x • Contents
Concluding oughts ............................................................ 200
Summary of Key Points ....................................................200
Endnotes ...................................................................................201
Chapter 11 Using Big Data and Analytics to Manage Risk ............203
What Is Big Data and Predictive Analytics, Really?.......... 204
e Process of Successfully Leveraging Big Data for
Maximum Benet ................................................................... 207
Barriers and Challenges Moving Forward .......................... 209
Tools, Techniques, and Methodologies Supporting Big
Data ...........................................................................................210
How Early Adopter Companies Leverage Big Data ............ 213
Consumer Packaged Goods ..............................................214
Dell Computers ...................................................................214
Western Digital ...................................................................215
Harley Davidson .................................................................215
Raytheon .............................................................................. 216
European Electrical Utility ...............................................216
Schneider..............................................................................217
Concluding oughts .............................................................218
Summary of Key Points .....................................................219
Endnotes ...................................................................................219
Chapter 12 Emerging Risk Management Tools, Techniques, and
Approaches ..................................................................... 221
Become a Preferred Customer ...............................................221
Gaining Preferred Customer Status ................................ 223
Construct Supply Chain Heat Maps .................................... 225
Map the Supply Chain ........................................................... 226
Challenges When Mapping a Supply Chain .................. 226
Supply Chain Mapping Guidelines ................................. 227
Decluster the Clusters ............................................................ 229
Clustering Gone Wild ....................................................... 230
Create a Flexible Supply Chain .............................................. 231
Examples of Flexibility .......................................................232
Create a Risk War Room ........................................................237
Contents • xi
Manage Working Capital ...................................................... 238
Controlling Inventory through Perfect Record
Integrity................................................................................239
Eective Demand Estimation and Management .......... 240
Concluding oughts ............................................................ 242
Summary of Key Chapter Points ..................................... 242
Endnotes .................................................................................. 243
Chapter 13 Risk Measurement ..........................................................245
Risk Measurement Validity and Reliability ........................ 245
Validity and Bridge Safety Measures .............................. 247
Supplier Performance Measurement—Doing It Right ...... 248
Quantied Risk Indexes ........................................................ 250
A Risk Index Example ........................................................251
Country Risk Indexes ........................................................251
Using Total Cost Measures to Manage Risk ........................252
Types of Total Cost Models ...............................................253
Supplier Capacity Estimate Measures ................................. 258
Emerging Supply Chain Risk Metrics ................................. 260
Value at Risk ....................................................................... 260
Time- to- Recovery .............................................................. 260
Risk Exposure Index ..........................................................261
Supply Chain Key Performance Indicators .....................261
Concluding oughts ............................................................ 264
Summary of Key Points .................................................... 264
Endnotes .................................................................................. 265
Chapter 14 Learning from Risk Management Leaders ................... 267
Making Risk Management a Priority at Boston
Scientic ................................................................................... 267
Having the Right Tools ..................................................... 268
Navigating reats at Boeing ................................................ 269
Supplier Risk Assessment at IBM ..........................................271
IBM’s Risk Management Tool ...........................................272
Using Supply Chain Mapping to Manage Risk at Cisco ....274
Surviving a Near- Death Experience at Delphi ....................275
xii • Contents
Managing Strategic Risk through Collaborative Cost
Management .............................................................................276
A Collaborative Approach to Cost Management .......... 277
Learning about Risk the Hard Way at J. C. Penney ............279
Concluding oughts ............................................................ 280
Endnotes ...................................................................................281
Chapter 15 Future Directions in Supply Chain Risk Management ...283
Supply Chain Risk Management Predictions ..................... 283
An Evolving Risk Management Maturity Model ...............291
Supply Chain Risk Maturity Model ................................ 292
Visibility .............................................................................. 292
Predictability .......................................................................293
Resiliency .............................................................................293
Sustainability ...................................................................... 294
A Call to Action ...................................................................... 294
Establish the Risk Leadership Team ............................... 294
Establish Risk Crisis Teams...............................................295
Focus on the Risk- Management Enablers ...................... 296
Assess the Current State of Risk Management
Preparedness ...................................................................... 296
Perform Risk Assessments and Develop Risk
Management and Business Continuity Plans ................ 297
Gain Visibility across the Supply Chain ......................... 297
Benchmark Risk Management Practices against
Industry Leaders ................................................................ 298
Develop or Obtain the Tools, Techniques, and Risk
Protocols ............................................................................. 298
Concluding oughts ............................................................ 298
Endnotes .................................................................................. 299
Appendix: The Supply Chain Risk Assessment Tool ....................... 301
How You Might Utilize the Tool ...........................................301
Walking through the Questions- of- Discovery .................. 303
How to Access the Tool ......................................................... 303

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