Envisioning the Next Generation of Analytics
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Transcript of Envisioning the Next Generation of Analytics
9/11/2014Supply Chain Insights Global Summit #ImagineSC September 2014, p.1
Envisioning the Next Generation of Analytics
Facilitator: Lora Cecere, Supply Chain Insights
Panelists: Dr. Mani Janakiram, Intel;Stephen N. Wagner, Schneider Electric
9/11/2014Supply Chain Insights Global Summit #ImagineSC September 2014, p.2
Speakers
Lora CecereSupply Chain Insights
Founder and CEO
Dr. Mani JanakiramIntel
Director, Supply Chain Strategy
Stephen N. WagnerSchneider Electric
Global Director, Network Design
& Logistics Analytics
9/11/2014Supply Chain Insights Global Summit #ImagineSC September 2014, p.3
Envisioning the Next Generation of Analytics – A Panel Session
Mani Janakiram, PhDIntel Corporation
9/11/2014Supply Chain Insights Global Summit #ImagineSC September 2014, p.4
Intel Corporation The World’s Largest Semiconductor Manufacturer
•Leading Manufacturer of Computer, Networking & Communications Products
•$52.7B in Annual Revenues - 25+ Consecutive Years of Positive Net Income
•170 Sites in 66 Countries
•Over 107,000 Employees – 84,600 technical roles
•Named one of the Top Ten Most Valuable Brands in the World by Interbrand
•Ranked #42 on Fortune’s World’s Most Admired Companies
•Largest Voluntary Purchaser of Green Power in the United States for 6 years
in a row
•Invests $100 Million Each Year in Education Across More than 100 Countries
•4 Million Hours of Volunteer Service toward improving education over the
past decade
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40,000 Employees
(TMG)
7Assembly/Test
Facilities
68Countries
Shipped To
920,000 Orders
Per Year
5275SKUs
3,300 Ship To
Locations
24Global
Warehouses1.5MInvoices
Processed
4M ft2 Manufacturing
Space
10,000Suppliers in
100 Countries
68,000Tons Transported
2BGallons of
WaterReclaimedEach Year
1.1B+ Units
Shipped9
Fabs in4 countries
Intel’s Manufacturing Supply ChainOur business is large and complex
Source: Intel 5Delivering Intel’s Future Through World’s Best Supply Chain
9/11/2014Supply Chain Insights Global Summit #ImagineSC September 2014, p.6
Supply Chain Analytics Scope
Finance
•Revenue projections •Cost control
Sales & Marketing
•Evaluates and agrees on TAM, SAM, SOM •Respond to forecasts•Manage customer accounts Forecasting
•Generate demand forecasts•Request Inventory Levels
Inventory
Planning
•Map demand to capacity•Manage inventory & Fulfillment
Logistics
•Network Design•Geo transportation•Warehouse and VMI
Development/Manufacturing
•Own product manufacturing
Materials / Equipment
•Delivers materials & Equipment, Substrates Engineering
•Product Design, NPI•Time to Market
*Supply Chain Management involves coordination and synchronization of business process, data and decisions among several functions
6
Plan
Source
Make
Deliver
Return
Optimization
Simulation
Statistics
SupplyDemand
SCM*
Physical + Information + Cash Flow
9/11/2014Supply Chain Insights Global Summit #ImagineSC September 2014, p.7
Supply Chain Trends & Emerging PracticesAnalytics Opportunity
• Demanding customer needs and intense competition will continue• Lack of Predictability in supply chain & customer needs• In-sourcing vs. Out-sourcing – Risk, Cost, Customer, etc.• Growth/Innovation shifting to emerging markets/geo• IT will continue to emerge – Big Data, Analytics, Visualization, SoCoMo, Digital, etc.• Breakthrough innovations – 3D printing, Lights out distributions centers, Drones• Moving from S&OP to Integrated Business Planning• Supply Chain Collaboration & Visibility becomes more critical• Supply Chain Professionals will be in great demand (including Data Scientists)• Supply Chain will no longer be cost based but profit based!
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9/11/2014Supply Chain Insights Global Summit #ImagineSC September 2014, p.8
Application of Advanced Analytics at
Schneider Electric
Steve WagnerSchneider Electric
9/11/2014Supply Chain Insights Global Summit #ImagineSC September 2014, p.9
Agenda Intro to Schneider Electric (=SE=)Advanced Analytics at =SE=Exciting Opportunities for Analytics=SE= Analytics Organization
9/11/2014Supply Chain Insights Global Summit #ImagineSC September 2014, p.10
Overview• Founded in 1836, 170K employees, US $35B sales, 120 countries• High growth through acquisition (70K emp., $12B sales in 2002)
Products & Markets
Introduction to Schneider Electric (=SE=)
BuildingsHealthcare, Hotels, Industrial Buildings, Life Sciences, Retail
Energy & Infrastructure
Airports, Road Tunnels, Electrical Utilities, Oil & Gas, Marine, Water
Industry
Automotive, Food & Beverage, Microelectronics, Mining, Minerals, & Metals, Machines (by industry)
Over 500K high tech & industrial products positioned to serve the needs of our targeted markets:
9/11/2014Supply Chain Insights Global Summit #ImagineSC September 2014, p.11
• Mission is to optimize the =SE= Global Supply Chain– Procurement, Manufacturing, & Logistics with high focus on Service
• Established core global team 2013-2014– Implemented core analytics tools & organization to begin journey
• First focus is the Logistics Network strategy (by region)
Advanced Analytics at Schneider Electric
Visualize
Volumes and flows from both cost and service views
Optimize
Infrastructure and flows per alternative business scenarios
Implement
DC network per selected future design (may stage across years)
Core to this process is very high engagement with =SE= Business Units and Customers to assure Supply Chain design is aligned to both Supplier & Customer needs
9/11/2014Supply Chain Insights Global Summit #ImagineSC September 2014, p.12
Requisite Capabilities & Platforms• Lead Logistics/Transportation Providers
– Leverage size, knowledge, operating software
• Digitization of Flows, Costs, Rates– Critical for data capture & Control Towers– Utilize high-performance database technology
Exciting Opportunities for Supply Chain Analytics
Suppliers
Plants
DCs
Customer
Key Modeling Tools at =SE=• Microsoft Access & SQL Server• Tableau Business Intelligence Suite• Llamasoft Supply Chain Guru (SCG)
– Network Design, Simulation, Inventory, Routing
• Statistica Statistical Analysis System
Supply Chain Analytics Opportunities
Now: DC Network Design• High level product &
market aggregation
Upstream Analysis: • Plant mission & footprint• Production planning• Supplier alignment• Multi-echelon inventory
optimization (SKU level)
Downstream Analysis:• Market analysis (price &
service sensitivity)
Other Opportunities:• Mergers & Acquisitions• System decision analytics
9/11/2014Supply Chain Insights Global Summit #ImagineSC September 2014, p.13
• Formal Global & Regional Teams– Global teams in Atlanta & Singapore– Regional teams report into local staff– Heavy support & partnering to regions– Flat org structure (6 to 9 direct reports)
• Global Team Background– Significant business, consulting, and
engineering/modeling experience– Exceptional communication and inter-
personal skills (presentation/mentoring)– Technical undergraduate with MBA or
MS degree (IE, OR, Stats, Econ, Math)– Manager to Director level positions
required for procuring top talent
Schneider Electric Analytics Organization
EVP Global Supply Chain
SVP Logistics & Network Design
Head Network Design & Data Analytics
Global Team (Atlanta)
Global Team (Singapore)
Europe, ME, Africa
East Asia, Pacific, India
North Amer, South Amer