read by over 150,000 supply
chain and IT professionals each month. Thought-provoking and actionable articles
from ChainLink's analysts, top industry executives, researchers, and fellow practitioners.
To view the entire magazine,
click
here.
About
the Author
Morris
Cohen is the Matsushita professor of manufacturing and logistics at
the Wharton School of the University of Pennsylvania, and co-director of Wharton's
Fishman-Davidson Center for Operations Management. Dr. Cohen has spent years
researching, planning, and designing advanced value chain systems working with
customers such as IBM, Cisco, Applied Materials, Intel, General Motors, and
the U.S. Navy. In 1999, he founded MCA Solutions to bring the intellectual capital
of service value chain optimization from the classroom into the technology marketplace.
Dr. Cohen holds a B.S. from the University of Toronto, and an M.S. and Ph.D.
from Northwestern University.
ChainLink
Research is a bold new supply chain research organization dedicated
to helping executives improve business performance and competitiveness.
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Part 3: Conclusion | Increasing the Value of Your Enterprise Through Improved Supply Chain Decisions
Part 2: Financial Metrics | Increasing the Value of Your Enterprise
Through Improved Supply Chain Decisions | 6 Immediate Business Improvements Offered by an Online SRM System:
Part 3: Other Points to Consider | 6 Immediate Business Improvements Offered by an Online SRM System:
Part 2: Online SRM | 6 Immediate Business Improvements Offered by an Online SRM System | How Supply Chain Projects Morph Into Black Holes | Continuous Data Quality Management:
The Cornerstone of Zero-Latency Business Analytics | Merger Mania At Its Extremes
Part 2: Challenges & User Recommendations | Merger Mania At Its Extremes | What Makes Process Process? | Enterprise Energy Management Software -
The Key to Effective Energy Utilization | Two Highly Focused Vendors Team For Their Markets' Good | Supply Chain Planning – Issues for Continuous Chemical Companies | Yantra - Leader in Distributed Order Management, But Wait There’s More | Intentia Braces For Its Ongoing Roller-Coaster Ride
Part 2: Challenges and User Recommendations | Intentia Braces For Its Ongoing Roller-Coaster Ride
Part 1 | Appointment Scheduling - Achieving the Positive Ripple Effect
Part 3: An Illustration | Appointment Scheduling - Achieving the Positive Ripple Effect
Part 2: A Solution | Appointment Scheduling - Achieving the Positive Ripple Effect
Part 1 | PeopleSoft Building Muscles To Overcome The Rough Patch
Part 4: Challenges and User Recommendations | PeopleSoft Building Muscles To Overcome The Rough Patch
Part 2: Market Impact | PeopleSoft Building Muscles To Overcome The Rough Patch
Part 1 | Manugistics Indulges In The Open M&A Season.
Part 2: Market Impact, Challenges, and User Recommendations | Manugistics Indulges In The Open M&A Season | Standardizing on One ERP System in a Multi-division Enterprise | Mid-Market ERP Vendors Doing CRM & SCM In A DIY Fashion
Part 2: Market Impact | Mid-Market ERP Vendors Doing CRM & SCM In A DIY Fashion
Part 1: Recent Announcements | Stratyc's Laser-Sharp Focused Tools Retrofit Legacy Systems | Not all SCM Products Are Created Equal | IPSec VPNs for Extranets: Not what you want to wake up next to | PeopleSoft's Buying Momentum Goes On.
Pageant Participants, Line Up Please!
Part 2: User Recommendations | Wet Quarter Postpones Amazon's Desiccation While Kmart Drowns | Supplier Logistics Management (SLM)
Part 3 | Supplier Logistics Management (SLM)
Part 2 | Supplier Logistics Management (SLM)
Part 1 | J.D. Edwards On The Mend; This Time Might Be For Real
Part 2: Market Impact | PipeChain Adds Pragmatism Onto Simplicity | Enterprise Financial Application Software: How Some of the Big ERP Vendors Stack Up | The Retail Industry: Improving Supply Chain Efficiency Through Vendor Compliance - Part 2 An Andersen Point Of View | Optimizing The Supply Chain Network And Reducing Distribution Costs - Part 2 An Andersen Point Of View | The Retail Industry: Improving Supply Chain Efficiency Through Vendor Compliance - An Andersen Point Of View | Optimizing The Supply Chain Network And Reducing Distribution Costs - An Andersen Point Of View | 'Collaborative Commerce': ERP, CRM, e-Proc, and SCM Unite! A Series Study: PeopleSoft | 'Collaborative Commerce': ERP, CRM, e-Proc, and SCM Unite! A Series Study: Oracle | Logistics.com Might Prove An Internet Success Story After All- Part 2: Market Impact | Logistics.com Might Prove An Internet Success Story After All | The ERP Market 2001 And Beyond – Part 4: Market Predictions | The ERP Market 2001 And Beyond – Aging Gracefully With The ‘New Kids On The Block’ | Shall Bifurcated Tack Reverse J.D. Edwards’ Bad Spell? | Sausage Producer Packs Out the Profit with Technology | 'Collaborative Commerce': ERP, CRM, e-Proc, and SCM Unite! A Series Study: J.D. Edwards | Does Supply Chain Management Software Make Sense in Wholesale Distribution? Part 3: Meeting the Objectives | Does Supply Chain Management Software Make Sense in Wholesale Distribution? Part 2: The Critical Objectives | 'Collaborative Commerce': ERP, CRM, e-Procurement, and SCM Unite! A Series Study | Does Supply Chain Management Software Make Sense in Wholesale Distribution? | SCT Extends Into Business Intelligence | Single Source or Best of Breed - The Debate Continues | Can You Add New Life To an Old ERP System? | Manugistics Envisions Supplier Relationship Management Solution | Identifying the ROI of a Software Application for Supply Chain Management
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 | 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 | i2 Now Serving B2B Suppliers | i2 Bleeds In Shark-Infested Waters | McHugh Software’s DigitaLogistix Built On Strong Foundation | SAPped Catalyst Warns in Wake of CEO Departure | Formation Systems Pioneers Product Design Collaboration For The Process Industries | Nike Blames i2 For Finish In Losers Bracket | i2 Buys RightWorks, Deals Blow To Ariba, Manugistics | IT Services E-Procurement | Industri-Matematik Joins The Portal Market | NAPM Puts The Spotlight On Change | Manugistics and Agile Make it Official on Valentine’s Day | 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 | 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 | Provia Gets Nod From BMG Distribution | WAM Systems Offers Supply Chain Planning Packaged Solution For Chemicals | With Commerce One, Your Reach May Be The Same As Your Grasp | Andersen Gives Yantra a Vote of Confidence | Logility Unveils Voyager Select For Total Landed Cost | Prophet 21 First Quarter Revenues Suffer But Pipeline Grows | Manugistics Lays Groundwork For Talus Integration | PurchasePro Acquires Stratton Warren | Aspen Technology Evolves Into Digital Marketplace Provider | Manhattan’s Footprint Grows With Intrepa Acquisition | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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? | BAAN Announces "Open World": Business-To-Business Collaboration Over The Internet | B2Big Deal for IBM, Ariba, and i2 | 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 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 | Logility: Voyager in B2B Collaborative Commerce | QAD Inc.: The Art of Vertical Focus | Catalyst International Ties Fate to SAP | Surf's Up at Akamai |