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Big Data Supply Chains 
Supply Chain Insights LLC Copyright © 2014, p. 1 
October 23, 2014
Supply Chain Insights LLC Copyright © 2014, p. 2 
Our Panel 
Joseph Selle, 
IBM 
Glenn Wegryn, 
Analytic Impact 
Lora Cecere, 
CEO of Supply 
Chain Insights
Let’s start with a game of tennis, shall we? 
Supply Chain Insights LLC Copyright © 2014, p. 3 
Similar Big Data & Analytics 
techniques optimize our 
supply chain for happy 
customers & positive 
business impact 
Business challenge 
 Efficiently enable truly compelling user experiences during and after 
the US Open Tennis competition in 2013 
Solution 
 Built predictive viewership models, and mined social networks to 
enable real-time demand analysis 
 Provisioned dynamic network for high performance & lowest cost 
 Developed interactive mobile app for faster and better insight 
 Analyzed player performance by mining data from the past 8 years 
of competition 
 Provided ‘fast, fun, useful’ content & satisfied users 
ISC at a Glance 
 Cash collection: $99B 
 Managed spend: $53B 
 Procurement savings: 
$7B 
 20K employees 
 18K suppliers on line 
 30+ smarter analytics 
initiatives
The supply chain power play = big data + analytics + 
What should we do about it? 
Collaborate for maximum business 
value, informed by advanced analytics 
Watson Analytics 
Velocity (data in motion) 
Variety (many forms of data) 
Volume (data at rest) 
Veracity (data in doubt) 
Supply Chain Insights LLC Copyright © 2014, p. 4 
business process 
Analytics 1.0 
Analytics 2.0 
Descriptive 
Get in touch with reality, a single source 
of the truth, visibility 
Prescriptive 
Predictive 
Understand the most likely future 
scenario, and its business implications 
Cognitive 
Deeply analytical computing systems that 
learn & interact naturally with people 
What happened? 
What will happen? 
How do we optimize a dynamic, Big 
Data environment? 
Big Data = All Data (structured, semi-structured, 
unstructured, internal, partner, macro environment) 
Optimized, intelligent, 
agile business process 
Key
Supply Chain Social Listening is an essential part of 
IBM procurement & supplier total risk mgt 
Supply Chain Insights LLC Copyright © 2014, p. 5 
Entities 
 Commodity 
−Memory 
−Other 
 Country 
− China 
−Other 
 Hub 
−Dublin 
−Other 
 Supplier 
−Supplier A 
−Other 
 Supplier Site 
−Supplier A - - ECAT 
−Other 
 Supplier Site Pandemic 
−Supplier B OEMStorage 
−Other 
 Brand 
− x 
−Other 
Alert rating threshold analysis 
Alert type determination 
Recipients analysis 
Sub-entity 
Current 
rating 
Previous 
rating 
Alert Alert Type 
Memory Green Green 
RSS Yellow Yellow 
China Yellow Yellow 
Taiwan Green Yellow  Improvement 
Dublin Red Red 
New York Green Green 
Samsung Yellow Green  Degradation 
Intel Green Green 
Liteon Unassessed Null  New Questionnaire 
Celestica Green Unassessed  Initial Rating 
Risk Database 
Rules Engine Alerts – target commodity councils 
History Log 
Risk Intelligence 
Risk Mgt. 
Engine BI Reporting 
Risk ratings by 
 Country 
 Supplier 
 Etc 
Reports generated 
 Global View 
 SC Report 
 Pandemic 
Questionnaire… 
Mitigation plans 
 Step A 
 Step B 
 Step C 
Social 
Listening 
Predictive 
indicator 
analysis 
Enablers Social Mobile Analytics
Mining big data from automobiles with advanced 
analytics has a very large value proposition 
Supply Chain Insights LLC Copyright © 2014, p. 6 
Solution Scope 
 Streaming data from vehicles 
 Real time analysis performed 
 Results available nearly immediately 
39 months 
172,099 vehicles 
1525 warranty claims 
Analytics Alert 
Who wins? – Everybody !! 
 Drivers: safer vehicle, predictive alerts 
 OEM: lower warranty costs, design improvements 
 Service/aftermarket: operational improvements, readiness 
Enablers Cloud Mobile Analytics
Big Data capabilities mean huge value creation at 
IBM chip fabs & for our clients as well 
Supply Chain Insights LLC Copyright © 2014, p. 7 
$13M+ Savings in 
first two years 
150% ROI expected 
from fault pattern recognition analytics 
The challenge at IBM Burlington: As IBM moves from 45-nm to 32-nm to 
22-nm technology, the number of transistors on each chip is growing 
significantly, and so is the data volume required for testing 
The solution: Capable of capturing and analyzing 500 live feeds sets of 
complex data for near-real-time anomaly detection, alerts, predictions and 
diagnostics 
50% reduction in time 
for data collation and analysis 
The challenge at IBM Fishkill: Quality issues were expensive and hard to 
predict; process was hard to optimize 
The solution: Proactive analytics drives actions for tool stability and control, 
process centering, yield learning, scrap avoidance 
1-5 point increase in Yield* 
Enablers Cloud Analytics 
*Yield numbers highly confidential
Imagine the possibilities… 
Data can show you how to win, no matter what industry you are in… 
Supply Chain Insights LLC Copyright © 2014, p. 8
Supply Chains Don’t Play by the Rules 
9 
But, 
what if 
they 
could? 
Supply Chain Insights LLC Copyright © 2014, p. 9
Could the Answer Lie in…. 
Supply Chain Insights LLC Copyright © 2014, p. 10 
Clouds? 
Streams? 
Lakes?
Big Data Supply Chains are Evolving 
11 
Challenges: 
Supply Chain Insights LLC Copyright © 2014, p. 11 
• Transactional 
• Time phased data 
Structured 
Data 
• Social 
• Channel 
• Customer Service 
• Warranty 
• Temperature 
• RFID 
• QR codes 
• GPS 
• Mapping and GPS 
• Video 
• Voice 
• Digital Images 
Unstructured 
Data 
Sensor 
Data 
New 
Data 
Types 
Volume 
Velocity 
Variability
Supply Chain Insights LLC Copyright © 2014, p. 12 
Big Data
We have a Big Data Opportunity 
Supply Chain Insights LLC Copyright © 2014, p. 13
Supply Chain Insights LLC Copyright © 2014, p. 14 
Big Data Initiative
Top Elements of Supply Chain Pain Include Alignment, 
Volatility, Visibility, and Data Usage 
Supply Chain Insights LLC Copyright © 2014, p. 15
Top Supply Chain Trends Include Data Visualization, 
Demand Sensing, Supply Chain Visibility, and Big Data 
Supply Chain Insights LLC Copyright © 2014, p. 16
Collaboration Is Among Most Important 
Capabilities for Supply Chain Success 
Supply Chain Insights LLC Copyright © 2014, p. 17
Only 9% Are Considering Adopting Cognitive Learning 
Supply Chain Insights LLC Copyright © 2014, p. 18
Top Challenge for Cognitive Computing: 
Supply Chain Insights LLC Copyright © 2014, p. 19 
Actionable Insights
Slides for Verizon 
-Who is Verizon 
-Verizon’s Current State on Data and Data 
Usage 
-The Big Data Opportunity 
Supply Chain Insights LLC Copyright © 2014, p. 20 
Verizon’s Story
Slides for IBM 
-Who is IBM 
-IBM Current State on Data and Data Usage 
-Definition of The Big Data Opportunity 
Supply Chain Insights LLC Copyright © 2014, p. 21 
IBM’s Story
Supply Chain Insights LLC Copyright © 2014, p. 22
About Lora Cecere 
Supply Chain Insights LLC Copyright © 2014, p. 23 
• Founder of Supply Chain Insights 
“LinkedIn Influencer” 
Guest blog for Forbes 
Author of 2 books: Bricks Matter (2012) and 
Metrics That Matter (to publish Fall of 2014) 
• 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. 
Contact Information: 
• Email: lora.cecere@supplychaininsights.com 
• Blog: www.supplychainshaman.com (6000 pageviews/month) 
• Forbes: http://www.forbes.com/search/?q=lora+cecere 
• Twitter: lcecere (4800 followers) 
• LinkedIn: linkedin.com/pub/lora-cecere/0/196/573 (7000 in the network)
Countdown for Next Year’s Event 
www.supplychaininsights.com 
Supply Chain Insights LLC Copyright © 2014, p. 24 
Global Summit 
September 8th-10th, 2015 
#sciwebinar
Books for your Bookshelf 
Self-publish 
September 2014 
Supply Chain Insights LLC Copyright © 2014, p. 25 
Wiley 
Fall 2014 
Wiley 
December 2012

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Big data webinar

  • 1. Big Data Supply Chains Supply Chain Insights LLC Copyright © 2014, p. 1 October 23, 2014
  • 2. Supply Chain Insights LLC Copyright © 2014, p. 2 Our Panel Joseph Selle, IBM Glenn Wegryn, Analytic Impact Lora Cecere, CEO of Supply Chain Insights
  • 3. Let’s start with a game of tennis, shall we? Supply Chain Insights LLC Copyright © 2014, p. 3 Similar Big Data & Analytics techniques optimize our supply chain for happy customers & positive business impact Business challenge  Efficiently enable truly compelling user experiences during and after the US Open Tennis competition in 2013 Solution  Built predictive viewership models, and mined social networks to enable real-time demand analysis  Provisioned dynamic network for high performance & lowest cost  Developed interactive mobile app for faster and better insight  Analyzed player performance by mining data from the past 8 years of competition  Provided ‘fast, fun, useful’ content & satisfied users ISC at a Glance  Cash collection: $99B  Managed spend: $53B  Procurement savings: $7B  20K employees  18K suppliers on line  30+ smarter analytics initiatives
  • 4. The supply chain power play = big data + analytics + What should we do about it? Collaborate for maximum business value, informed by advanced analytics Watson Analytics Velocity (data in motion) Variety (many forms of data) Volume (data at rest) Veracity (data in doubt) Supply Chain Insights LLC Copyright © 2014, p. 4 business process Analytics 1.0 Analytics 2.0 Descriptive Get in touch with reality, a single source of the truth, visibility Prescriptive Predictive Understand the most likely future scenario, and its business implications Cognitive Deeply analytical computing systems that learn & interact naturally with people What happened? What will happen? How do we optimize a dynamic, Big Data environment? Big Data = All Data (structured, semi-structured, unstructured, internal, partner, macro environment) Optimized, intelligent, agile business process Key
  • 5. Supply Chain Social Listening is an essential part of IBM procurement & supplier total risk mgt Supply Chain Insights LLC Copyright © 2014, p. 5 Entities  Commodity −Memory −Other  Country − China −Other  Hub −Dublin −Other  Supplier −Supplier A −Other  Supplier Site −Supplier A - - ECAT −Other  Supplier Site Pandemic −Supplier B OEMStorage −Other  Brand − x −Other Alert rating threshold analysis Alert type determination Recipients analysis Sub-entity Current rating Previous rating Alert Alert Type Memory Green Green RSS Yellow Yellow China Yellow Yellow Taiwan Green Yellow  Improvement Dublin Red Red New York Green Green Samsung Yellow Green  Degradation Intel Green Green Liteon Unassessed Null  New Questionnaire Celestica Green Unassessed  Initial Rating Risk Database Rules Engine Alerts – target commodity councils History Log Risk Intelligence Risk Mgt. Engine BI Reporting Risk ratings by  Country  Supplier  Etc Reports generated  Global View  SC Report  Pandemic Questionnaire… Mitigation plans  Step A  Step B  Step C Social Listening Predictive indicator analysis Enablers Social Mobile Analytics
  • 6. Mining big data from automobiles with advanced analytics has a very large value proposition Supply Chain Insights LLC Copyright © 2014, p. 6 Solution Scope  Streaming data from vehicles  Real time analysis performed  Results available nearly immediately 39 months 172,099 vehicles 1525 warranty claims Analytics Alert Who wins? – Everybody !!  Drivers: safer vehicle, predictive alerts  OEM: lower warranty costs, design improvements  Service/aftermarket: operational improvements, readiness Enablers Cloud Mobile Analytics
  • 7. Big Data capabilities mean huge value creation at IBM chip fabs & for our clients as well Supply Chain Insights LLC Copyright © 2014, p. 7 $13M+ Savings in first two years 150% ROI expected from fault pattern recognition analytics The challenge at IBM Burlington: As IBM moves from 45-nm to 32-nm to 22-nm technology, the number of transistors on each chip is growing significantly, and so is the data volume required for testing The solution: Capable of capturing and analyzing 500 live feeds sets of complex data for near-real-time anomaly detection, alerts, predictions and diagnostics 50% reduction in time for data collation and analysis The challenge at IBM Fishkill: Quality issues were expensive and hard to predict; process was hard to optimize The solution: Proactive analytics drives actions for tool stability and control, process centering, yield learning, scrap avoidance 1-5 point increase in Yield* Enablers Cloud Analytics *Yield numbers highly confidential
  • 8. Imagine the possibilities… Data can show you how to win, no matter what industry you are in… Supply Chain Insights LLC Copyright © 2014, p. 8
  • 9. Supply Chains Don’t Play by the Rules 9 But, what if they could? Supply Chain Insights LLC Copyright © 2014, p. 9
  • 10. Could the Answer Lie in…. Supply Chain Insights LLC Copyright © 2014, p. 10 Clouds? Streams? Lakes?
  • 11. Big Data Supply Chains are Evolving 11 Challenges: Supply Chain Insights LLC Copyright © 2014, p. 11 • Transactional • Time phased data Structured Data • Social • Channel • Customer Service • Warranty • Temperature • RFID • QR codes • GPS • Mapping and GPS • Video • Voice • Digital Images Unstructured Data Sensor Data New Data Types Volume Velocity Variability
  • 12. Supply Chain Insights LLC Copyright © 2014, p. 12 Big Data
  • 13. We have a Big Data Opportunity Supply Chain Insights LLC Copyright © 2014, p. 13
  • 14. Supply Chain Insights LLC Copyright © 2014, p. 14 Big Data Initiative
  • 15. Top Elements of Supply Chain Pain Include Alignment, Volatility, Visibility, and Data Usage Supply Chain Insights LLC Copyright © 2014, p. 15
  • 16. Top Supply Chain Trends Include Data Visualization, Demand Sensing, Supply Chain Visibility, and Big Data Supply Chain Insights LLC Copyright © 2014, p. 16
  • 17. Collaboration Is Among Most Important Capabilities for Supply Chain Success Supply Chain Insights LLC Copyright © 2014, p. 17
  • 18. Only 9% Are Considering Adopting Cognitive Learning Supply Chain Insights LLC Copyright © 2014, p. 18
  • 19. Top Challenge for Cognitive Computing: Supply Chain Insights LLC Copyright © 2014, p. 19 Actionable Insights
  • 20. Slides for Verizon -Who is Verizon -Verizon’s Current State on Data and Data Usage -The Big Data Opportunity Supply Chain Insights LLC Copyright © 2014, p. 20 Verizon’s Story
  • 21. Slides for IBM -Who is IBM -IBM Current State on Data and Data Usage -Definition of The Big Data Opportunity Supply Chain Insights LLC Copyright © 2014, p. 21 IBM’s Story
  • 22. Supply Chain Insights LLC Copyright © 2014, p. 22
  • 23. About Lora Cecere Supply Chain Insights LLC Copyright © 2014, p. 23 • Founder of Supply Chain Insights “LinkedIn Influencer” Guest blog for Forbes Author of 2 books: Bricks Matter (2012) and Metrics That Matter (to publish Fall of 2014) • 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. Contact Information: • Email: lora.cecere@supplychaininsights.com • Blog: www.supplychainshaman.com (6000 pageviews/month) • Forbes: http://www.forbes.com/search/?q=lora+cecere • Twitter: lcecere (4800 followers) • LinkedIn: linkedin.com/pub/lora-cecere/0/196/573 (7000 in the network)
  • 24. Countdown for Next Year’s Event www.supplychaininsights.com Supply Chain Insights LLC Copyright © 2014, p. 24 Global Summit September 8th-10th, 2015 #sciwebinar
  • 25. Books for your Bookshelf Self-publish September 2014 Supply Chain Insights LLC Copyright © 2014, p. 25 Wiley Fall 2014 Wiley December 2012