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A New Approach to Manage Supply Chain Risk
Featuring MIT professor David Simchi-Levi, a thought leader on
supply chain management and business analytics
OCTOBER 21, 2015
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@HBRExchange
OCTOBER 21, 2015
Today’s Speaker
MIT professor David Simchi-Levi, a thought
leader on supply chain management and
business analytics
A New Approach to Manage Supply Chain Risk
OCTOBER 21, 2015
@HBRExchange | #HBRwebinar
Identifying Risks and Mitigating
Disruptions in the Supply Chain
David Simchi-Levi
Professor, MIT
Chairman, OPS Rules
© David Simchi-Levi 2015
• Significant	increase	in	supply	chain	risk
 Outsourcing	and	offshoring
 Supply	chain	is	geographically	more	diverse
 Lean	manufacturing
 Just‐in‐time	 JIT 	manufacturing	and	low	inventory	levels
Intel Sales are down
Giant blames Thai flood for
$1B drop in sales goals.
Toyota, Honda, Goodyear,
Canon, Nikon, Sony… have
cut production and lowered
financial forecasts because
of the flooding in Thailand.
The Wall Street Journal, 2011
General Motors truck plant
was shutting down
General Motors truck plant in
Louisiana announced that it
was shutting down
temporarily for lack of
Japanese-made parts because
of the earthquake and tsunami
had struck Japan.
New York Times, 2011
© David Simchi-Levi 2015
• Significant	increase	in	supply	chain	risk
 Outsourcing	and	offshoring
 Supply	chain	is	geographically	more	diverse
 Lean	manufacturing
 Just‐in‐time	 JIT 	manufacturing	and	low	inventory	levels
0
50
100
150
200
250
Quake/Tsunami Floods Tornadoes Floods
Japan Thailand USA Australia
Natural Disasters 2011 Cost ($B)
© David Simchi-Levi 2015
Worldwide	Natural	Disasters	1980‐2011	Source:	Munich	Re
Hurricane Katrina,
2005
Supply Chain Disruption and Stock Performance
• Mattel, the world’s largest toy maker;
• Recalled 18 million toys made in China on August 2007;
• The reason: hazards such as lead paint
$‐
$0.50 
$1.00 
$1.50 
$2.00 
$2.50  2003Q3
2003Q4
2004Q1
2004Q2
2004Q3
2004Q4
2005Q1
2005Q2
2005Q3
2005Q4
2006Q1
2006Q2
2006Q3
2006Q4
2007Q1
2007Q2
2007Q3
2007Q4
2008Q1
2008Q2
2008Q3
2008Q4
Hasbro
Mattel
Stock Performance
($1 invested in 2003)
Product Recall
12
• Natural	disasters
• Geopolitical	risks
• Epidemics
• Terrorist	attacks
• Environmental	risks
• Volatile	fuel	prices
• Rising	Labor	costs
• Currency	fluctuations
• Counterfeit	parts	and	products
• Port	delays
• Market	changes
• Suppliers’	performance
• Forecasting	accuracy
• Execution	problems
Unknown-Unknown
Known-Unknown
Uncontrollable
Controllable
© David Simchi-Levi 2015
• Natural	disasters
• Geopolitical	risks
• Epidemics
• Terrorist	attacks
• Environmental	risks
• Volatile	fuel	prices
• Rising	Labor	costs
• Currency	fluctuations
• Counterfeit	parts	and	products
• Port	delays
• Market	changes
• Suppliers’	performance
• Forecasting	accuracy
• Execution	problems
Unknown-Unknown
Known-Unknown
Uncontrollable
Controllable
© David Simchi-Levi 2015
• Natural	disasters
• Geopolitical	risks
• Epidemics
• Terrorist	attacks
• Environmental	risks
• Volatile	fuel	prices
• Rising	Labor	costs
• Currency	fluctuations
• Counterfeit	parts	and	products
• Port	delays
• Market	changes
• Suppliers’	performance
• Forecasting	accuracy
• Execution	problems
Unknown-Unknown
Known-Unknown
Uncontrollable
Controllable
© David Simchi-Levi 2015
Epidemics
Fuel Prices
Geopolitical
Problems
Currency
Fluctuations
Commodity
Prices
Port
Delays Product Design
Problems
Forecast
Accuracy
Suppliers‘
Performance
The Risk Framework
Expected
Impact
Ability to ControlLOW
Unknown-Unknown
HIGH
HIGH
Known-Unknown
LOW
Counterfeits
Government
Regulations
Natural Disasters
Environmental
Risks
16
•
•
•
•
 Mostly	ad‐hoc,	intuition,	gut	feeling
 Exposure	to	risk	may	reside	in	unlikely	places
 May	lead	to	the	wrong	actions	and	wasted	resources
 No	ability	to	prioritize	mitigation	investment
© David Simchi-Levi 2015
West Coast
East Coast
North American 
Assembly Plants
Dealers
Truck
Train
North American 
Engine Plants
Transmission 
Plants
Stamping Plants
APA Suppliers
EU Suppliers
NA Suppliers
Forging Plants
Casting Plants
APA Suppliers
EU Suppliers
NA Suppliers
NA Sheet Steel 
Suppliers
APA Suppliers
NA Steel Bar 
Suppliers
EU Suppliers
NA Suppliers
© David Simchi-Levi 2015
 Complex	bill	of	materials	and	supply	chain	structure
 Over	50	manufacturing	plants
 10	tiers	of	suppliers
 1400	tier	1	supplier	companies	with	4,400	
manufacturing	sites	in	over	60	countries
 55,000	different	parts	
 6	million	vehicles	produced	annually
© David Simchi-Levi 2015
Engine Plants
Contract 
Manufacturers
Assembly 
Suppliers
Steel Bar 
Suppliers
Raw Chemical 
Suppliers
Sheet Steel 
Suppliers
• Time‐To‐Recover	 TTR :	The	time	it	takes	to	recover	to	full	functionality	after	a	disruption
Assembly Plants
Stamping Plants
© David Simchi-Levi 2015
Engine Plants
Contract 
Manufacturers
Assembly 
Suppliers
Steel Bar 
Suppliers
Raw Chemical 
Suppliers
Sheet Steel 
Suppliers
• Time‐To‐Recover	 TTR :	The	time	it	takes	to	recover	to	full	functionality	after	a	disruption
Assembly Plants
Stamping Plants
TTR =2 Weeks
© David Simchi-Levi 2015
Engine Plants
Contract 
Manufacturers
Assembly 
Suppliers
Steel Bar 
Suppliers
Raw Chemical 
Suppliers
Sheet Steel 
Suppliers
• Time‐To‐Recover	 TTR :	The	time	it	takes	to	recover	to	full	functionality	after	a	disruption
Assembly Plants
Stamping Plants
2 Weeks
1 Week
2 Weeks
2 Weeks
2 Weeks
TTR =2 Weeks
2 Weeks
© David Simchi-Levi 2015
• Time‐To‐Recover	 TTR :	The	time	it	takes	to	recover	to	full	functionality	after	a	disruption
• Performance	Impact	 PI :	Impact	of	a	disruption	for	the	duration	of	TTR		on	a	given	performance	measure
Engine Plants
Contract 
Manufacturers
Assembly 
Suppliers
Steel Bar 
Suppliers
Raw Chemical 
Suppliers
Sheet Steel 
Suppliers
Assembly Plants
Stamping Plants
2 Weeks
1 Week
2 Weeks
2 Weeks
2 Weeks
TTR =2 Weeks
2 Weeks
© David Simchi-Levi 2015
2 Weeks
$1.5B
1 Week
$100M
• Time‐To‐Recover	 TTR :	The	time	it	takes	to	recover	to	full	functionality	after	a	disruption
• Performance	Impact	 PI :	Impact	of	a	disruption	for	the	duration	of	TTR		on	a	given	performance	measure
Engine Plants
Contract 
Manufacturers
Assembly 
Suppliers
Steel Bar 
Suppliers
Raw Chemical 
Suppliers
Sheet Steel 
Suppliers
Assembly Plants
Stamping Plants
2 Weeks
2 Weeks
2 Weeks
TTR =2 Weeks
2 Weeks
2 Weeks
$400M
2 Weeks
$100M
2 Weeks
$2.5B
TTR =2 Weeks
PI = $400M
2 Weeks
$300M
© David Simchi-Levi 2015
2 Weeks
$1.5B
• Time‐To‐Recover	 TTR :	The	time	it	takes	to	recover	to	full	functionality	after	a	disruption
• Performance	Impact	 PI :	Impact	of	a	disruption	for	the	duration	of	TTR		on	a	given	performance	measure
• Risk	Exposure	Index	 REI :	Normalizes	the	PI	by	the	maximum	PI	over	all	disruption		scenarios
Engine Plants
Contract 
Manufacturers
Assembly 
Suppliers
Steel Bar 
Suppliers
Raw Chemical 
Suppliers
Sheet Steel 
Suppliers
Assembly Plants
Stamping Plants
2 Weeks
1 Week
2 Weeks
2 Weeks
TTR =2 Weeks
2 Weeks
2 Weeks
$400M
1 Week
$100M
2 Weeks
$100M
2 Weeks
$2.5B
TTR =2 Weeks
PI = $400M
2 Weeks
$300M
© David Simchi-Levi 2015
2 Weeks
0.6
• Time‐To‐Recover	 TTR :	The	time	it	takes	to	recover	to	full	functionality	after	a	disruption
• Performance	Impact	 PI :	Impact	of	a	disruption	for	the	duration	of	TTR		on	a	given	performance	measure
• Risk	Exposure	Index	 REI :	Normalizes	the	PI	by	the	maximum	PI	over	all	disruption		scenarios
Engine Plants
Contract 
Manufacturers
Assembly 
Suppliers
Steel Bar 
Suppliers
Raw Chemical 
Suppliers
Sheet Steel 
Suppliers
Assembly Plants
Stamping Plants
2 Weeks
1 Week
2 Weeks
2 Weeks
TTR =2 Weeks
2 Weeks
2 Weeks
0.16
1 Week
0.04
2 Weeks
0.04
2 Weeks
1.0
TTR =2 Weeks
REI = 0.16
2 Weeks
0.12
© David Simchi-Levi 2015
• Ford	and	its	supplier	production	portfolio	and	volume	of	
production	by	site
• Bill	of	materials	for	each	vehicle	and	its	corresponding	parts
• Volumes	and	profit	margins	of	different	vehicle	lines
• Pipeline	inventories
• Time	duration	of	a	disruption
• Firm’s	response	after	a	disruption
 The	response	is	simulated	via	optimization
© David Simchi-Levi 2015
Number of Sites
Performance Impact
Another 2773 sites with No Impact
2773
805
142 252 154
408
1
201
401
601
801
1001
1201
1401
1601
1801
No	Impact Very	Low Low Medium High Very	High
© David Simchi-Levi 2015
© David Simchi-Levi 2015
• Long	Term	Contracts
• Track	Inventory
• Partnership
• Risk	Sharing	Contracts
• Track	Performance
• Require	Multiple	Sites	
• Inventory	
• Dual	Sourcing
• New	Product	Design
Time‐to‐Recover	 TTR :	The	time	for	a	node	in	the	supply	
chain	to	return	to	full	functionality	after	a	disruption.
Time‐to‐Survive	 TTS :	The	maximum	duration	that	the	supply	
chain	can	match	supply	with	demand	after	a	node	disruption	
© David Simchi-Levi 2015
0
50
100
150
200
250
0 0.2 0.4 0.6 0.8 1 1.2 1.4 1.6 1.8 2 20 40 >50
NumberofSuppliers
TTS (weeks)
© David Simchi-Levi 2015
• Development	of	a	Decision	Support	System	for	Risk	
Management	
 Risk	Analysis‐‐Strategic
 Identify	Exposure	to	Risk	associated	with	parts	and	suppliers
 Prioritize	and	allocate	resources	effectively
 Segment	suppliers	and	develop	mitigation	strategies
 Identify	opportunities	to	reduce	risk	mitigation	cost
 Track	changes	in	Risk	Exposure‐‐Tactical
 Alert	procurement	executives	to	changes	in	their	risk	position
 Respond	to	a		Disruption‐‐Operational
 Identify	an	effective	way	to	allocate	resources		after	a	disruption
Central 
Repository 
(SQL Server)
Supply Chain 
Mapping 
(Java Graph ETL) 
Risk Exposure 
Model
(Java‐CPLEX)
Data 
Visualization 
(Tableau)
Model Interface
Materials 
Planning & 
Logistics
Purchasing 
System
Vehicle Volume 
Planning System 
Vehicle Profit 
Margins
Central 
Repository 
(SQL Server)
Supply Chain 
Mapping 
(Java Graph ETL) 
Risk Exposure 
Model
(Java‐CPLEX)
Data 
Visualization 
(Tableau)
Model Interface
Materials 
Planning & 
Logistics
Purchasing 
System
Vehicle Volume 
Planning System 
Vehicle Profit 
Margins
Plant Parent Child
Plant‐X Part A Part B
Plant‐X Part B Part C
Plant Part From
Plant‐X Part B Plant‐Y
Plant‐X Part C Plant‐Z
Part Feature Plant
Part A CDHABC AP02A
Part B CDHXYZ AP02A
Plant A
Plant B
DCZSA > RF3S7R ‐ 7144 ‐ CA > 0132A > RF3S7R ‐ 7144 ‐ CA > AG9R ‐ 7144 ‐ EB0001 > AG9R ‐
7144 ‐ EB0002 > AG9R ‐ 7144 ‐ EB0003 > AG9R ‐ 7144 ‐ EB0004 > AG9R ‐ 7144 ‐ EB0005 > AG9R ‐
7144 ‐ EB0006 > AG9R ‐ 7144 ‐ EB > PCV6R ‐ 7015 ‐ GCA > CV6R ‐ 7015 ‐ GCA > CV6R ‐ 7002 ‐
GCC > AP02A >> CDHABCTD >> CDH
T1 Sites
Final 
Assembly
Part Structure
Part Supply
Final Assembly
Supply 
Lineage
Central 
Repository 
(SQL Server)
Supply Chain 
Mapping 
(Java Graph ETL) 
Risk Exposure 
Model
(Java‐CPLEX)
Data 
Visualization 
(Tableau)
Model Interface
Materials 
Planning & 
Logistics
Purchasing 
System
Vehicle Volume 
Planning System 
Vehicle Profit 
Margins
Supplier Vehicle Impacted Total Part Cost Financial Impact Volume Impact Supplier Part Names
x11 cc1 $$$ $$$ vvv x11 y11
x12 cc2 $$$ $$$ vvv x11 y12
x13 cc3 $$$ $$$ vvv x11 y13
x14 cc4 $$$ $$$ vvv x12 y21
x15 cc5 $$$ $$$ vvv x12 y22
x16 cc6 $$$ $$$ vvv x13 y31
x17 cc7 $$$ $$$ vvv x13 y32
x18 cc8 $$$ $$$ vvv x13 y33
x19 cc9 $$$ $$$ vvv x13 y34
x20 cc10 $$$ $$$ vvv x14 y41
Supplier Vehicle Impacted Total Part Cost Financial Impact Volume Impact Supplier Part Names
x11 cc1 $$$ $$$ vvv x11 y11
x20 cc10 $$$ $$$ vvv x11 y12
x21 cc11 $$$ $$$ vvv x11 y13
x20 y21
x20 y22
x20 y31
x20 y32
x20 y33
x20 y34
x20 y35
• Provided	an	internal	proactive	tool	for	risk	management	
• Generated	critical	supplier	list	/	part	list	
 Previously,	Ford	monitored	1500	supplier	sites
 The	model	identified	2600	suppliers’	sites,	up	to	$2.5	billion	risks	on	revenue
 Among	the	2600	sites,	1100	sites	were	monitored	by	Ford
 Identified	1500	new	sites	that	are	not	currently	monitored
 About	400	sites	have	been	assessed	as	low	risks
• Examples	of	the	model	in	practice
 Risk	model	identified	a	sensor	that	has	high	vehicle	exposure	and	is	being	supplied	by	
two	sites	globally.	The	commodity	team	acknowledged	the	sourcing	concentration	and	
has	investigated	alternatives
 For	the	fastener	commodity,	the	model	enabled	Ford	to	prioritize	parts	based	on	
exposure	level	and	triggered	further	investigation.			Our	investigation	segment	industry	
standard	parts	with	short	TTR	into	low‐risk	while	special	or	unique	fasteners	into	
potential	high‐risk	category
 Ford	Supply	Risk	Specialists	use	the	model	routinely	to	prioritize	commodities	and	
supplier	sites	that	represent	the	highest	level	of	exposure	during	potential	disruption	
events	 i.e.	natural	disasters,	labor	strikes,	political	unrest,	etc. ,	enabling	efficient	use	of	
resources
© David Simchi-Levi 2015
Award Winning Technology
 Winner	of	the	2014	Informs	Wagner	Award			‐ Ford	Motor	
Company:	Identifying	Risks	and	Mitigating	Disruptions	in	
the	Automotive	Supply	Chain
 HBR	article	:		From	Superstorms	to	Factory	Fires
describes	a	method	developed	by David	Simchi‐
Levi to manage	unpredictable	supply	chain	disruptions.	
 Received	the	Ford	2015	Engineering	Excellence	Award
• Risk	Exposure	method	implemented	in	industries	such	as	
Telecommunication,	High‐Tech,	Pharmaceutical,	Aerospace	
and	Automotive	
• The	UN	Office	of	Disaster	Risk	Reduction	applied	the	Risk	
Exposure	method	in	developing	countries
 Haraguchi,	M.	and		U.	Lall,	“Flood	Risks	and	Impacts”
•
 HBR:	Find	the	Weak	Link	in	Your	Supply	Chain
•
 Software	that	implements	the	concepts	in	this	talk	
 http://www.opalytics.com/network‐risk/
© David Simchi-Levi 2015
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OCTOBER 21, 2015

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