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Supply Chain Insights
Delivering Actionable Advice to the Supply Chain
                Leadership Team




                                                   Supply Chain Insights, LLC © 2012
BRICKS                               Book
                                  Publishes




 Matter
                                  in August
                                     2012



 The Role of Supply Chains
      in Building Market-Driven
         Differentiation




     LORA M. CECERE
           CHARLES W. CHASE JR.
3




Current State




                Supply Chain Insights, LLC © 2012
Supply Chain Pain Points:
                                              All vs. Largest
                                             Any Pain     Largest Pain


                                Dirty data                                        67%
                                                         18%

                    Product proliferation                                      62%
                                                        13%

                                                                               62%
                                                                                            Top Supply
               Rising commodity prices                        25%                           Chain Pain
                         Talent shortage                                 51%                  Points
                                                         16%

          Changing market preferences                            33%
                                                2%

                                Cost of IT                       33%
                                                2%

             Compliance and legislation                        28%
                                                 3%

                             Competition                       26%
                                                 5%

                                    Other                      28%
                                                         16%



                                 Base: Total Sample (61)
  Q18. What is your single largest pain point in the supply chain, at this point in time?
                                                                                            Supply Chain Insights, LLC © 2012
Q19. What other pain points, if any, are you currently experiencing with your supply chain?
The Long Tail: Growing Complexity



Volume




                              Level of Predictability
             Predictability based on forecast accuracy vs Actual Order Profiles


                                                                              Supply Chain Insights, LLC © 2012
Commodity Price Pressure

       400.00

       350.00

       300.00

       250.00                                  Corn (metric Ton)
                                               Wheat (metric Ton)
       200.00
$/LB                                           Coffee, Robusta (Pound)
       150.00                                  Sugar (Pound)
       100.00                                  Beef (Pound)
                                               Crude Oil (Barrel)
        50.00

         0.00




                                     Source: Index Mundi




                                                                    6
                                          Supply Chain Insights, LLC © 2012
Days of Working Capital
95


85


75


65


55


45


35
     2000    2001   2002   2003   2004   2005     2006     2007      2008       2009       2010
            Household Products      Chemical           Pharma               Average

                                                Data Source: CFO Magazine
                                                                            Supply Chain Insights, LLC © 2012
Days of Inventory
65

60

55

50

45

40

35

30
     2002   2003   2004     2005   2006      2007        2008         2009         2010
       Household Products      Chemical           Pharma              Average
                                          Data Source: CFO Magazine


                                                                      Supply Chain Insights, LLC © 2012
Supply Chain Focal Points for Next 2 Years
                        Supply Chain Focal Points for Next 2 Years
                                                            Total      Primary

                 Improving demand planning                                             74%
                                                              23%
                                 Saving costs                                        70%   Top Supply
                                                             21%
                                                                                   66%
                                                                                           Chain Focal
                            Shortening cycles                21%                             Points
                              Network design                                     62%
                                                      8%
           New product launch effectiveness                               48%
                                                       10%
                             Channel sensing                     30%
                                                    3%
                       Revenue management                      26%
                                                      7%
                                         Other             18%
                                                      7%




                                Base: Total Sample (61)
Q23. What do you expect to be your primary focus on your supply chain over the next 2 years?
                      Please select the one that is most important.                        Supply Chain Insights, LLC © 2012
10

                                  Typical Organization

                                              CEO




               Chief
             Customer                                                 COO
              Officer



  Chief
                                         VP of Supply                                                  VP of
 Marketing               Sales                                              CFO
                                            Chain                                                   Manufacturing
  Officer




                        Account    Customer
                                                    Logistics   CIO               Procurement          Quality
                        Teams       Service


Growth            Volume                                        Cost




                                                                                     Supply Chain Insights, LLC © 2012
Supply Chain Organization
                           Functions Reporting
                          Through Supply Chain

                 Supply Chain Planning (Supply)                                       95%

                                        Inventory                                   90%

               Supply Chain Planning (Demand)                                      89%

                            Deliver (Distribution)                             77%

                                  Transportation                               77%

                               Customer Service                            66%

                          Source (Procurement)                           61%

                           Make (Manufacturing)                   39%
                                                                        functions reporting through
                                                                   6    the supply chain on average


                               Base: Total Sample (61)
          Q6. How many people overall currently report to you or your staff?
                                                                                          Supply Chain Insights, LLC © 2012
Q7. Please tell us how you define your company’s supply chain organization by selecting
12




Pitfalls and Potholes




                 Supply Chain Insights, LLC © 2012
A forecast is not a forecast is not a forecast.




                                      Supply Chain Insights, LLC © 2012
A Forecast is not a Forecast is not a Forecast
                              Increasing need for value
                              network strategy alignment


                Business Planning


                   Forecasting


               Constrained Forecast


                                 Increasing levels of
                                 granularity



                                                                    14
                                              Supply Chain Insights, LLC © 2012
One Number Forecasting.




                          Supply Chain Insights, LLC © 2012
Demand-side Views        Supply-side Views



        Hole in Enterprise
        Architectures




   Account-Level
                   VMI C
        A                      Supplier     Supplier      Supplier     Supplier


Downstream Data                   Distribution   Distribution   Distribution
                                   Network        Network        Network
17




The Role of Forecasting




                  Supply Chain Insights, LLC © 2012
A Supply Chain is a Complex System
composed of Complex Processes with
Increasing Complexity




                               Supply Chain Insights, LLC © 2012
Looking at Supply Chain as a Complex System
                                               Growth

Corporate                       Revenue                    Cost of Goods
Trade-offs
                                          Working Capital

                                   Corporate Social Responsibility
Investment
 Trade-offs      R&D Strategy and Investment             Asset Strategy and Investment


               Forecast Accuracy            Customer Service                    Inventory
 Supply
  Chain                                    Product and Service
                Channel Strategy                                             Supplier Strategy
                                                Portfolio
Trade-offs
               Sales      Distribution    Manufacturing          Logistics         Procuremen
              Policies     Policies         Policies             Policies           t Policies
  Supply
  Chain                   Backorders        First Pass                               Material
              Returns                                         Empty Miles
  Waste                  Obsolescence          Yield                                  Yield
Supply Chain Tipping Points
1987 1988     1989     1990      1991   1992   1993    1994    1995    1996    1997     1998    1999


             JIT              Supply Chain                    Internet/Email
                                                                                            RFID
                              Organization
   Evolution of                                                       eProcurement
     the PC

                                                  Re-Engineering the                  Total Quality
 S&OP                                                Organization                     Management
                    Theory of
                   Constraints                    (Michael Hammer)


Supply Chain Excellence =                             Supply Chain Excellence =
        Islands of   Manufacturing                        Vertical Silo   Efficient Order to
                   +                                                    +
        Excellence   Excellence                           Excellence      Cash Processes


         Inside-Out                                           Inside-Out



                                                                                  Supply Chain Insights, LLC © 2012
Supply Chain Tipping Points
 2000   2001   2002   2003   2004   2005   2006    2007    2008    2009   2010   2011      2012


               .com                                  Social
                                                  Responsibility
 Y2K
                        Demand Driven
                          Concepts                                 CSCO
   Lean Six Sigma
                                                                           Market-Driven
                                                                          Value Networks


Supply Chain Excellence =                     Supply Chain Excellence =
        Vertical Silo Outsourcing                      Value-Based Outcomes
                     +
        Excellence     Effectiveness                   Delivered by Horizontal Processes


         Inside-Out                                    Outside-In



                                                                           Supply Chain Insights, LLC © 2012
What is a Market-driven Value Network?


An adaptive network focused on a value-
based outcome that senses and translates
market changes (buy and sell-side markets)
bi-directionally with near-real time data
latency to align sell, deliver, make and
sourcing operations.



                                                        22
                                  Supply Chain Insights, LLC © 2012
Evolution of Supply Chain Excellence
                                       Continuous
Align      Building Horizontal
               Connector
                                         Testing
                                        Learning            Orchestrate
                                       Improving


  Adapt
                     Resilient
                                        Reliable
                                           Right Product   Efficient
      Sense               Demand
     Demand               Volatility
    and Supply                              Right Place            Cost


      Shape                                  Right Time
                                                                Procure to
   Demand and              Supply                              pay/order to
   Supply based           Volatility                              cash
    on Market                                Right Cost




                                                                Supply Chain Insights, LLC © 2012
At a High Level: Becoming Market Driven

                 Sell         Deliver       Make        Source
Tactical         Category       Sales and Operations    Category
Planning         Management           Planning          Management
                                New Product Launch
Trading          Contract         Corporate Social      Contract
Partner Policy   Management        Responsibility       Management
                                Revenue Management
Transactional    Order              Order-to-Cash       Purchase Order
Processing       Management         Procure-to-Pay      Management




                                                       Supply Chain Insights, LLC © 2012
Definitions
•   Demand Sensing: Shortening the time to sense “true” market data to
    understand “true” market shifts in the demand response. This is in contrast
    to the use of order to shipment data that can have 1-3 weeks latency in
    translating “true” market demand.
•   Demand Shaping: The use of techniques to stimulate demand. This
    includes new product launch, price and revenue management, assortment,
    merchandising, placement, sales incentives and marketing programs.
•   Demand Translation: The translation of demand outside-in from the market
    to each role within the organization. Recognizing that the requirements for
    distribution, manufacturing and procurement are different.
•   Demand Orchestration: The process of making trade-offs market-to-
    market based on the right balance of demand risk and opportunity.
•   Demand Shifting: The shifting of demand from one period to another
    through advanced shipments, and moving more products into the channel
    without stimulating base demand.




                                                               Supply Chain Insights, LLC © 2012
S&OP Evolution
                                                        Greater Benefit
                          Business-                     • Growth
Sales Driven                                            • Resilience
                       planning Driven
Match Demand                                            • Efficiency
                         Coordination
 with Supply
                           of Plans




  Manufacturing-                            Demand         Market Driven
       Driven                                Driven         Orchestrate
 Deliver a Feasible                        Sense and         Demand
 Plan for Operations                     Shape Demand     Market to Market



                                                        Supply Chain Insights, LLC © 2012
Technology
                                Goal
                                A feasible plan                           •   Model the network
                                                                          •   Recognize and respect
                                                                              constraints
                                                                          •   Gain plan visibility
                                Match demand with supply                  •   What-if analysis
                                                                          •   Multi-tier inventory analysis
                                                                          •   Network design
                                Deliver the most profitable               •   Demand translation
                                                                          •   Supply orchestration
                                Plan                                      •   Optimize financial drivers


                                Demand-driven                             •   Sense channel demand
                                                                          •   Shape demand
                                                                          •   Drive the most profitable
                                                                              response
                                Market-driven                             •   Sense buy and sell-side market
                                                                              conditions
                                                                          •   Bi-directionally orchestrate
                                                                              demand
Key:
       Demand Planning   Supply Planning   Inventory Planning   Financial Planning   Demand Translation Market Sensing
                                                                                                             27
                                                                                     Platform
Historically, we have:
  • Tried to get precise on inaccurate data.
  • Believed that the most efficient supply chain is the most
    effective supply chain.
  • Built efficient chains, but not effective networks.
  • Focused inside-out, not outside-in.
  • Rewarded the urgent, not the important.




                                                                       28
                                                 Supply Chain Insights, LLC © 2012
29




Where are we headed?




                Supply Chain Insights, LLC © 2012
Supply Chains Don’t Play by the Rules




                                But, wh
                                at if they
                                 could?

                                                    30
                              Supply Chain Insights, LLC © 2012
Big Data Supply Chains are Evolving
                                      Challenges:
 Structured    • Transactional
    Data       • Time phased data


                                                Volume
               •   Social
Unstructured   •   Channel
   Data        •   Customer Service
               •   Warranty

                                          Velocity
               •   Temperature
  Sensor       •   RFID
   Data        •   QR codes
               •   GPS

                                               Variability
    New        •   Mapping and GPS
               •   Video
   Data        •   Voice
   Types       •   Digital Images




                                                                               31
                                                         Supply Chain Insights, LLC © 2012
Connecting the Extended Supply Chain



 Transactional     Transactional     Transactional
 Applications      Applications      Applications




Trading Partner   Trading Partner   Trading Partner
       1                 2                 3




                                                            32
                                      Supply Chain Insights, LLC © 2012
Evolving Supply Chain Architectures

 Collaborative           Collaborative                Collaborative
     Layer                   Layer                        Layer
 Transactional           Transactional                Transactional
 Applications            Applications                 Applications

Enterprise Data         Enterprise Data              Enterprise Data
 Warehouse               Warehouse                    Warehouse
   Trading Partner 1       Trading Partner 2            Trading Partner 3


Key:
        Demand Signal
                         Predictive Analytics
        Repository
        Supply Signal    Transactional Adapters
        Repository       and Intelligent Rule Sets




                                                                             33
                                                       Supply Chain Insights, LLC © 2012
Wrap-up
 Demand planning is the largest gap in supply
  chain planning
 To fix it, we have to redesign the process to focus
  end-to-end and outside-in
 This requires a re-implementation of most
  architectures




                                         Supply Chain Insights, LLC © 2012
Who is Lora?
         •Partner at Altimeter Group (leader in open research)
         •7 years of Management Experience leading Analyst
         Teams at Gartner and AMR Research
         •8 years Experience in Marketing and Selling Supply
         Chain Software at Descartes Systems Group and
         Manugistics (now JDA)
         •15 Years Leading teams in Manufacturing and
         Distribution operations for Clorox, Kraft/General
         Foods, Nestle/Dreyers Grand Ice Cream and
         Procter & Gamble.



                                                Supply Chain Insights, LLC © 2012
Where do you find Lora?

         Contact Information: loracecere@gmail.com
         Blog: www.supplychainshaman.com (3500
         pageviews/month)
         Twitter: lcecere 2900 followers. Rated as the
         top rated supply chain social network user.
         Linkedin: linkedin.com/pub/lora-
         cecere/0/196/573 (2300 in the network)




                                            Supply Chain Insights, LLC © 2012

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Presentation for ism webinar april 12

  • 1. Supply Chain Insights Delivering Actionable Advice to the Supply Chain Leadership Team Supply Chain Insights, LLC © 2012
  • 2. BRICKS Book Publishes Matter in August 2012 The Role of Supply Chains in Building Market-Driven Differentiation LORA M. CECERE CHARLES W. CHASE JR.
  • 3. 3 Current State Supply Chain Insights, LLC © 2012
  • 4. Supply Chain Pain Points: All vs. Largest Any Pain Largest Pain Dirty data 67% 18% Product proliferation 62% 13% 62% Top Supply Rising commodity prices 25% Chain Pain Talent shortage 51% Points 16% Changing market preferences 33% 2% Cost of IT 33% 2% Compliance and legislation 28% 3% Competition 26% 5% Other 28% 16% Base: Total Sample (61) Q18. What is your single largest pain point in the supply chain, at this point in time? Supply Chain Insights, LLC © 2012 Q19. What other pain points, if any, are you currently experiencing with your supply chain?
  • 5. The Long Tail: Growing Complexity Volume Level of Predictability Predictability based on forecast accuracy vs Actual Order Profiles Supply Chain Insights, LLC © 2012
  • 6. Commodity Price Pressure 400.00 350.00 300.00 250.00 Corn (metric Ton) Wheat (metric Ton) 200.00 $/LB Coffee, Robusta (Pound) 150.00 Sugar (Pound) 100.00 Beef (Pound) Crude Oil (Barrel) 50.00 0.00 Source: Index Mundi 6 Supply Chain Insights, LLC © 2012
  • 7. Days of Working Capital 95 85 75 65 55 45 35 2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 Household Products Chemical Pharma Average Data Source: CFO Magazine Supply Chain Insights, LLC © 2012
  • 8. Days of Inventory 65 60 55 50 45 40 35 30 2002 2003 2004 2005 2006 2007 2008 2009 2010 Household Products Chemical Pharma Average Data Source: CFO Magazine Supply Chain Insights, LLC © 2012
  • 9. Supply Chain Focal Points for Next 2 Years Supply Chain Focal Points for Next 2 Years Total Primary Improving demand planning 74% 23% Saving costs 70% Top Supply 21% 66% Chain Focal Shortening cycles 21% Points Network design 62% 8% New product launch effectiveness 48% 10% Channel sensing 30% 3% Revenue management 26% 7% Other 18% 7% Base: Total Sample (61) Q23. What do you expect to be your primary focus on your supply chain over the next 2 years? Please select the one that is most important. Supply Chain Insights, LLC © 2012
  • 10. 10 Typical Organization CEO Chief Customer COO Officer Chief VP of Supply VP of Marketing Sales CFO Chain Manufacturing Officer Account Customer Logistics CIO Procurement Quality Teams Service Growth Volume Cost Supply Chain Insights, LLC © 2012
  • 11. Supply Chain Organization Functions Reporting Through Supply Chain Supply Chain Planning (Supply) 95% Inventory 90% Supply Chain Planning (Demand) 89% Deliver (Distribution) 77% Transportation 77% Customer Service 66% Source (Procurement) 61% Make (Manufacturing) 39% functions reporting through 6 the supply chain on average Base: Total Sample (61) Q6. How many people overall currently report to you or your staff? Supply Chain Insights, LLC © 2012 Q7. Please tell us how you define your company’s supply chain organization by selecting
  • 12. 12 Pitfalls and Potholes Supply Chain Insights, LLC © 2012
  • 13. A forecast is not a forecast is not a forecast. Supply Chain Insights, LLC © 2012
  • 14. A Forecast is not a Forecast is not a Forecast Increasing need for value network strategy alignment Business Planning Forecasting Constrained Forecast Increasing levels of granularity 14 Supply Chain Insights, LLC © 2012
  • 15. One Number Forecasting. Supply Chain Insights, LLC © 2012
  • 16. Demand-side Views Supply-side Views Hole in Enterprise Architectures Account-Level VMI C A Supplier Supplier Supplier Supplier Downstream Data Distribution Distribution Distribution Network Network Network
  • 17. 17 The Role of Forecasting Supply Chain Insights, LLC © 2012
  • 18. A Supply Chain is a Complex System composed of Complex Processes with Increasing Complexity Supply Chain Insights, LLC © 2012
  • 19. Looking at Supply Chain as a Complex System Growth Corporate Revenue Cost of Goods Trade-offs Working Capital Corporate Social Responsibility Investment Trade-offs R&D Strategy and Investment Asset Strategy and Investment Forecast Accuracy Customer Service Inventory Supply Chain Product and Service Channel Strategy Supplier Strategy Portfolio Trade-offs Sales Distribution Manufacturing Logistics Procuremen Policies Policies Policies Policies t Policies Supply Chain Backorders First Pass Material Returns Empty Miles Waste Obsolescence Yield Yield
  • 20. Supply Chain Tipping Points 1987 1988 1989 1990 1991 1992 1993 1994 1995 1996 1997 1998 1999 JIT Supply Chain Internet/Email RFID Organization Evolution of eProcurement the PC Re-Engineering the Total Quality S&OP Organization Management Theory of Constraints (Michael Hammer) Supply Chain Excellence = Supply Chain Excellence = Islands of Manufacturing Vertical Silo Efficient Order to + + Excellence Excellence Excellence Cash Processes Inside-Out Inside-Out Supply Chain Insights, LLC © 2012
  • 21. Supply Chain Tipping Points 2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 .com Social Responsibility Y2K Demand Driven Concepts CSCO Lean Six Sigma Market-Driven Value Networks Supply Chain Excellence = Supply Chain Excellence = Vertical Silo Outsourcing Value-Based Outcomes + Excellence Effectiveness Delivered by Horizontal Processes Inside-Out Outside-In Supply Chain Insights, LLC © 2012
  • 22. What is a Market-driven Value Network? An adaptive network focused on a value- based outcome that senses and translates market changes (buy and sell-side markets) bi-directionally with near-real time data latency to align sell, deliver, make and sourcing operations. 22 Supply Chain Insights, LLC © 2012
  • 23. Evolution of Supply Chain Excellence Continuous Align Building Horizontal Connector Testing Learning Orchestrate Improving Adapt Resilient Reliable Right Product Efficient Sense Demand Demand Volatility and Supply Right Place Cost Shape Right Time Procure to Demand and Supply pay/order to Supply based Volatility cash on Market Right Cost Supply Chain Insights, LLC © 2012
  • 24. At a High Level: Becoming Market Driven Sell Deliver Make Source Tactical Category Sales and Operations Category Planning Management Planning Management New Product Launch Trading Contract Corporate Social Contract Partner Policy Management Responsibility Management Revenue Management Transactional Order Order-to-Cash Purchase Order Processing Management Procure-to-Pay Management Supply Chain Insights, LLC © 2012
  • 25. Definitions • Demand Sensing: Shortening the time to sense “true” market data to understand “true” market shifts in the demand response. This is in contrast to the use of order to shipment data that can have 1-3 weeks latency in translating “true” market demand. • Demand Shaping: The use of techniques to stimulate demand. This includes new product launch, price and revenue management, assortment, merchandising, placement, sales incentives and marketing programs. • Demand Translation: The translation of demand outside-in from the market to each role within the organization. Recognizing that the requirements for distribution, manufacturing and procurement are different. • Demand Orchestration: The process of making trade-offs market-to- market based on the right balance of demand risk and opportunity. • Demand Shifting: The shifting of demand from one period to another through advanced shipments, and moving more products into the channel without stimulating base demand. Supply Chain Insights, LLC © 2012
  • 26. S&OP Evolution Greater Benefit Business- • Growth Sales Driven • Resilience planning Driven Match Demand • Efficiency Coordination with Supply of Plans Manufacturing- Demand Market Driven Driven Driven Orchestrate Deliver a Feasible Sense and Demand Plan for Operations Shape Demand Market to Market Supply Chain Insights, LLC © 2012
  • 27. Technology Goal A feasible plan • Model the network • Recognize and respect constraints • Gain plan visibility Match demand with supply • What-if analysis • Multi-tier inventory analysis • Network design Deliver the most profitable • Demand translation • Supply orchestration Plan • Optimize financial drivers Demand-driven • Sense channel demand • Shape demand • Drive the most profitable response Market-driven • Sense buy and sell-side market conditions • Bi-directionally orchestrate demand Key: Demand Planning Supply Planning Inventory Planning Financial Planning Demand Translation Market Sensing 27 Platform
  • 28. Historically, we have: • Tried to get precise on inaccurate data. • Believed that the most efficient supply chain is the most effective supply chain. • Built efficient chains, but not effective networks. • Focused inside-out, not outside-in. • Rewarded the urgent, not the important. 28 Supply Chain Insights, LLC © 2012
  • 29. 29 Where are we headed? Supply Chain Insights, LLC © 2012
  • 30. Supply Chains Don’t Play by the Rules But, wh at if they could? 30 Supply Chain Insights, LLC © 2012
  • 31. Big Data Supply Chains are Evolving Challenges: Structured • Transactional Data • Time phased data Volume • Social Unstructured • Channel Data • Customer Service • Warranty Velocity • Temperature Sensor • RFID Data • QR codes • GPS Variability New • Mapping and GPS • Video Data • Voice Types • Digital Images 31 Supply Chain Insights, LLC © 2012
  • 32. Connecting the Extended Supply Chain Transactional Transactional Transactional Applications Applications Applications Trading Partner Trading Partner Trading Partner 1 2 3 32 Supply Chain Insights, LLC © 2012
  • 33. Evolving Supply Chain Architectures Collaborative Collaborative Collaborative Layer Layer Layer Transactional Transactional Transactional Applications Applications Applications Enterprise Data Enterprise Data Enterprise Data Warehouse Warehouse Warehouse Trading Partner 1 Trading Partner 2 Trading Partner 3 Key: Demand Signal Predictive Analytics Repository Supply Signal Transactional Adapters Repository and Intelligent Rule Sets 33 Supply Chain Insights, LLC © 2012
  • 34. Wrap-up  Demand planning is the largest gap in supply chain planning  To fix it, we have to redesign the process to focus end-to-end and outside-in  This requires a re-implementation of most architectures Supply Chain Insights, LLC © 2012
  • 35. Who is Lora? •Partner at Altimeter Group (leader in open research) •7 years of Management Experience leading Analyst Teams at Gartner and AMR Research •8 years Experience in Marketing and Selling Supply Chain Software at Descartes Systems Group and Manugistics (now JDA) •15 Years Leading teams in Manufacturing and Distribution operations for Clorox, Kraft/General Foods, Nestle/Dreyers Grand Ice Cream and Procter & Gamble. Supply Chain Insights, LLC © 2012
  • 36. Where do you find Lora? Contact Information: loracecere@gmail.com Blog: www.supplychainshaman.com (3500 pageviews/month) Twitter: lcecere 2900 followers. Rated as the top rated supply chain social network user. Linkedin: linkedin.com/pub/lora- cecere/0/196/573 (2300 in the network) Supply Chain Insights, LLC © 2012